Best APIs MCP Servers for Claude Code CLI
Connect apis tools to Claude Code CLI using MCP servers. These servers let Claude Code CLI interact with apis resources, enabling powerful AI-assisted workflows for developers.
31192 APIs Servers for Claude Code CLI
n8n-mcp
A comprehensive MCP server that provides full control over n8n automation workflows through natural language. It offers 43 tools for managing workflows, executions, credentials, and data tables, with safety features like write-mode protection and dou
Dify MCP Server
Production-ready platform for agentic workflow development.
gemini-cli-mcp
A secure MCP server that wraps the Google Gemini CLI, allowing clients to query Gemini models using local OAuth sessions without requiring an API key. It provides tools for model interaction and diagnostics with built-in protection against command in
Awesome Mcp Servers MCP Server
⭐ Curated list of Model Context Protocol (MCP) servers - tools that extend Claude Desktop, Cursor, Windsurf, and other MCP clients with custom capabilities.
Slack MCP Server
Enables interaction with Slack workspaces through comprehensive channel management, messaging, user management, file uploads, and Block Kit formatting. Features secure credential storage via macOS Keychain and supports all major Slack operations incl
Servers MCP Server
Model Context Protocol Servers
Cc Switch MCP Server
A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io
TrendRadar
A real-time hotspot monitoring and news aggregation assistant that provides AI-powered analysis of trending topics across multiple platforms via the Model Context Protocol. It enables users to track news and receive automated notifications through va
Context7 MCP
A Model Context Protocol server that fetches up-to-date, version-specific documentation and code examples from libraries directly into LLM prompts, helping developers get accurate answers without outdated or hallucinated information.
Ruflo MCP Server
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, self-learning swarm intelligence, RAG integrat
MemPalace
A local AI memory system that stores all conversations verbatim and organizes them into navigable structures. It provides 19 MCP tools for AI assistants to search and retrieve past decisions, debugging sessions, and architecture debates automatically
Localai MCP Server
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
Chrome DevTools MCP
AI-powered Chrome automation server with natural language element detection. Control Chrome browser through MCP protocol for testing, debugging, and performance analysis. Features 91% accuracy in element location, works with free AI models, and suppo
Antigravity Awesome Skills MCP Server
Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.
Ui Tars Desktop MCP Server
📇 🏠 - Browser automation capabilities using Puppeteer, both support local and remote browser connection.
Playwright MCP Server
A production-ready browser automation server that enables AI assistants to interact with web pages using tools for navigation, element interaction, and data extraction. It features a built-in Inspector UI and robust crash recovery for reliable automa
astrbot-mcp
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
Ruiyu Ma
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
Gpt Researcher MCP Server
An autonomous agent that conducts deep research on any data using any LLM providers
Xiaozhi Esp32 MCP Server
本项目为xiaozhi-esp32提供后端服务，帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 device control server.
Repomix
Repomix MCP Server enables AI models to efficiently analyze codebases by packaging local or remote repositories into optimized single files, with intelligent compression via Tree-sitter to significantly reduce token usage while preserving code struct
FastMCP
A collection of MCP servers providing utilities including user greeting, message decoding, text file reading with PDF summary generation, and NASA-quality code auditing using a trained AI model to predict software defects and measure code complexity.
Serena
A coding agent toolkit that provides IDE-like semantic code retrieval and editing tools, enabling LLMs to efficiently navigate and modify codebases using symbol-level operations instead of basic file reading and string replacements.
Python Sdk MCP Server
Python SDK for protecting MCP servers and OAuth 2.1 resource servers with tokens issued by the Authplane authorization server. Includes framework adapters (e.g. MCP, FastMCP).
Claude Plugins Official MCP Server
Official, Anthropic-managed directory of high quality Claude Code Plugins.
mcp-google-sheets
A Model Context Protocol server that integrates with Google Drive and Google Sheets, enabling users to create, read, update, and manage spreadsheets through natural language commands.
Activepieces MCP Server
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
n8n-MCP
An MCP server that empowers AI assistants to build, validate, and manage n8n workflows by providing structured access to documentation for over 1,200 nodes and thousands of templates. It enables deep integration with n8n instances for automated workf
Nuclear
Free music streaming player with built-in MCP server for controlling everything the player can do. Playback control, queue management, search, playlists, and more.
Mcp For Beginners MCP Server
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques fo
Context Mode
An MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programm
MCP Toolbox for Databases
Open source MCP server specializing in easy, fast, and secure tools for Databases.
Figma MCP Server
Enables AI assistants to read Figma design files and automatically map responsive relationships between mobile and desktop screens to generate accurate frontend code. Eliminates manual copy-pasting by providing direct access to design tokens, dimensi
openmetadata-mcp-server
OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team collaboration.
Xiaohongshu MCP Server
MCP for xiaohongshu.com
Skill Seekers
🐍 🏠 🍎 🪟 🐧 - Transform 17 source types (docs, GitHub repos, PDFs, video
Memu MCP Server
Memory for 24/7 proactive agents like OpenClaw.
Typescript Sdk MCP Server
The official TypeScript SDK for Model Context Protocol servers and clients
FastAPI-MCP
Exposes FastAPI endpoints as Model Context Protocol (MCP) tools while preserving existing authentication, schemas, and documentation. It enables seamless integration of FastAPI services into MCP ecosystems using a native ASGI transport layer.
Gateway MCP Server
A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.
Chrome MCP Server
An extension-based MCP server that enables AI assistants to control your browser, leveraging existing sessions and login states for automation and content analysis. It provides over 20 tools for semantic tab search, interactive element manipulation,
Gemini MCP Server
Enables comprehensive codebase analysis using Google's Gemini CLI and its massive context window. Supports file/directory analysis, security audits, architecture analysis, feature verification, and complete project overviews for large codebases that
Pal MCP Server
The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.
Claude Context
Claude Context is an MCP plugin that adds semantic code search to Claude Code and other AI coding agents, giving them deep context from your entire codebase.
Xhs Downloader MCP Server
小红书（XiaoHongShu、RedNote）链接提取/作品采集工具：提取账号发布、收藏、点赞、专辑作品链接；提取搜索结果作品、用户链接；采集小红书作品信息；提取小红书作品下载地址；下载小红书作品文件
superset-mcp
An MCP server that provides AI assistants with full access to Apache Superset instances, enabling interaction with dashboards, charts, datasets, databases, and SQL execution capabilities.
Unity MCP Server
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene management, GameObjects, components, builds, profiling, Shader Graph, Amplify, terrain, physics, NavMesh, anim
Inspector MCP Server
🛠️ Transform complex JSON exports from Google AI Studio into clear, interactive conversation timelines for easier analysis and management.
MemOS
MemOS (Memory Operating System) is a memory management operating system designed for AI applications. Its goal is: to enable your AI system to have long-term memory like a human, not only remembering what users have said but also actively invoking, u
AWS Nova Canvas
Provides image generation capabilities using Amazon Nova Canvas through Amazon Bedrock, enabling the creation of visuals from text prompts and color palettes—perfect for mockups, diagrams, and UI design concepts.
ghidraMCP
An Model Context Protocol server that enables LLMs to autonomously reverse engineer applications by exposing Ghidra's decompilation and analysis tools. It allows AI agents to list code structures, rename methods, and analyze binaries directly through
Mcp Go MCP Server
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
IDA Pro MCP
Enables AI-assisted reverse engineering in IDA Pro by providing tools to analyze binaries, decompile functions, manage comments, search patterns, and interact with the IDA database through natural language.
Kreuzberg MCP Server
A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScrip
MCP Agent
A modular Python framework implementing the Model Context Protocol (MCP). It features a standardized client-server architecture over StdIO, integrating LLMs with external tools, real-time weather data fetching, and an advanced RAG (Retrieval-Augmente
Modelcontextprotocol MCP Server
MCP Chat is a command-line interface application that enables interactive chat capabilities with AI models through the Anthropic API. The application supports document retrieval, command-based prompts, and extensible tool integrations via the MCP (Mo
GitMCP
Transforms any GitHub repository or GitHub Pages site into a documentation hub for AI assistants using the Model Context Protocol. It allows AI tools to access real-time code and documentation to prevent hallucinations and provide accurate API usage
Evolver MCP Server
The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai
browser-tools-mcp
This application is a powerful browser monitoring and interaction tool that enables AI-powered applications via Anthropic's Model Context Protocol (MCP) to capture and analyze browser data through a Chrome extension.
Awesome Mcp Zh MCP Server
MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients
Registry MCP Server
The plugin marketplace registry for myClaude (myclaude.sh) - the only Claude Code marketplace with Stripe Connect payments. Creators keep 92%. 40+ products, 12 categories, daily sync, spec-compliant.
Talk to Figma MCP
An MCP server that enables AI assistants to interact with Figma designs for tasks like reading document info, creating elements, and managing auto layouts. It facilitates real-time design automation via a custom Figma plugin and WebSocket server inte
@actalumen/mcp-server
📇 ☁️ - EUR settlement for AI agents via x402 protocol. Market data, AI tool
Awesome Mcp Clients MCP Server
and .
mcp-server-firecrawl
Scrape content from a single URL with advanced options. This is the most powerful, fastest and most reliable scraper tool, if available you should always default to using this tool for any web scrap
microsandbox
<sup><sup>⭐</sup></sup> - Self-hosted platform for secure execution of AI code. Great for Code Interpreter, Data Analysis, Browser Use.
Quantdinger MCP Server
AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading ,trading-agents,ai-trader,ai-trading
Claude Desktop Commander MCP
Allows Claude desktop app to execute terminal commands and edit files on your computer through MCP, with features including command execution, process management, and diff-based file editing.
Klavis MCP Server
Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale
XcodeBuildMCP
** - Popular MCP server that enables AI agents to scaffold, build, run and test iOS, macOS, visionOS and watchOS apps or simulators and wired and wireless devices. It has powerful UI-automation capabilities like controlling the simulator, capturing
whatsapp-mcp-server
Connects AI assistants to the official Meta WhatsApp Cloud API for managing conversations and sending various message types through natural language. It provides tools for media management, template messages, and real-time webhook processing without
Windows-MCP
Enables AI agents to interact with Windows operating systems by providing tools for UI automation, file navigation, application control, and system operations. Works with any LLM to perform tasks like clicking, typing, launching applications, and exe
Stitch Skills MCP Server
A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CLI, Claude Code, Cursor.
mcp-playwright
🚀 Active Fork of executeautomation/mcp-playwright This repository is an actively maintained continuation of the original MCP Playwright server: >👉 https://github.com/executeautomation/mcp-playwright A Model Context Protocol server that provides brows
Api Mega List MCP Server
This GitHub repo is a powerhouse collection of APIs you can start using immediately to build everything from simple automations to full-scale applications. One of the most valuable API lists on GitHub—period. 💪
Fetch MCP
Fetch web content and convert to markdown for AI consumption
Bb Browser MCP Server
Your browser is the API. CLI + MCP server for AI agents to control Chrome with your login state.
MCP Atlassian
Enables AI assistants to interact with Atlassian products (Confluence and Jira) through natural language, supporting both Cloud and Server/Data Center deployments. Allows searching, creating, and managing content across Jira issues and Confluence pag
5Ire MCP Server
5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .
Hooker MCP Server
🔥🔥 hooker is a Frida-based reverse engineering toolkit for Android. It offers a user-friendly CLI, universal scripts, auto hook generation, memory roaming to detect activities/services, one-click SOCKS5 proxy setup, Frida JustTrustMe, and BoringSSL u
Cc Wf Studio MCP Server
CC Workflow Studio
Mobile Next MCP Server
A Model Context Protocol server that enables scalable mobile automation through a platform-agnostic interface for iOS and Android devices, allowing agents and LLMs to interact with mobile applications using accessibility snapshots or coordinate-based
Unidbg MCP Server
Allows you to emulate an Android native library, and an experimental iOS emulation
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Kiln
Open-source MCP server that lets AI agents control 3D printers. 353 tools for OctoPrint, Moonraker, Bambu Lab, Prusa Link, and Elegoo — search model marketplaces, generate 3D models from text, slice STL files, queue prints, monitor with camera vision
Mcp Ui MCP Server
基于MCP(Model Context Protocol)的智能聊天应用，支持Web和桌面环境。集成OpenAI/Anthropic API，提供MCP服务器的所有工具能力。简洁现代的UI设计，支持跨平台部署。
Magic MCP Server
Magicrew. The first open-source all-in-one AI productivity platform (Generalist AI Agent + Workflow Engine + IM + Online collaborative office system)
Aci MCP Server
ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The birthplace of VibeOps.
RyanNg
Cipher is an opensource memory layer specifically designed for coding agents. Compatible with Cursor, Windsurf, Claude Desktop, Claude Code, Gemini CLI, AWS's Kiro, VS Code, and Roo Code through MCP, and coding agents, such as Kimi K2.
Rikkahub MCP Server
RikkaHub is an Android APP that supports for multiple LLM providers.
Deep Research MCP Server
The Deep Research Assistant is meticulously crafted on Mastra's modular, scalable architecture, designed for intelligent orchestration and seamless human-AI interaction. It's built to tackle complex research challenges autonomously.
Go Sdk MCP Server
Go SDK for protecting MCP servers and OAuth 2.1 resource servers with tokens issued by the Authplane authorization server. Includes framework adapters (e.g. MCP, net/http).
Mcporter MCP Server
Call MCPs via TypeScript, masquerading as simple TypeScript API. Or package them as cli.
Exa MCP Server
Connects AI assistants to Exa AI's search capabilities, enabling web search, company research, URL crawling, LinkedIn search, and specialized code search across GitHub repos, documentation, and Stack Overflow for finding relevant coding context and e
Peekaboo MCP
Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or remote AI models.
Enscan Go MCP Server
一款基于各大企业信息API的工具，解决在遇到的各种针对国内企业信息收集难题。一键收集控股公司ICP备案、APP、小程序、微信公众号等信息聚合导出。支持MCP接入
Anything-to-NotebookLM
An MCP server that automates converting diverse content sources like WeChat articles, YouTube videos, and various document formats into AI-generated outputs such as podcasts and slide decks via Google NotebookLM. It integrates specialized tools for w
Notion MCP Server
Connects AI assistants to Notion workspaces, allowing users to search, create, and manage pages or databases through natural language conversations. It supports complex database querying, content updates, and workspace organization via the Model Cont
Csharp Sdk MCP Server
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.
Ouroboros MCP Server
Agent OS: Stop prompting. Start specifying.
Mcpo MCP Server
A simple, secure MCP-to-OpenAPI proxy server
Spec Workflow MCP
A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension for monitoring and managing your project's progress d
Spec Workflow MCP Server
A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension for monitoring and managing your project's progress d
MCP Server Chart
Enables generation of 25+ types of charts and data visualizations using AntV, including bar charts, line charts, maps, mind maps, and specialized diagrams like fishbone and sankey charts. Supports both statistical charts and geographic visualizations
Claude Scholar MCP Server
Semi-automated research assistant for academic research and software development. Supports Claude Code, OpenCode, and Codex CLI across ideation, coding, experiments, writing, and publication.
Excel MCP Server
Enables AI assistants to perform comprehensive Microsoft Excel operations including data analysis, cell editing, advanced formatting, and VBA execution on Windows systems. It provides a structured workflow for managing workbooks and worksheets throug
Fast Agent MCP Server
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
MCP Feedback Enhanced
Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment detection and cross-platform compatibility.
Continuous Claude V3 MCP Server
Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows.
Godot MCP
An MCP server that enables AI agents to interact with the Godot game engine by launching the editor, running projects, capturing debug output, and managing scenes and resources. It provides tools for project analysis, scene creation, and execution co
Atmosphere MCP Server
Real-time transport layer for Java AI agents. Build once with @Agent — deliver over WebSocket, SSE, gRPC, and WebTransport/HTTP3. Talk MCP, A2A and AG-UI.
mcp-server-cloudflare
📇 ☁️ - Manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from your
ContextForge MCP Gateway
A feature-rich gateway and proxy that federates MCP, REST, and gRPC services into a unified endpoint for AI clients. It enables virtualization of legacy APIs as MCP-compliant tools while providing built-in security, rate-limiting, and OpenTelemetry o
MCP server for Obsidian
MCP server that interacts with Obsidian via the Obsidian rest API community plugin
Engram
📇 🏠 🍎 🪟 🐧 - Persistent semantic memory for AI agents. SQLite-backed, local-first, zero config. Semantic
Superpowers Zh MCP Server
🦸 AI 编程超能力 · 中文增强版 — superpowers（116k+ ⭐）完整汉化 + 6 个中国原创 skills，让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI 等 16 款 AI 编程工具真正会干活
Semble MCP Server
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
Playwriter MCP Server
Chrome extension & CLI to let agents control your browser. Runs Playwright snippets in a stateful sandbox. Available as CLI or MCP
Langchain Mcp Adapters MCP Server
LangChain 🔌 MCP
Rust Sdk MCP Server
The official Rust SDK for the Model Context Protocol
Java Sdk MCP Server
The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI
CodeGraphContext
Indexes local Python code into a Neo4j graph database to provide AI assistants with deep code understanding and relationship analysis. Enables querying code structure, dependencies, and impact analysis through natural language interactions.
mcp-server-browserbase
This server provides cloud browser automation capabilities using Browserbase, Puppeteer, and Stagehand. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a cloud browser environment.
Peopleinspace MCP Server
Kotlin Multiplatform sample with SwiftUI, Jetpack Compose, Compose for Wear, Compose for Desktop, and Compose for Web clients along with Ktor backend.
Py Xiaozhi MCP Server
A Python-based Xiaozhi AI for users who want the full Xiaozhi experience without owning specialized hardware.
Generative Media Skills MCP Server
Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai.
Zotero MCP
An AI-powered research assistant that integrates with Zotero to read academic papers, create intelligent annotations, and generate structured notes. It enables users to highlight findings, explain formulas, and write comprehensive summaries directly
RocketRide
📇 🏠 - MCP server that exposes RocketRide AI pipelines as t
Apple MCP Server
Enables interaction with Apple apps like Messages, Notes, and Contacts through the MCP protocol to send messages, search, and open app content using natural language.
basic-memory
Basic Memory is a knowledge management system that allows you to build a persistent semantic graph from conversations with AI assistants. All knowledge is stored in standard Markdown files on your computer, giving you full control and ownership of yo
Grafana
This MCP server enables natural-language querying of Grafana logs by automatically detecting log sources and service labels. It provides read-only access to log data with intelligent caching for efficient repeat queries.
Ha MCP Server
Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants.
Turix Cua MCP Server
This is the official website for TuriX Computer-use-Agent
Buildwithclaude MCP Server
A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw
Ultracite MCP Server
A highly opinionated, zero-configuration linter and formatter.
Unity-MCP
A Model Context Protocol server that integrates AI assistants like Claude and Cursor directly into the Unity Editor to automate game development workflows. It provides over 40 built-in tools for scene manipulation and project management, while offeri
DBHub
A universal database gateway MCP server that enables AI assistants to connect to and query multiple databases (PostgreSQL, MySQL, MariaDB, SQL Server, SQLite) with support for schema exploration, SQL execution, and secure connections via SSH tunnels.
tradingview-mcp
Real-time crypto & stock screening, advanced technical indicators, Bollinger Bands intelligence, candlestick patterns + native Claude Desktop integration. Multi-exchange (Binance, KuCoin, Bybit+). Open-source AI trading infrastructure.
@jpisnice/shadcn-ui-mcp-server
A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React Native
Yc Killer MCP Server
A library of enterprise-grade AI agents designed to democratize artificial intelligence and provide free, open-source alternatives to overvalued Y Combinator startups. If you are excited about democratizing AI access & AI agents, please star ⭐️ this
ArXiv MCP Server
Enables AI-powered academic paper discovery, search, and analysis from arXiv with advanced features like semantic search, citation network analysis, and multi-format exports (BibTeX, RIS, JSON, CSV). Provides intelligent research assistance through s
Firered Openstoryline MCP Server
FireRed-OpenStoryline is an AI video editing agent that transforms manual editing into intention-driven directing through natural language interaction, LLM-powered planning, and precise tool orchestration. It facilitates transparent, human-in-the-loo
SocratiCode
Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branc
Markdownify MCP Server
A Model Context Protocol server that converts diverse file types, including PDFs, images, audio, and Office documents, into Markdown format. It also transforms web content like YouTube transcripts and Bing search results into readable text for model
Ddgs MCP Server
A metasearch library that aggregates results from diverse web search services
Supergateway MCP Server
Run MCP stdio servers over SSE and SSE over stdio. AI gateway.
Anything Analyzer MCP Server
全能协议分析工具：浏览器抓包 + MITM 代理 + 指纹伪装 + AI 分析 + MCP Server 无缝对接 AI Agent/IDE | All-in-one protocol analysis toolkit — built-in browser capture, MITM proxy, JS hooks, fingerprint spoofing, AI analysis & MCP server for agent integration
Fli MCP Server
Google Flights MCP, CLI and Python Library
Toprank MCP Server
Google Ads analysis and operations — read performance, manage keywords, bids, and campaigns.
Nunu MCP Server
A CLI tool for building Go applications.
MCP Proxy Server
A central hub that aggregates multiple MCP resource servers into a single unified interface, enabling users to access tools and capabilities from multiple backend servers through one connection point.
NotebookLM MCP Server
Enables direct integration with Google NotebookLM from MCP clients, allowing agents to query notebooks, manage libraries, and get grounded research answers without manual copy-pasting. Uses browser automation to maintain persistent authentication and
Mcp Superassistant MCP Server
Brings MCP to ChatGPT, DeepSeek, Perplexity, Grok, Gemini, Google AI Studio, OpenRouter, DeepSeek, T3 Chat and more...
Google Workspace MCP Server - Control Gmail, Calendar, Docs, Sheets, Slides, Chat, Forms & Drive
🐍 ☁️ 🍎 🪟 🐧 - Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.
Bright Data MCP
Official Bright Data server for the Model Context Protocol that enables AI assistants like Claude Desktop to reference and make decisions based on real-time public web data.
skills-mcp-server
A high-performance MCP server that provides BM25-ranked search and structured access to over 1,300 AI skills, enabling context-efficient discovery and usage of AI capabilities while minimizing token consumption.
Sentrux MCP Server
Real-time architectural sensor that helps AI agents close the feedback loop, enabling recursive self-improvement of code quality. Pure Rust.
Metamcp MCP Server
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
Generative Ai MCP Server
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
Super Agent Party MCP Server
⭐ All-in-one AI companion! Super Agent Party = Self hosted neuro sama + openclaw! ⭐ 全能AI伴侣！超级智能体派对 = 自托管neuro sama + openclaw!
Obsidian Local Rest Api MCP Server
A secure REST API and Model Context Protocol (MCP) server for your vault.
Gemini MCP Tool
A Model Context Protocol server that enables AI assistants to interact with Google Gemini CLI, allowing them to leverage Gemini's large token window for analyzing files and codebases using natural language commands.
Perplexity API Platform MCP Server
Provides AI assistants with real-time web search, reasoning, and research capabilities through Perplexity's Sonar models and Search API. Supports quick searches, deep research, advanced reasoning, and direct web search with ranked results.
agent-device
Discovery router for the agent-device CLI with status, install, help, prompts, and resources.
Financial Datasets MCP Server
Provides access to comprehensive financial data including income statements, balance sheets, cash flow statements, stock prices, company news, SEC filings, and cryptocurrency information with built-in financial ratio analysis.
Unla MCP Server
🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Features Docker deployment and management UI, requiring no infrastructure modifications.
Shrimp Task Manager
MCP Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like
mcphub
MCPHub transforms scattered MCP servers into one unified platform. Connect your AI agent to a single endpoint and instantly unlock unlimited tools—no more juggling dozens of server configs. Hot-swap plugins without restart, proxy existing servers in
Fusio MCP Server
Self-Hosted API Management for Builders
Vexa
Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket transcripts, MCP server for AI agents. Self-host or use hosted SaaS.
DevDocs MCP Server
Provides AI models with direct access to documentation for over 600 technologies from DevDocs.io, including popular languages, frameworks, and tools. It enables comprehensive searching, content retrieval, and offline access via an intelligent local c
Open Seo MCP Server
Open source alternative to Semrush and Ahrefs
Ghidra MCP Server
Bridges Ghidra's reverse engineering capabilities with AI tools through 179 specialized tools for automated binary analysis and documentation. It supports full read/write access for function decompilation, renaming, and cross-binary documentation tra
MCP Router
A centralized gateway platform for aggregating and managing multiple Model Context Protocol (MCP) servers through a single Electron-based interface. It provides enterprise-grade security features including policy-based access control, human-in-the-lo
Superglue MCP
A service that enables agents to build deterministic workflows across apps, databases and APIs using natural language, handling schema mapping, drift detection, and execution of integration pipelines automatically.
Superglue MCP Server
superglue (YC W25) builds integrations and tools from natural language. Get production-grade tools for long tail and enterprise systems.
1313
directory for Awesome MCP Servers
Mcpso MCP Server
directory for Awesome MCP Servers
Beelzebub MCP Honeypot
Description: Introduce Beelzebub, an MCP‑based honeypot framework that enables creating decoy tools to detect prompt injection and malicious agent behavior. Motivation: Strengthen the security of LLM workflows by adding a non‑intrusive detection mech
Tavily MCP Server
Provides AI assistants with real-time web search, intelligent data extraction from web pages, website mapping, and web crawling capabilities through Tavily's API. Enables comprehensive web research and content analysis through natural language intera
iOS Simulator MCP
📇 🏠 🍎 - A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.
Agentset
The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.
Office Word MCP Server
Enables AI assistants to create, read, and manipulate Microsoft Word documents with comprehensive formatting, table creation, content management, and document protection capabilities. Supports advanced operations like merging documents, PDF conversio
Esp32 Nat Router MCP Server
An AI-enabled NAT Router/Firewall for the ESP32
LinkedIn MCP Server
An MCP server for LinkedIn automation that enables users to search for jobs, retrieve profile details, manage connections, and read or send messages. It leverages Playwright and Browserbase to interact with LinkedIn through an existing authenticated
MCP Agent Mail
A coordination layer for coding agents that provides memorable identities, inbox/outbox messaging, searchable message history, and file lease management to prevent conflicts. Uses Git for human-auditable artifacts and SQLite for fast queries, enablin
Excalidraw MCP Server
Enables AI agents to programmatically control a live Excalidraw canvas through element-level CRUD operations and real-time synchronization. It allows agents to iteratively build, inspect, and refine diagrams while providing visual feedback via screen
Mcpb MCP Server
Desktop Extensions: One-click local MCP server installation in desktop apps
Context+
Context+ is a semantic intelligence server that transforms codebases into searchable, hierarchical feature graphs using RAG, Tree-sitter AST, and spectral clustering. It provides tools for deep code discovery, blast radius analysis, and memory graph
Contextplus MCP Server
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style linking, Context+ turns a massive codebase into a
unreal-mcp
Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).
Claude Code Everything You Need To Know MCP Server
The ultimate all-in-one guide to mastering Claude Code. From setup, prompt engineering, commands, hooks, workflows, automation, and integrations, to MCP servers, tools, and the BMAD method—packed with step-by-step tutorials, real-world examples, and
MCP Memory Service
Provides semantic memory and persistent storage for Claude, leveraging ChromaDB and sentence transformers for enhanced search and retrieval capabilities.
github-codemunch-mcp
A token-efficient MCP server for exploring GitHub repositories using tree-sitter AST parsing to extract symbol signatures and summaries. It enables users to search and retrieve specific code components while significantly reducing token consumption c
Mai Ui MCP Server
MAI-UI: Real-World Centric Foundation GUI Agents ranging from 2B to 235B
Korean Law MCP Server
국가법령정보MCP v4.0 | 법제처 41개 API → 17개 MCP 도구. 법령·판례·조례 검색 + LLM 환각 방지 인용검증 + 조문 영향 그래프(impact_map) + 시점 비교 자동 diff(time_travel) + 시민 5단계 실행 가이드(action_plan) | 41 Korean legal APIs → 17 MCP tools
Minecraftdev MCP Server
Plugin for IntelliJ IDEA that gives special support for Minecraft modding projects.
Pg Aiguide MCP Server
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
PowerPoint MCP Server
A MCP (Model Context Protocol) server for PowerPoint manipulation using python-pptx. This server provides tools for creating, editing, and manipulating PowerPoint presentations through the MCP protocol.
Kubb MCP Server
🧡 The meta framework for code generation. Automate OpenAPI to type-safe TypeScript, Zod, and TanStack Query with a modular, plugin-based engine.
azure-devops-mcp-server
This server provides a convenient API for interacting with Azure DevOps services, enabling AI assistants and other tools to manage work items, code repositories, boards, sprints, and more. Built with the Model Context Protocol, it provides a standard
Cocoindex Code MCP Server
A super light-weight embedded code search engine CLI (AST based) that just works - saves 70% token and improves speed for coding agent 🌟 Star if you like it!
Unity Editor MCP Server
Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs
Anyquery MCP Server
🏎️ 🏠 ☁️ - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
MCP Server for MySQL
Provides access to MySQL databases with fine-grained access control, supporting multiple databases simultaneously with configurable access modes (readonly, readwrite, full) and table-level permissions using whitelists, blacklists, wildcards, and rege
Supermemory MCP
An MCP server that enables users to visualize Supermemory document data as an interactive memory graph within MCP-compatible clients like Claude. It provides a dedicated tool to fetch and render data as an interactive widget while keeping API keys se
Microsoft Learn Docs MCP Server
The Microsoft Learn Docs MCP Server is a cloud-hosted service that enables clients like GitHub Copilot and other AI agents to bring trusted and up-to-date information directly from Microsoft's official documentation. It is a remote MCP Server using s
Awesome Agentic Ai Zh MCP Server
A structured, trilingual (繁中 / 简中 / English) learning roadmap for agentic AI — from LLM basics to multi-agent systems. 8 stages · 145+ curated projects · hands-on exercises. 中文 AI agent 學習地圖。
n8n MCP Server
Enables users to manage workflows, monitor executions, and perform administrative tasks in n8n through natural language conversations with Claude. It provides over 40 tools to control self-hosted or cloud n8n instances via the Model Context Protocol.
Slack MCP
A Message Control Protocol server that integrates with Slack to provide channel management, messaging capabilities, and log monitoring across multiple servers, enabling teams to share logs and receive automated alerts in Slack channels.
kubernetes-mcp-server
A Model Context Protocol (MCP) server that provides safe, read-only access to Kubernetes resources for debugging and inspection. Built with security in mind, it offers comprehensive cluster visibility without modification capabilities.
Multiagentppt MCP Server
MultiAgentPPT 是一个集成了 A2A（Agent2Agent）+ MCP（Model Context Protocol）+ ADK（Agent Development Kit） 架构的智能化演示文稿生成系统，支持通过多智能体协作和流式并发机制
Mcptools MCP Server
A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.
mcp-brasil
An MCP server that connects AI agents to over 200 tools across 27 Brazilian public APIs, covering economic, legislative, transparency, and judicial data. It enables users to query and cross-reference extensive government datasets from sources like IB
stripe
The Stripe Model Context Protocol server allows you to integrate with Stripe APIs through function calling. This protocol supports various tools to interact with different Stripe services.
MCP Language Server
Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references.
mcp-installer
This server is a server that installs other MCP servers for you. Install it, and you can ask Claude to install MCP servers hosted in npm or PyPi for you. Requires npx and uv to be installed for node and Python servers respectively.
Paper Search MCP
Enables searching and downloading academic papers from multiple sources including arXiv, PubMed, bioRxiv, Google Scholar, and Semantic Scholar. Provides standardized tools for research workflows and OpenAI Deep Research integration.
JsHookMcp
MCP server for JavaScript analysis, security auditing, browser automation and hooks
Better Agents MCP Server
Standards for building agents, better
Hotpath Rs MCP Server
Quickly find bottlenecks in Rust - one profiler for CPU, time, memory, and async code.
Mcp Reborn MCP Server
MCP-Reborn is an MCP (Mod Coder Pack) for Minecraft for making modded clients and researching its code. (1.13-1.21.4)
Llm For Zotero MCP Server
A research agent system deeply rooted in your own Zotero library.
Php Sdk MCP Server
The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.
Docker Mcp Tutorial MCP Server
Complete tutorial materials for building MCP servers with Docker - from NetworkChuck's video
Tavily Key Generator MCP Server
Multi-service toolkit for Tavily and Firecrawl signup automation, key validation, and isolated proxy pools.
MiniMax MCP Server
Bridges MiniMax AI capabilities to the Model Context Protocol, enabling AI agents to perform image understanding, text-to-image generation, and speech synthesis. It provides a standardized interface for accessing MiniMax's core tools via JSON-RPC.
datagouv-mcp
An MCP server that connects AI chatbots directly to data.gouv.fr, France’s national open data platform. It allows users to search, explore, and analyze thousands of public datasets simply by asking questions in natural language.
Guide MCP Server
The Figma MCP server brings Figma design context directly into your AI workflow.
Code Mode MCP Server
🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.
ShipSwift
AI-native SwiftUI component library with full-stack recipes — connect via MCP for instant access.
iMCP
A universal bridge that turns legacy backend services and modern APIs into AI-accessible tools without requiring code rewrites. It dynamically generates tool definitions from WSDL, OpenAPI, or custom JSON specs to enable AI assistants to interact wit
phantom-mcp
An MCP server that enables Claude Code to visually test and control iOS simulators, Android emulators, and real devices through 22 automation tools. It automatically generates test reports with screenshots for mobile app testing directly from the ter
JS Reverse MCP
An MCP server for JavaScript reverse engineering that enables AI to perform browser debugging, script analysis, and automated hook injection. It streamlines complex workflows like deobfuscation, network tracing, and risk assessment through direct bro
Data Api Builder MCP Server
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.
mcp-server-qdrant
MCP server for document ingestion and semantic search on Qdrant. Enables ingesting local documents, generating embeddings with OpenAI, and performing vector search with metadata filters.
Js Reverse MCP Server
为 AI Agent 设计的 JS 逆向 MCP Server，内置反检测，基于 chrome-devtools-mcp 重构 | JS reverse engineering MCP server with agent-first tool design and built-in anti-detection. Rebuilt from chrome-devtools-mcp.
Swift Sdk MCP Server
[TypeScript MCP SDK](https://github.com/modelcontextprotocol/typescript-sdk)
Terraform MCP Server
🎖️🏎️☁️ - The official Terraform MCP Server seamlessly integrates with the Terraform ecosystem, enabling provider discovery, module analysis, and direct Registry API integration for advanced Infrastructure as Code workflows.
ElevenLabs MCP Server
Provides comprehensive access to ElevenLabs AI audio features including text-to-speech, voice cloning, sound generation, and audio isolation. Enables users to generate high-quality speech, manage voices, transform audio, and access ElevenLabs service
Aso Skills MCP Server
AI agent skills for App Store Optimization (ASO) and app marketing. Built for indie developers, app marketers, and growth teams who want Cursor, Claude Code, or any Agent Skills-compatible AI assistant to help with keyword research, metadata optimiza
Kotlin Sdk MCP Server
The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains
Deepwiki MCP Server
Crawls and converts DeepWiki documentation pages into Markdown format, enabling retrieval of complete documentation or specific pages from repositories. Note: Currently not functional due to DeepWiki scraping restrictions.
docs-mcp-server
The official documentation of Gaia. Learn how to run nodes, deploy nodes to domains, find framework integrations and learn how to build and run agents with decentralized inferencing.
Mcp Windbg MCP Server
A Model Context Protocol server for Windows crash dump analysis using WinDbg/CDB
Damn Vulnerable Mcp MCP Server
Damn Vulnerable MCP Server
Damn Vulnerable Model Context Protocol (DVMCP)
An educational project that deliberately implements vulnerable MCP servers to demonstrate various security risks like prompt injection, tool poisoning, and code execution for training security researchers and AI safety professionals.
Sourcey MCP Server
Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.
mcpvault
Local, encrypted credential vault for AI agents that enables secure multi-account management across services like Supabase, GitHub, Vercel, and Stripe, allowing seamless account switching without restarting the chat client.
Langchain4J Aideepin MCP Server
基于AI的工作效率提升工具（聊天、绘画、知识库、工作流、 MCP服务市场、语音输入输出、长期记忆） | Ai-based productivity tools (Chat,Draw,RAG,Workflow,MCP marketplace, ASR,TTS, Long-term memory etc)
Claude Code MCP Server
A server that allows LLMs to run Claude Code with all permissions bypassed automatically, enabling code execution and file editing without permission interruptions.
open-webSearch
🐍 📇 ☁️ - Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.
Apple Docs MCP
Provides access to Apple's official developer documentation, frameworks, APIs, and WWDC session transcripts across all Apple platforms. It enables AI assistants to search technical guides, sample code, and platform compatibility information using nat
Apple Docs MCP Server
MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants
ChunkHound
A local-first codebase intelligence tool that enables AI assistants to research codebases using semantic search, multi-hop relationship discovery, and structural parsing. It allows users to extract architectural patterns and institutional knowledge a
@noticed/cli
CLI and stdio MCP server for noticed. Exposes ~50 noticed agent capabilities (network search across GitHub + LinkedIn, missions, PRM, memory, workspace, web search, cron, ...) via two meta-tools — search + execute — to any MCP-aware client (Claude Co
Xiaozhi Esp32 Server Java MCP Server
小智ESP32的Java企业级管理平台，提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案
MySQL MCP Server
Enables AI assistants to securely interact with MySQL databases for schema discovery, data querying, and record management with configurable access controls. It provides specialized tools for listing tables, describing structures, and performing CRUD
XMCP
A comprehensive MCP server for X/Twitter featuring over 70 tools for research, engagement, and publishing with granular permission-based access control. It includes specialized Playwright-powered tools for fetching X articles and supports extensive a
actors-mcp-server
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.
Draw.io MCP Server
Enables AI agents to programmatically create, modify, and analyze Draw.io diagrams through the Model Context Protocol. Supports generating architectural diagrams, flowcharts, and visualizations with bidirectional communication between AI systems and
ROS MCP Server
Enables control of ROS/ROS2 robots through natural language commands by translating LLM instructions into ROS topics and services. Supports cross-platform WebSocket-based communication with existing robot systems without requiring code modifications.
Web Eval Agent MCP Server
An MCP server that autonomously evaluates web applications.
WebEvalAgent MCP Server
Unleashes LLM-powered agents to autonomously execute and debug web apps directly in your code editor, with features like webapp navigation, network traffic capture, and console error collection.
Antigravity Workspace Template MCP Server
Multi-agent knowledge engine (ag-refresh / ag-ask) that turns any codebase into a queryable AI assistant.Workspace template + MCP server for Claude Code, Codex CLI, Cursor & Windsurf.
Ros MCP Server
Connect AI models like Claude & GPT with robots using MCP and ROS.
Agent MCP
Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for developers building AI applications that benefit from multiple special
Grafbase MCP Server
[Acquired by The Guild] The Grafbase GraphQL Federation Gateway
Wenyan MCP Server
Bridges AI writing and content platforms by enabling AI agents to format Markdown and publish posts directly to WeChat Official Accounts with automatic image handling. It supports conversational theme management and streamlined drafting to eliminate
Wenyan MCP Server
文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。
Mcp Golang MCP Server
Write Model Context Protocol servers in few lines of go code. Docs at https://mcpgolang.com . Created by https://metoro.io
sceneview-mcp
28 tools for 3D and AR development — code generation, validation, model search (Sketchfab), and complete API reference. Android (Compose + Filament), iOS (SwiftUI + RealityKit), Web (Kotlin/JS + Filament.js). The only MCP server for 3D mobile develop
Azure MCP Server
Enables monitoring and management of Azure resources including Virtual Machines (VMs) and Virtual Machine Scale Sets (VMSS) through a RESTful API with secure Service Principal authentication.
A2V MCP Server
A2V: Next-Gen AI Value Compute Protocol.
GitHub Official
Official GitHub integration with comprehensive API coverage
Aworld MCP Server
Search, understand, reproduce, and improve an idea with ease
Aipex MCP Server
AIPex: AI browser automation assistant, no migration and privacy first. Alternative to Manus Browser Operator、 Claude Chrome and Agent Browser
Voice Mode
Natural voice conversations for AI assistants that brings human-like voice interactions to Claude, ChatGPT, and other LLMs through the Model Context Protocol (MCP).
Voicemode MCP Server
Natural voice conversations with Claude Code
MeiGen AI Image Generation MCP
📇 ☁️ 🏠 - AI image generation & editing MCP server with 1,500+ curated promp
Fast MCP Server
A demo MCP server from https://github.com/modelcontextprotocol/python-sdk guide
webclaw
🦀 🏠 🍎 🐧 - Web content extraction for AI agents. 10 tools: scrape, crawl, map, batch, extract, summarize, diff, brand,
Aperag MCP Server
🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering
DuckDuckGo MCP Server
A free and unlimited web search server that enables AI models to search, crawl, and research web content using DuckDuckGo without requiring API keys. It features parallel crawling and a smart ranking system to prioritize the most relevant information
Meigen Ai Design Mcp MCP Server
Supports GPT Image 2, Nanobanana & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task orchestration system
Todo For Ai MCP Server
🤖 A comprehensive task management system specifically designed for AI assistants. Supports project management, task tracking, team collaboration, and seamless AI integration through MCP (Model Context Protocol). Built with modern tech stack including
Himarket MCP Server
HiMarket is an enterprise-level 'AI Capability Marketplace and Developer Ecosystem Hub.' It is not merely a simple aggregation of traditional APIs, but rather a comprehensive platform that packages, publishes, manages, and operates core AI assets suc
MCP CLI
A command-line tool for creating and running Model Context Protocol servers that expose resources, tools, and prompts to LLM clients.
Short Video Maker MCP
Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the Model Context Protocol (MCP) and a REST API.
Gearboy MCP Server
Game Boy / Game Boy Color / Super Game Boy emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
MCP Adapter
Automatically converts OpenAPI specifications into Model Context Protocol applications, enabling HTTP APIs to be managed as MCP services. It features a dynamic architecture that monitors file systems or Kubernetes ConfigMaps to update MCP tools in re
Gmail AutoAuth MCP Server
Enables AI assistants to manage Gmail through natural language interactions, supporting email operations (send, read, search, draft), comprehensive attachment handling (send, receive, download), label management, filters, and batch operations with au
Jupyter MCP Server
Enables interaction with Jupyter notebooks through the Model Context Protocol, supporting code execution and markdown insertion within JupyterLab environments.
Telegram MCP Server
Enables interaction with Telegram channels through the Bot API, supporting comprehensive messaging operations including sending text/photos, creating polls, managing reactions, and editing/deleting messages. Provides complete channel management capab
Ref
A powerful search tool to check technical documentation. Great for finding facts or code snippets. Can be used to search for public documentation on the web or github as well from private resources li
LetsFG
Agent-native flight search & booking. Saved \$116 across 5 routes vs Google Flights (verified). 400+ airlines in 5 seconds. Join the community - Star and spread the word
Ref Tools MCP Server
Helping coding agents never make mistakes working with public or private libraries without wasting the context window.
Quickstart Resources MCP Server
A repository of servers and clients from the Model Context Protocol tutorials
DaVinci Resolve MCP
A server that enables LLM applications to interact directly with DaVinci Resolve video editing software, allowing AI-assisted capabilities like accessing timeline information and automating editing workflows.
zen-mcp
Selfhosted notes app. Single golang binary, notes stored as markdown within SQLite, full-text search, very low resource usage
Weave MCP Server
A highly efficient, secure, and stable application development platform with excellent performance, easy scalability, and deep integration of AI capabilities such as LLM, AI Chat, RAG, and Agents.高效、安全、稳定的服务研发平台，具备良好性能，同时易扩展，深度集成LLM、AIChat、RAG、Agent等
Keeper Sh MCP Server
Calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or ICS.
Azure Skills MCP Server
Official agent plugin providing skills and MCP server configurations for Azure scenarios.
Tools MCP Server
A set of tools that gives agents powerful capabilities.
WebMCP
A framework that enables websites to share tools, resources, and prompts with client-side LLMs without requiring API keys, allowing users to interact with web services using their preferred models.
Awesome Remote Mcp Servers MCP Server
** - A curated list of **remote** MCP servers, including their authentication support by **[JAW9C](https://github.com/jaw9c)**
Brave Search MCP Server
Integrates the Brave Search API to provide web and local search capabilities, including news, articles, and business information. It features smart fallbacks from local to web search and supports pagination and freshness controls.
MCPJungle mcp gateway
MCPJungle is a self-hosted MCP Registry and Gateway suitable for both local and enterprise deployments. It provides a single URL for your MCP clients to access servers and a central platform for you to track your MCPs and client-server interactions.
RedNote MCP
Enables users to search and retrieve content from Xiaohongshu (Red Book) platform with smart search capabilities and rich data extraction including note content, author information, and images.
Mcpjungle MCP Server
One place to manage & connect to all your MCP servers
KiCAD-MCP-Server
A Model Context Protocol server that enables interaction with KiCad electronic design projects, allowing users to list projects, analyze PCB designs, run design rule checks, and visualize PCB layouts through natural language.
Searchat MCP Server
Search + Chat = SearChat(AI Chat with Search), Support OpenAI/Anthropic/VertexAI/Gemini, DeepResearch, SearXNG, Docker. AI对话式搜索引擎，支持DeepResearch, 支持OpenAI/Anthropic/VertexAI/Gemini接口、聚合搜索引擎SearXNG，支持Docker一键部署。
Fetch MCP
A template for deploying remote Model Context Protocol servers on Cloudflare Workers using Server-Sent Events without authentication. It enables users to host custom tools on the edge and connect them to clients like Claude Desktop or the Cloudflare
Awesome Harness Engineering MCP Server
Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.
Mirobody MCP Server
Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.
mcp-server-chatsum
Query and summarize your chat messages with AI prompts.
MongoDB MCP Server
This repository implements an MCP (Model Context Protocol) server that connects to a MongoDB database and exposes operations for managing databases, collections, documents, indexes, and bulk operations. It uses Node.js, TypeScript, and the MCP SDK, e
douyin-mcp-server
🎥 Douyin (TikTok China) MCP Server - Automated video upload service via Model Context Protocol for AI integration
Openops MCP Server
The batteries-included, No-Code FinOps automation platform, with the AI you trust.
MCP Boilerplate
A modern, lightning-fast starter template for building Model Context Protocol applications with Bun, enabling developers to create MCP servers with TypeScript support, validation, and environment configuration.
Better Icons
Provides access to over 200,000 icons from 150+ collections with features for searching, recommendations, and direct file synchronization. It supports multiple frameworks and optimizes AI performance by writing icon code directly to project files.
CloudBase MCP
Bridges AI IDEs with Tencent CloudBase for seamless deployment, enabling users to go from AI-generated code to live applications with automatic cloud resource configuration, database setup, and intelligent debugging.
Jarvis Registry MCP Server
Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, access control, and full observability.
Hister MCP Server
Your own search engine
Reactuse MCP Server
115+ production-ready React Hooks for sensors, UI, state & browser APIs. Tree-shakable, SSR-safe, TypeScript-first. Used by Shopee, PDD & Ctrip. Inspired by VueUse.
Google Meta Ads Ga4 MCP Server
MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor, n8n, Windsurf & more. 250+ tools for campaign management, analytics & optimization.
Jarvis MCP Server
A 100% private AI voice assistant that lives on your computer (works offline). Talk naturally as if Jarvis is a third person in the room, and get conversational responses. It remembers everything, knows location and time, can check the web, control C
freecad mcp
Enables users to control FreeCAD through natural language for creating, editing, and managing 3D objects and documents. It supports executing Python code, capturing screenshots of the workspace, and importing parts from the FreeCAD library.
Ollama Mcp Bridge MCP Server
Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model Context Protocol) servers. Fully compatible, transparent, and developer-friendly, ideal for building powerful local LLM applications, AI agents, and custom chatbots
TradeMemory Protocol
An MCP server that provides AI trading agents with persistent, outcome-weighted memory to learn from historical performance and detect behavioral biases. It enables agents to automatically adjust strategies and optimize position sizing based on conte
Proxima MCP Server
Multi-AI MCP Server - Connect ChatGPT, Claude, Gemini & Perplexity to your coding tools without any API
Cocos Creator MCP Server Plugin
一款全面的、便捷的cocos creator AI MCP服务插件，适用于3.8.0以上cocos版本，一键安装，一键启动。A comprehensive and convenient cocos creator AI MCP service plug-in, suitable for cocos versions above 3.8.0, one-click installation and one-click start.
Claude Delegator MCP Server
Delegate tasks to Codex and Gemini directly from within Claude Code.
kordoc
An MCP server that parses South Korean document formats like HWP, HWPX, and PDF into Markdown. It features specialized table reconstruction and security-hardened extraction optimized for administrative and public institution files.
mcp-jetbrains
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio
QGIS MCP Server
Connects Claude AI to QGIS through the Model Context Protocol, allowing Claude to directly interact with and control QGIS for tasks like project creation, layer manipulation, and code execution.
Neo4j MCP Clients & Servers
This lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things with Neo4j and your Aura account.
code-index-mcp
A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup
Mcp Scanner MCP Server
Advanced Shodan-based scanner for discovering, verifying, and enumerating Model Context Protocol (MCP) servers and AI infrastructure tools over HTTP & SSE.
figma-mcp-go
🏎️ 🏠 🍎 🪟 🐧 - Figma MCP server with full read/write access via plugin bridge — no API token,
mcp-bridge
这是一个为 Cocos Creator 设计的 MCP (Model Context Protocol) 桥接插件，用于连接外部 AI 工具与 Cocos Creator 编辑器，实现对场景、节点等资源的自动化操作。
Meta Ads MCP
A Model Context Protocol server that allows AI models to access, analyze, and manage Meta advertising campaigns, enabling LLMs to retrieve performance data, visualize ad creatives, and provide strategic insights for Facebook and Instagram platforms.
Modular RAG MCP Server
A pluggable and observable Retrieval-Augmented Generation framework that exposes hybrid search and document management tools via the Model Context Protocol. It features a complete ingestion pipeline with multi-modal support, automated evaluation usin
Yargı MCP
A FastMCP server providing access to various Turkish legal databases including Supreme Court, Council of State, Constitutional Court, and Public Procurement Authority decisions through a standardized MCP interface for LLM applications.
Awesome Openclaw MCP Server
A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) — open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.
MCP Framework
A middleware system that connects large language models (LLMs) with various tool services through an OpenAI-compatible API, enabling enhanced AI assistant capabilities with features like file operations, web browsing, and database management.
MCP Server
Weather Data Fetcher MCP server built with Node.js, MCP SDK, and Zod. Provides weather details like temperature and forecast for cities such as Noida and Delhi via a registered tool. Simplifies API integration, enabling structured responses for clien
Nuxt Mcp Dev MCP Server
MCP server helping models to understand your Vite/Nuxt app better.
Openpets MCP Server
Desktop pets for AI coding agents. Install pets, connect Claude Code via MCP, and see live coding status on your desktop.
Memory Bank MCP Server
A Model Context Protocol server that provides structured workflow tools for managing software development projects through different complexity levels, offering specialized modes for project planning, design, implementation, and documentation.
token-savior
An MCP server that provides structural codebase indexing and surgical query tools to drastically reduce token usage through symbol-level searches and transitive impact analysis. It supports multiple languages and integrates with git to help AI agents
OpenAPI
Powerful bridge between OpenAPI specifications and AI assistants using the Model Context Protocol (MCP). Automatically converts any OpenAPI/Swagger API specification into MCP tools that can be used by AI assistants like Claude Desktop.
12306-mcp
获取当前日期，以上海时区（Asia/Shanghai, UTC+8）为准，返回格式为 'yyyy-MM-dd'。主要用于解析用户提到的相对日期（如“明天”、“下周三”），为其他需要日期的接口提供准确的日期输入。
Kubectl MCP Tool
A Model Context Protocol server that enables AI assistants to interact with Kubernetes clusters through natural language, supporting core Kubernetes operations, monitoring, security, and diagnostics.
Wassette MCP Server
Wassette: A security-oriented runtime that runs WebAssembly Components via MCP
Mix Core MCP Server
🚀 A future-proof enterprise web CMS supporting both headless and decoupled approaches. Build any type of app with customizable APIs on ASP.NET Core/.NET Core. Completely open-source and designed for flexibility. Since 2018.
Google Search Console MCP
Connects Google Search Console with Claude AI to enable SEO professionals to analyze their SEO data through natural language conversations, providing access to property information, search analytics, URL inspection, and sitemap management.
Awesome Mcp List MCP Server
A concise list for mcp servers
ToolFront MCP Server
Securely connects AI agents to multiple databases simultaneously while enabling collaborative learning from team query patterns, all while keeping data private by running locally.
hyper-mcp
A configurable MCP server wrapper for Cursor that eliminates tool count limits when using the Model Context Protocol.
Mcp Gsc MCP Server
Google Search Console Insights with Claude AI for SEOs
Web Search MCP Server
Enables comprehensive web searching and content extraction using multiple search engines (Bing, Brave, DuckDuckGo) without API keys. Provides tools for full web searches with content extraction, quick search summaries, and single webpage content retr
Annas MCP Server
MCP server and CLI tool for searching and downloading documents from Anna's Archive
Vectorcode MCP Server
A code repository indexing tool to supercharge your LLM experience.
mcp-knowledge-graph
An improved implementation of persistent memory using a local knowledge graph with a customizable --memory-path. This lets Claude remember information about the user across chats.
Open Codex Computer Use MCP Server
👾 Open Computer Use – Open-Source Alternative to Codex Computer Use
Octocode MCP
MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and co
Server MCP Server
This is the primary tool for discovering and accessing new tools, methods, features, or capabilities. **If a user asks for a tool, method, feature, or capability that you do not currently have, you MU
Bank Api MCP Server
The Bank API is a design reference project suitable to bootstrap development for a compliant and modern API.
Work Iq MCP Server
MCP Server and CLI for accessing Work IQ
boss-agent-cli
🐍 🏠 🍎 🪟 🐧 - BOSS Zhipin recruitment workflow for AI agents. 49 MCP
browser-use MCP Server
A FastMCP server that enables browser automation through natural language commands, allowing Language Models to browse the web, fill out forms, click buttons, and perform other web-based tasks via a simple API.
k8m
🏎️ ☁️/🏠 - Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
Supabase MCP Server
Connects Supabase projects to AI assistants, enabling them to manage database tables, execute SQL queries, and deploy Edge Functions through natural language. It provides a comprehensive suite of tools for project administration, including logs acces
Ruby Sdk MCP Server
[Rust MCP SDK](https://github.com/modelcontextprotocol/rust-sdk)
Glean MCP Server
A self-hosted RSS reader and personal knowledge management tool.
MCP Tools for Obsidian
A local MCP server that enables AI applications like Claude Desktop to securely access and work with Obsidian vaults, providing capabilities for reading notes, executing templates, and performing semantic searches.
zotero-mcp
It's a plugin extension in Zotero. Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP. Zotero MCP Plugin 是一个 Zotero 插件，通过 MCP协议实现 AI 助手与 Zotero深度集成。插件支持文献检索、元 数据管理、全文分析和智能问答等功能，让 Claude、ChatGPT 等 AI 工具能够直接访问和操作您的文献库。
SearXNG Server
An MCP server implementation that integrates the SearxNG API, providing web search capabilities.
macOS Automator MCP Server
A Model Context Protocol server that enables execution of AppleScript and JavaScript for Automation scripts on macOS, allowing programmatic control of applications and system functions through a rich knowledge base of pre-defined scripts.
Mcp Searxng MCP Server
MCP Server for SearXNG
Awesome Claude Code Plugins MCP Server
Awesome Claude Code plugins — a curated list of slash commands, subagents, MCP servers, and hooks for Claude Code
Arkon MCP Server
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (MCP) for automated, secure organizational knowledg
gcloud-mcp
A Google Cloud MCP server that enables users to manage Cloud Build and Cloud Run resources. It allows for listing builds and services, as well as retrieving detailed logs and execution status.
Vibetest Use
An MCP server that launches multiple Browser-Use agents to test websites for UI bugs, broken links, and accessibility issues. It supports automated testing of both live and localhost development sites using natural language prompts.
Powerbi Modeling MCP Server
The Power BI Modeling MCP Server, brings Power BI semantic modeling capabilities to your AI agents.
Drift MCP Server
Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.
Openyak MCP Server
Open-source local-first AI agent for desktop work. No account, no telemetry: use local models with Ollama/Rapid-MLX or bring your own provider key.
Mcp Marketplace MCP Server
This is the official repository for submitting MCP servers to be included in Cline's MCP Marketplace. If you’ve built an MCP server and want it to be discoverable and easily installable by millions of developers using Cline, submit your server here.
Aderyn MCP Server
Solidity Static Analyzer that easily integrates into your editor
Nuwax MCP Server
Nuwax Agent OS - The world's first universal agent operating system, building your private vertical general-purpose agent. 通用智能体操作系统，打造你私有的垂类通用智能体。新一代AI应用设计、开发、实践平台，无需代码，轻松创建，适合各类人群，支持多种端发布及API，提供完善的工作流、插件以及应用开发能力，RAG知识库与数据表存储能力，MCP接入以及开放能力。
context-portal
Context Portal (ConPort): A memory bank MCP server building a project-specific knowledge graph to supercharge AI assistants. Enables powerful Retrieval Augmented Generation (RAG) for context-aware development in your IDE.
Hyperbrowser
Welcome to Hyperbrowser, the Internet for AI. Hyperbrowser is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation. Built specifically for AI developers, it eliminates the headaches of local infrastru
Cupertino MCP Server
🏠 🍎 - Apple Documentation MCP Server. Search Apple developer docs, Swift Evolution proposals, and 600+ sample code projects with full-text search.
Fetch MCP Server
Enables fetching and converting web content into various formats including HTML, JSON, plain text, and Markdown. It supports custom request headers and provides specialized tools for on-demand web data retrieval and transformation.
Bytechef MCP Server
Open-source platform that unifies AI agent orchestration and workflow automation — autonomy and precision in one platform.
Next Devtools MCP Server
Next.js Development for Coding Agent
Tapo MCP Server
MCP server for discovering and controlling TP-Link Tapo smart home devices via AI Agents
Next.js DevTools MCP
Provides specialized development tools and utilities for Next.js, allowing AI agents to perform runtime diagnostics and access official documentation. It enables automated context initialization and real-time interaction with Next.js development serv
Android MCP Server
Enables AI agents to fully control Android devices through over 30 tools for app management, UI automation, and vision-based analysis via ADB. It supports multi-device management, action recording, and smart execution strategies ranging from UI hiera
alpaca-mcp-server
Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs
Lisa Py MCP Server
LLDB MCP Integration + other helpful commands
Cuga Agent MCP Server
CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web and APIs, OpenAPI/MCP integrations, composable architecture, reasoning modes, and policy-aware features.
Matlab Mcp Core MCP Server
Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.
Just Prompt
A lightweight MCP server that provides a unified interface to various LLM providers including OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama.
Microsoft 365 MCP Server
An MCP server that enables interaction with Microsoft 365 services like Outlook, OneDrive, Teams, and SharePoint via the Microsoft Graph API. It supports comprehensive operations including email management, file access, and organizational collaborati
K Dense Byok MCP Server
An AI co-scientist powered by Scientific Agent Skills running on your desktop.
PDF Reader MCP Server
Enables reading, searching, and metadata extraction from PDF files without loading the entire content into the context window. It provides efficient tools for text cleaning, page-specific extraction, and context-aware search results.
atlassian-mcp-server
An open-source Model Context Protocol (MCP) server for Atlassian Jira and Confluence Cloud, enabling LLMs to search, read, write, and manage issues and pages.
Docker MCP Server
An MCP server that enables AI assistants to manage Docker containers, images, networks, and volumes through a standardized interface. It supports comprehensive operations like container lifecycle management and image pulling while ensuring correct ha
HowToCook-MCP Server
Enables AI assistants to recommend recipes, plan weekly meals, and solve the 'what to eat today' problem by providing access to a comprehensive Chinese recipe database with smart filtering by categories, allergies, and dietary restrictions.
Passage Of Time MCP Server
🤖🕰️ An MCP server that gives language models temporal awareness and time calculation abilities. Teaching AI the significance of the passage of time through collaborative tool development.
Oxideterm MCP Server
Local-first SSH workspace for local shells and remote machines — SSH, SFTP, trzsz, port forwarding, lightweight remote editing, file management, and BYOK AI in one native binary. Built with Tauri 2 and pure Rust SSH. Zero Electron, zero OpenSSL, zero
obsidian-mcp
An MCP server that enables AI agents to read, search, write, and link notes in Obsidian vaults while respecting wikilinks, frontmatter, tags, and daily notes conventions, bundled with seven workflow-centric Claude Skills.
Langgraph Mcp Agents MCP Server
LangGraph-powered ReAct agent with Model Context Protocol (MCP) integration. A Streamlit web interface for dynamically configuring, deploying, and interacting with AI agents capable of accessing various data sources and APIs through MCP tools.
Axon
A graph-powered code intelligence engine that indexes codebases into a structural knowledge graph to provide AI agents with deep context on function calls, types, and execution flows. It offers local, zero-dependency tools for hybrid search, impact a
KeyID Agent Kit
Provides AI agents with a free, functional email address via the Model Context Protocol without requiring manual registration. It enables comprehensive email capabilities including sending, receiving, and managing messages, contacts, and automated se
MCP Kali Server
Connects AI assistants to 55+ Kali Linux security tools for automated CTF solving, penetration testing, and security analysis across 7 categories including cryptography, forensics, web security, and binary exploitation.
Sentry MCP
A remote Model Context Protocol server acting as middleware to the Sentry API, allowing AI assistants like Claude to access Sentry data and functionality through natural language interfaces.
Docsagent MCP Server
DocsAgent is a local-first AI documents assistant that lets you securely index and chat with thousands of desktop documents with zero cloud leakage.
Awesome Mcp Security MCP Server
Security scores for 800+ MCP servers. 9 analyzers scan for prompt injection, toxic flows, and attack surface risks. Updated daily. 🛡️
idea-reality-mcp
🐍 ☁️ 🍎 🪟 🐧 - Pre-build reality check for AI coding agents. Scans GitHub, Hacker News
MCP Proxy
Enables dynamic loading, hot-reloading, and orchestration of MCP servers without restarting Claude Code, allowing programmatic tool calling and workflow automation across multiple servers.
Jina AI Remote MCP Server
Provides access to Jina's web search, content extraction, image search, and AI-powered reranking tools through a comprehensive suite of URL processing and semantic analysis capabilities. Enables users to search the web, extract clean markdown from UR
Agent Toolkit For Aws MCP Server
Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS
MCP-Mem0
A template implementation of the Model Context Protocol server that integrates with Mem0 to provide AI agents with persistent memory capabilities for storing, retrieving, and searching memories using semantic search.
Codanna MCP Server
Local code intelligence MCP server and CLI for AI coding agents
Mcp Client Cli MCP Server
CLI chatbot client app that connects to a specified MCP server. Built using TypeScript, OpenAI SDK, and MCP SDK.
Go MCP Server
Go-MCP is a powerful Go(Golang) version of the MCP SDK that implements the Model Context Protocol (MCP) to facilitate seamless communication between external systems and AI applications.
Clihub MCP Server
Turn any MCP server into CLI
Semgrep MCP Server
An MCP server that provides a comprehensive interface to Semgrep, enabling users to scan code for security vulnerabilities, create custom rules, and analyze scan results through the Model Context Protocol.
agentshield-mcp
Full-stack security for AI agents — static analysis + MCP runtime interception. 31 rules detect prompt injection, data exfiltration, backdoors, tool poisoning, and cross-file attack chains. Includes MCP proxy for real-time blocking, Python AST taint
Fofamap MCP Server
FofaMap v2.0 是一款基于 Python3 开发的全网首个 AI 驱动红队资产测绘智能体。在延续原有 FOFA 数据采集、存活检测、统计聚合、图标 Hash 及批量查询等核心功能的基础上，2.0 版本原生支持 MCP 协议，可无缝接入 Cursor、Claude 等 AI 平台。其核心内置了 AI 自我反思机制，能根据查询结果自动调优语法，并智能联动 Nuclei 推荐精准扫描策略，实现从“被动采集”到“主动智能决策”的红队作业进化。
Infio Copilot MCP Server
A Cursor-inspired AI assistant for Obsidian that offers smart autocomplete and interactive chat with your selected notes
Claude Video Vision MCP Server
Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audio analysis
Elasticsearch MCP Server
Enables Claude Desktop to connect directly to Elasticsearch clusters for intelligent log analysis through natural language queries. Users can ask questions about their logs in plain English and get actionable insights without writing complex Elastics
Feishu MCP Server
A remote Model Context Protocol server for Feishu (Lark) that supports OAuth authentication and deployment on Cloudflare Workers. It allows AI clients to interact with Feishu documents, perform content searches, and manage document blocks with a zero
Feishu Mcp MCP Server
Feishu / Lark 飞书文档与任务管理工具，支持 MCP 服务器和 CLI + Skill 两种使用方式，可无缝集成 Cursor、Claude Code、Cline 等 AI 编码工具
mcp-wcgw
Shell and file edit capabilities tightly coupled to provide a powerful coding experience. You can work with different modes: architect and code-writer for separate plan and implementation phase. You can get it to invoke any cli command, e.g., compili
Reddit Buddy MCP
Enables AI assistants to browse Reddit, search posts, analyze user activity, and fetch comments without requiring API keys. Features smart caching, clean data responses, and optional authentication for higher rate limits.
Reddit Mcp Buddy MCP Server
Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.
Anytool MCP Server
'AnyTool: Universal Tool-Use Layer for AI Agents'
NestJS MCP Server Module
A NestJS module that allows services to be exposed as an MCP server with Server-Sent Events transport, facilitating tool discovery and execution by clients.
Stealth Browser MCP
Enables AI agents to perform undetectable browser automation that bypasses Cloudflare, antibots, and social media blocks. Provides 105 tools for element extraction, network debugging, and real-world web scraping with a 98.7% success rate on protected
Mineru Tianshu MCP Server
天枢 - 企业级 AI 一站式数据预处理平台 | PDF/Office转Markdown | 支持MCP协议AI助手集成 | Vue3+FastAPI全栈方案 | 文档解析 | 多模态信息提取
mcp-nixos
MCP-NixOS is a Model Context Protocol server that provides real-time, accurate information about NixOS packages, options, Home Manager, and nix-darwin configurations, preventing AI assistants from hallucinating about NixOS resources and enabling them
Cclsp MCP Server
Claude Code LSP: enhance your Claude Code experience with non-IDE dependent LSP integration.
Enrichmcp MCP Server
EnrichMCP is a python framework for building data driven MCP servers
MCP Gateway
Unify multiple MCP Servers & Skills into a single gateway — with proxy forwarding, authentication, and a management API. Typical use: expose local stdio servers as remote MCP endpoints, then use them in any web-based AI chat via a browser extension.
vibe
Social layer for AI coding — DMs, presence, discovery, and multiplayer games between developers. 68 tools including messaging, presence, memory, and 27 multiplayer games.
Filesystem MCP Server
Provides comprehensive filesystem operations (read, write, list, create, delete, move files and directories) through the Model Context Protocol with Streamable HTTP transport and built-in security through configurable root directory restrictions.
Mcpc MCP Server
An extension to MCP (Model-Context-Protocol) that enables two-way asynchronous communication between LLMs and tools through the already existing MCP transport - no additional transport layer needed.
FluxCD MCP Server
GitOps on Autopilot Mode
Unreal Engine MCP Server
Enables AI assistants to control Unreal Engine via Remote Control API for game development automation, including asset management, actor control, level editing, animation, physics, visual effects, and cinematics creation through natural language.
Flux Operator MCP Server
GitOps on Autopilot Mode
Opencode Studio MCP Server
web GUI for securely managing local OpenCode configuration
colab-mcp
Local-first MCP server for controlling Google Colab as a development, shell, file, and training runtime, with tools for notebook editing, GPU acceleration, and file transfer.
pipelock
Security proxy that wraps any MCP server with bidirectional scanning for credential leaks, prompt injection, and tool description poisoning. Also provides an HTTP fetch proxy with a 9-layer scanner pipeline for capability-separated agent deployments.
Mem Agent MCP Server
mem-agent mcp server
Metasploit MCP Server
Bridges large language models with the Metasploit Framework to enable natural language control over penetration testing workflows. It provides tools for searching modules, executing exploits, generating payloads, and managing active sessions.
Google Ads MCP
An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information, performance metrics, keyword analy
Android MCP
A lightweight bridge enabling AI agents to perform real-world tasks on Android devices such as app navigation, UI interaction, and automated QA testing without requiring computer-vision pipelines or preprogrammed scripts.
Apple Doc MCP
A Model Context Protocol server that provides AI coding assistants with direct access to Apple's Developer Documentation, enabling seamless lookup of frameworks, symbols, and detailed API references.
JADX-MCP-SERVER
A server that exposes the Jadx decompiler API over HTTP, enabling Claude to interact with decompiled Java/Android code to list classes, fetch source code, inspect methods/fields, and extract code live.
Get Started With Web3 MCP Server
Open-source bilingual AI-native Web3 curriculum: wallets, Bitcoin, Ethereum, DeFi, L2, DAO, smart accounts, llms.txt and MCP
OpenTabs
Open-source MCP server that gives AI agents access to 100+ web applications through the user's authenticated browser session. No API keys, no screenshots, no DOM scraping — talks directly to web app internal APIs via a Chrome extension. Supports Slac
Ai Polymarket Agent MCP Server
Enable Claude, ChatGPT, and other AI agents to analyze markets, fetch real-time odds, and execute trades on Polymarket using the Model Context Protocol (MCP).
Cloud Run MCP Server
A secure MCP server example that demonstrates how to deploy to Google Cloud Run with authentication and identity token protection. Serves as a tutorial template for building production-ready MCP servers in the cloud.
Cloud Run MCP Server
MCP server to deploy apps to Cloud Run
Awesome Web3 Mcp Servers MCP Server
DeMCP is the first Decentralized MCP network, offering SSE proxies for MCP services and mainstream LLMs, tackling trust and security with TEE and blockchain.
Mcp Link MCP Server
Let AI agents like ChatGPT & Claude use real-world local/remote tools you approve via browser extension + optional MCP server
Cloudsword MCP Server
一款帮助云租户发现和测试云上风险、增强云上防护能力的综合性开源工具
Mcp Handler MCP Server
Easily spin up an MCP Server on Next.js, Nuxt, Svelte, and more
Awesome A2A MCP Server
Agent2Agent (A2A) – awesome A2A agents, tools, servers & clients, all in one place.
Claude Talk to Figma MCP
Enables AI assistants like Claude and Cursor to interact directly with Figma to create, modify, and analyze design elements in real-time. It provides a comprehensive suite of tools for document inspection, styling, component management, and automated
Claude Talk To Figma MCP Server
A Model Context Protocol (MCP) that allows Claude Desktop and other AI tools (Claude Code, Cursor, Antigravity, etc.) to read, analyze, and modify Figma designs
MindOS
Local-first knowledge base MCP server. Lets AI agents (Claude Code, Cursor, etc.) read and write your personal knowledge base through 20 MCP tools. Zero cloud dependency — all files stay on your machine.
mcp-server-neon
Lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things with Neon.
Google Search MCP Server
A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.
Fantasypremierleague MCP Server
Fantasy Premier League Kotlin/Compose Multiplatform sample
manim-mcp-server
🐍 🏠 🪟 🐧 - A local MCP server that generates animations using Manim.
Openapi Mcp Generator MCP Server
A tool that converts OpenAPI specifications to MCP server
Tsidp MCP Server
A simple OIDC / OAuth Identity Provider (IdP) server for your tailnet.
mcp-sequentialthinking-tools
An adaptation of the MCP Sequential Thinking Server designed to guide tool usage in problem-solving. This server helps break down complex problems into manageable steps and provides recommendations for which MCP tools would be most effective at each
Galwaybus MCP Server
Galway Bus Kotlin Multiplatform project using Jetpack Compose and SwiftUI
Line Bot MCP Server
MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
mcp-minecraft
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game environment through natural language instruction
Bm Md MCP Server
更好用的 Markdown 排版助手｜一键适配微信公众号、网页与图片。
Borsa MCP
Provides comprehensive access to Turkish and US financial markets data including BIST stocks, US equities, TEFAS funds, cryptocurrencies, forex, and commodities through 72 tools with technical analysis, financial statements, and Buffett-style value i
MCP Pointer
An MCP server and Chrome extension that allows users to select browser DOM elements via a keyboard shortcut to provide detailed technical context to AI coding tools. It captures HTML attributes, CSS styles, and React component metadata, enabling agen
Financial News and Notes MCP Server
A TypeScript-based MCP server that enables users to query financial news, stock data, and index information while managing text notes with creation and summarization capabilities.
homeassistant-mcp
Home Assistant MCP Server - Control your smart home with AI assistants via the Model Context Protocol
CVE MCP Server
This MCP server transforms Claude into a comprehensive security analyst by providing access to 27 security tools across 21 APIs for vulnerability intelligence. It enables users to query multiple sources like NVD, EPSS, CISA KEV, and threat intelligen
Marmot MCP Server
The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.
Mimikastudio MCP Server
MimikaStudio - A local-first application for macOS (Apple Silicon) + Agentic MCP Support
Comunica MCP Server
📬 A knowledge graph querying framework for JavaScript
dbt-mcp
🎖️ 🐍 🏠 ☁️ - Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.
Vue MCP Server
Provides application insights for Vue apps by exposing component trees, state, routes, and Pinia data through a Model Context Protocol server.
Mcp Mermaid MCP Server
❤️ Generate mermaid diagram and chart with AI MCP dynamically.
MaverickMCP
A personal stock analysis MCP server that provides professional-grade financial data analysis, technical indicators, and portfolio optimization tools directly to your Claude Desktop interface. Pre-seeded with all 520 S\\&P 500 stocks and comprehensive
MCP Server Mermaid
Generate dynamic Mermaid diagrams and charts with AI assistance. Customize styles and export diagr…
iTerm MCP Server
This MCP server enables users to execute shell commands in the current iTerm2 session through integration with Claude Desktop, facilitating seamless command execution via the Model Context Protocol.
sonarqube-mcp
An MCP server for SonarQube that enables LLM agents to discover projects, analyze code quality metrics, check Quality Gate status, search issues with filters, and rank projects by worst-performing metrics. It provides read-only, safe access to SonarQ
Home Assistant Vibecode Agent MCP Server
Home Assistant MCP server agent. Enable Claude Code, Cursor, VS Code or any MCP-enabled IDE to help you vibe-code and manage Home Assistant: create and debug automations, design dashboards, tweak themes, modify configs, and deploy changes using natur
HA Vibecode Agent
An MCP server and Home Assistant add-on that enables AI assistants to manage smart homes by creating automations, designing dashboards, and interacting with entities. It features native access to Home Assistant APIs, built-in Git versioning for safe
mcp-shield
📇 🏠 🍎 🪟 🐧 - Security scanner for MCP servers. Detects backdoors, exfiltration code, obfuscation,
Rails MCP Server
A Ruby gem implementation of a Model Context Protocol (MCP) server for Rails projects. This server allows LLMs (Large Language Models) to interact with Rails projects through the Model Context Protocol.
Machi MCP Server
Agent behavior that compiles
WeRead MCP Server
A lightweight bridge server that connects WeChat Reading (WeRead) data with Claude Desktop, allowing seamless access to reading notes and book collections through natural language interactions.
Chroma MCP Server
A server that provides data retrieval capabilities powered by Chroma embedding database, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, and metadata filterin
Mantic Sh MCP Server
A structural code search engine for Al agents.
Obsidian MCP Server
Enables AI assistants like Claude to read, search, create, and manage notes in Obsidian vaults, with features for link analysis, tag management, daily notes, templates, and optional Google Calendar integration. Provides comprehensive vault operations
Tda MCP Server
TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or use it as MCP Server.
ida-mcp-server
A Model Context Protocol server for IDA interaction and automation. This server provides tools to read IDA database via Large Language Models.
mcp-server-youtube-transcript
A Model Context Protocol server that enables retrieval of transcripts from YouTube videos. This server provides direct access to video captions and subtitles through a simple interface.
Apple Health MCP Server
A Model Context Protocol server that enables seamless interaction between LLM-based agents and Apple Health data, allowing users to query, analyze, and manage health records through natural language commands.
Claude MCP x Google Docs
The Ultimate Google Docs, Sheets, Drive, Gmail, & Google Calendar MCP Server. This MCP (primarily for use in Claude Desktop) gains full access to your google suite and lets claude do its thing.
pg-mcp
PG-MCP is an HTTP server implementation that enables AI systems to interact with PostgreSQL databases via MCP, providing tools for querying, connecting to multiple databases, and exploring schema resources. The system enriches context by extracting t
Human Skill Tree MCP Server
🌳 AI-Powered Skill Tree for Lifelong Human Learning. 30+ skills from K-12 to career & social intelligence, built on cognitive science. | 人类养成记：AI 驱动的终身学习技能树
mcp-pandoc
🗄️ 🚀 - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
mcp-server-data-exploration
🐍 ☁️ - Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
concierge-mcp
MCP server for Concierge, enabling AI agents to manage Discord customer support operations including tickets, AI, knowledge base, analytics, and more via natural language.
CentralMind/Gateway
MCP-Server from your Database optimized for LLMs and AI-Agents. Supports PostgreSQL, MySQL, ClickHouse, Snowflake, MSSQL, BigQuery, Oracle Database, SQLite, ElasticSearch, DuckDB
Ethora MCP Server
SDK monorepo for Ethora chat / messaging platform. (1) Pick an SDK for your frontend stack. (2) Integrate manually or using ethora-setup. (3) Optionally configure app settings, deploy AI agents etc. Server: ethora.com cloud [free]. Dedicated server +
Cookhero MCP Server
CookHero是一个基于 LLM + RAG + Agent + 多模态的智能饮食与烹饪管理平台，支持智能菜谱查询、个性化饮食计划、AI 饮食记录、营养分析、Web 搜索增强，以及可扩展的 ReAct Agent / Subagent 工具体系，帮助厨房新手轻松成为“烹饪英雄”。
YouTube MCP Server
Provides distraction-free access to YouTube by allowing AI assistants to retrieve subscribed channels, latest videos, and transcripts without algorithmic recommendations. It enables searching within subscriptions and direct reading of video content t
Awesome Copilot Agents MCP Server
✨ A curated list of awesome GitHub instructions, prompt, skills, MCPs and agent markdown files for enhancing your GitHub Copilot AI experience.
n8n Workflow Builder MCP Server
AI-powered n8n workflow automation through natural language. MCP server enabling Claude AI & Cursor IDE to create, manage, and monitor workflows via Model Context Protocol. Multi-instance support, 17 tools, comprehensive docs. Build workflows convers
Scarf MCP Server
Native macOS and iOS App for the Hermes AI agent — multi-window, multi-server (local + remote over SSH). Chat, dashboard, sessions, memory, cron, MCP, and more.
Garmin MCP Server
Enables ChatGPT to access and analyze personal Garmin health data including daily steps, heart rate, calories, sleep duration, and body battery levels. Collects data via webhook from Garmin devices and provides health insights through natural languag
Email Sending MCP
A simple MCP server that enables users to send emails using Resend's API, integrating with tools like Cursor and Claude Desktop for seamless email composition and delivery.
Polymarket MCP Server
Enables AI agents to interact with the Polymarket prediction market platform to discover markets, analyze real-time pricing, and monitor public portfolio data. It provides comprehensive access to market analytics, implied probabilities, and order boo
BioMCP
A Model Context Protocol server that enhances language models with protein structure analysis capabilities, enabling detailed active site analysis and disease-related protein searches through established protein databases.
Redis MCP Server
Enables users to perform Redis database operations using the Model Context Protocol (MCP) tools, allowing for efficient data management through commands like setting, getting, and scanning hash fields.
claude-debugs-for-you
Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.
Pentest Agents MCP Server
Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and OpenClaw — 48 agents, 26 commands, 19 CLI tools, 2 MCP servers, autonomous hunt loops, exploit chain builder.
Bash Sdk MCP Server
Yes Mcp server in bash
Awesome Ai Tools For Ui MCP Server
Curated list of awesome AI tools to build beautiful UI/UX.
Travel Hacking Toolkit MCP Server
AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for Claude, Codex, and OpenCode.
Auto-Browser
🐍 🏠 🐧 🍎 🪟 - Open-source MCP-native browser agent with human takeover via noVNC, re
Open Multi Agent Canvas MCP Server
The open-source multi-agent chat interface that lets you manage multiple agents in one dynamic conversation and add MCP servers for deep research
Copilot MCP Server
A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and Codex CLI.
mcp-hub
An AI-native management hub that enables users to control WordPress, WooCommerce, and various self-hosted services like Gitea and Supabase through AI assistants. It provides a comprehensive suite of nearly 600 tools for managing content, ecommerce st
Vibe Check MCP
Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambigu
mcp-gsuite
MCP Server to interact with Google Gsuite prodcuts
Mcp Bench MCP Server
MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers
mcp-remote-macos-use
The only general AI agent that does NOT requires extra API key, giving you full control on your local and remote MacOs from Claude Desktop App
mcp-server-motherduck
SQL analytics and data engineering for AI Assistants and IDEs
Cordum_io
The open agent control plane. Govern autonomous AI agents with pre-execution policy enforcement, approval gates, and audit trails. Works with LangChain, CrewAI, MCP, and any framework.
xhs-mcp
Enables AI agents to automatically publish photo notes to Xiaohongshu (RedNote) using Playwright browser automation. It supports title, body, and image uploads while maintaining persistent login sessions for seamless automated posting.
docker-mcp
📇 🏠 - Docker operations — manage containers, images, volumes, networks, and compose s
Docfork
Retrieves up-to-date documentation and code examples for any library. This tool automatically searches for the library by name and fetches its documentation. Usage: 1. Provide the author and library
Director MCP Server
MCP Playbooks for AI agents
Unifapi MCP Server
UnifAPI — One Unified API for AI Agents
Ida Mcp Rs MCP Server
Headless IDA Pro MCP Server
atlas-mcp-server
ATLAS (Adaptive Task & Logic Automation System) is a Model Context Protocol server that provides hierarchical task management capabilities to Large Language Models. This tool provides LLMs with the structure and context needed to manage complex tasks
Things MCP Server
An MCP server that allows AI assistants like Claude Code, Claude Desktop, and Cursor to interact with Things.app on macOS, enabling task creation, updates, viewing, scheduling, and organization through natural language.
Laravel MCP Server
A Laravel package for implementing secure Model Context Protocol servers using Streamable HTTP and SSE transport, providing real-time communication and a scalable tool system for enterprise environments.
WireMCP
A Model Context Protocol server that provides LLMs with real-time network traffic analysis capabilities, enabling tasks like threat hunting, network diagnostics, and anomaly detection through Wireshark's tshark.
argocd-mcp
An MCP (Model Context Protocol) server that integrates with the ArgoCD API, enabling AI assistants and large language models to manage ArgoCD applications and resources through natural language interactions.
SSH MCP Server
Enables secure remote command execution and file operations over SSH/SFTP with automatic authentication resolution. Features built-in diagnostics that identify connection issues—such as stale host keys, unloaded agents, or permission errors—and provi
Doctor MCP Server
Lighthouse for MCP servers — CLI diagnostic and profiling tool that runs 8 checks against any MCP endpoint and produces a letter-graded report card with latency profiling, concurrency stress testing, schema validation, and CI/CD integration.
ssh-mcp-server
Enables AI assistants to securely execute remote SSH commands, perform file transfers, and monitor system status through a standardized interface. It features robust security controls including command whitelisting, blacklisting, and credential isola
Claw Orchestrator MCP Server
Run Claude Code, Codex, Gemini, Cursor Agent and custom coding CLIs as one unified runtime for claw-style agent systems. Runs standalone, with first-class OpenClaw plugin support.
Codex MCP Server
MCP server wrapper for OpenAI Codex CLI that enables Claude Code to leverage Codex's AI capabilities directly.
memorix
Cross-agent memory bridge for AI coding assistants. Persistent knowledge graph shared across 10 IDEs (Cursor, Windsurf, Claude Code, Codex, Copilot, Kiro, Antigravity, OpenCode, Trae, Gemini CLI) via MCP. 22 tools including team collaboration, auto-c
AppleScript MCP Server
A Model Context Protocol server that enables running AppleScript code to interact with Mac applications and system features including Notes, Calendar, Contacts, Messages, file management, and more.
yutu
🏎️ 🏠 🍎 🐧 🪟 - A fully functional MCP server and CLI for YouTube to automate YouTube operation
mcp-server-airbnb
Search for Airbnb listings and get detailed information about specific properties. Effortlessly plan your next trip with structured data and no API key required, while respecting Airbnb's guidelines.
Awesome Mcp Devtools MCP Server
A curated list of developer tools, SDKs, libraries, and testing utilities for Model Context Protocol (MCP) server development.
Puppeteer MCP Server
Enables LLMs to perform browser automation including web navigation, element interaction, and screenshot capture using Puppeteer. It provides capabilities for executing JavaScript in the browser and monitoring console logs for debugging and data extr
AnySearch
Unified real-time search engine skill for AI agents.
Apktool MCP Server
An MCP server that integrates with Apktool to provide live reverse engineering support for Android applications using Claude and other LLMs through the Model Context Protocol.
MCPX MCP Gateway
MCPX is a remote-first MCP aggregator that enables zero-code integration, unified access, and dynamic routing across multiple MCP servers. It offers tool-level access controls, usage visibility, and customization to streamline and secure agentic work
Bernstein - Multi-agent orchestration
🐍 🏠 ☁️ 🍎 🪟 🐧 - Deterministic multi-agent orchestrator for 37 CLI coding agents (Claude C
Prometheus MCP Server
Enables AI assistants to execute PromQL queries and discover metrics within AWS Managed Prometheus (AMP) using SigV4 authentication. It provides tools for instant and range queries, label management, and metric discovery in secure, VPC-isolated envir
airtable-mcp-server
A Model Context Protocol server that provides read and write access to Airtable databases. This server enables LLMs to inspect database schemas, then read and write records.
Roblox Studio MCP Server
Enables AI assistants to interact directly with Roblox Studio to explore project hierarchies, edit scripts, and perform bulk object manipulations through over 37 specialized tools. This enhanced fork features long polling for near-instant responses a
@him0/freee-mcp
An MCP server and Claude plugin that enables interaction with freee APIs for accounting, human resources, invoicing, and more. It provides secure OAuth 2.0 authentication and integrates detailed API reference skills to support tasks like creating inv
Gemini Cli Desktop MCP Server
Web/desktop UI for Gemini CLI/Qwen Code. Manage projects, switch between tools, search across past conversations, and manage MCP servers, all from one multilingual interface, locally or remotely.
1MCP Server
A unified Model Context Protocol server that aggregates multiple MCP servers into one, allowing AI assistants like Claude Desktop, Cursor, and Cherry Studio to connect to a single server instead of managing multiple instances.
Agent MCP Server
Agent! Is a native macOS App that works with any LLM [local and cloud], [open source and paid] Claude, OpenAI, Gemini, Ollama, Qwen, Hugging Face, and 12 more. Writes code, builds Xcode projects, bump versions, manages git, automates Safari (AppleScr
Security Detections Mcp MCP Server
MCP to help Defenders Detection Engineer Harder and Smarter
Spec-Driven Development MCP Server
An MCP server that enables AI-powered IDEs to implement a structured development workflow from requirements gathering to code implementation, guiding users through goal collection, requirements specification, design documentation, task planning, and
Spec Driven Development MCP Server
Spec-Driven Development MCP Server, not just Vibe Coding
Heym
Self-hosted, source-available AI workflow automation platform. Build multi-agent, RAG, and tool-using pipelines on a visual canvas and publish any workflow as an MCP server (stdio/SSE/Streamable HTTP). Also an MCP client via the agent node.
nexus-mcp
MCP server that lets AI models invoke CLI agents (Gemini, Codex, Claude, OpenCode) as tools — with parallel execution, retries, and structured output parsing.
BaiduMap
Baidu Map MCP Server
Mq MCP Server
A jq-like Markdown query language for command-line processing
Anytype MCP Server
Enables interaction with Anytype objects through the Anytype API, including creating, reading, updating, and deleting objects with full Markdown support. Features complete object update functionality that is not available in the official Anytype MCP
Stitch MCP Server
The Stitch extension for Gemini CLI enables you to interact with the Stitch MCP server using natural language commands.
Xiaohongshu (RedBook) MCP Server
Enables automated interaction with Xiaohongshu (Little Red Book) platform including searching posts, retrieving content and comments, and posting AI-generated comments with persistent login support.
Anytype MCP Server
An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, and more through natural language.
Designing Real World Ai Agents Workshop MCP Server
Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research Agent + Writing Workflow served as MCP servers. Includes code, slides, and video
Mcpadapt MCP Server
Unlock 650+ MCP servers tools in your favorite agentic framework.
Mcpmark MCP Server
MCPMark is a comprehensive, stress-testing MCP benchmark designed to evaluate model and agent capabilities in real-world MCP use.
RhinoMCP
Connects Rhino3D to Claude AI via the Model Context Protocol, enabling AI-assisted 3D modeling and design workflows through direct control of Rhino's functionality.
Reins MCP Server
Stop AI agents from doing things you didn't ask for.
Revit MCP
Allows AI to interact with Autodesk Revit via the MCP protocol, enabling retrieval of project data and automation of tasks like creating, modifying, and deleting elements.
Speakeasy MCP Server
Build APIs your users love ❤️ with Speakeasy. ✨ Polished and type-safe SDKs. 🌐 Terraform providers, MCP servers, CLIs and Contract Tests for your API. OpenAPI native.
Lsbot MCP Server
Lean & Secure Bot
Salesforce DX MCP Server
Enables secure interaction with Salesforce orgs through LLMs, providing tools for managing orgs, querying data, deploying metadata, running tests, and performing code analysis. Features granular access control and uses encrypted auth files to avoid e
Strava MCP Server
Connects Claude to the Strava API to provide direct access to fitness data, including athlete statistics, detailed activity logs, and time-series performance metrics. It enables users to analyze training progress, compare workouts, and retrieve speci
Distributed Load Testing On Aws MCP Server
Distributed Load Testing on AWS automates performance testing at scale, demonstrating how systems behave under different load conditions and helping identify potential performance issues throughout their lifecycle.
memora
Persistent memory with knowledge graph visualization, semantic/hybrid search, importance scoring, and cloud sync (S3/R2) for cross-session context management.
MCP Alchemy
🐍 🏠 - Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.
1C MCP Server
Инструмент для создания MCP-серверов в 1С:Предприятие путем разработки расширения конфигурации. Позволяет интегрировать данные и функциональность 1С с AI-ассистентами (Claude, Cursor и т.д.). Включает Python-прокси и пример расширения 1С с готовыми и
monday MCP Server
Enable AI agents to work reliably - giving them secure access to structured data, tools to take action, and the context needed to make smart decisions.
mcp-reddit
A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content.
Mcp Securitytools MCP Server
MCP-SecurityTools 是一个专注于收录和更新网络安全领域 MCP 的开源项目，旨在汇总、整理和优化各类与 MCP 相关的安全工具、技术及实战经验。
1C Mcp MCP Server
Инструмент для создания MCP-серверов в 1С:Предприятие путем разработки расширения конфигурации. Позволяет интегрировать данные и функциональность 1С с AI-ассистентами (Claude, Cursor и т.д.). Включает Python-прокси и пример расширения 1С с готовыми и
DroidMind
A Model Context Protocol (MCP) server that enables AI assistants to control and interact with Android devices, allowing for device management, app debugging, system analysis, and UI automation through natural language commands.
Pokemon Chat MCP Server
基于 LightRAG、LangGraph、MCP、RagFlow、微调LLMs宝可梦主题的智能聊天助手
Desktop MCP Server
Agentify Desktop lets Codex/Claude/OpenCode control your logged-in ChatGPT, Claude, AiStudio, Gemini, Grok, Perplexity web sessions via MCP, parallel hidden/visible tabs, file upload + image download
Skillz
An MCP server that transforms Claude-style skills and resources into callable tools for any MCP-compatible agent or client. It automatically discovers, exposes, and executes scripts from skills organized in local directories or packaged archives.
Deep Graph MCP Server
Enables seamless interaction with public or private code graphs from DeepGraph and CodeGPT to perform semantic searches and dependency analysis. It allows developers to explore architectural relationships, retrieve source code, and analyze repository
e2b-mcp-server
Giving Claude ability to run code with E2B via MCP (Model Context Protocol)
f2c-mcp-server
f2c-mcp-server
entroly-context-engine
Entroly is a high-performance context engineering engine that optimizes AI coding agent context windows through information-theoretic compression and reinforcement learning. It gives your AI 100% codebase visibility while reducing token consumption b
Todoist MCP Server
An MCP server that integrates with the Todoist REST API v2 to enable AI assistants to manage tasks, projects, sections, comments, and labels. It supports comprehensive operations including batch task creation, history tracking for completed tasks, an
Twitter MCP Server
Provides tools for accurate Twitter/X post character counting, validation, and optimization using official counting methods. It enables users to extract entities like URLs and hashtags to ensure content fits within platform constraints.
one-mcp
A lightweight MCP server that enables intelligent tool management and semantic search for APIs using sentence-transformers. It supports both REST and MCP interfaces across dual transport modes, allowing users to upload, manage, and query API tools wi
Automation MCP Server
Control your Mac with detailed mouse, keyboard, screen, and window management capabilities.
Token Optimizer MCP Server
📇 🏠 ☁️ 🍎 🪟 🐧 - Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ smart tools for API optimization, code analysis, and real-time monitoring.
mcp-apple-notes
📇 🏠 🍎 - Semantic search and RAG over Apple Notes with on-device embeddings, full C
YouTube Transcript MCP Server
Enables users to extract, search, and analyze YouTube video transcripts directly within MCP-compatible clients. It supports advanced features like time-chunked summaries, keyword searching with surrounding context, and batch processing for multiple v
mcp-hfspace
📇 ☁️ - Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.
Performancemonitor MCP Server
Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.
mcp-graphql
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs by providing schema introspection and query execution capabilities.
applescript-mcp
Run AppleScript code to interact with Mac applications and system features. This tool can access and manipulate data in Notes, Calendar, Contacts, Messages, Mail, Finder, Safari, and other Apple appli
Claude Skills MCP Server
Enables intelligent semantic search and discovery of relevant Claude Agent Skills using vector embeddings. Provides access to curated scientific skills and supports both GitHub repositories and local skill directories.
Kagi MCP Server
Enables integration with Kagi search engine services including web search, content summarization from URLs, and AI assistant conversations. Uses session tokens to access Kagi's search API, summarizer, and AI models directly within MCP-compatible appl
Kagimcp MCP Server
The Official Model Context Protocol (MCP) server for Kagi search & other tools.
SkillPort
A management toolkit for AI agent skills that provides an MCP server for search-first skill discovery and on-demand loading. It enables users to validate, organize, and serve standardized skills to MCP-compatible clients like Cursor and GitHub Copilo
Life Sciences MCP Server
Repo for the Claude Code Marketplace to use with the Claude for Life Sciences Launch. This will continue to host the marketplace.json long-term, but not the actual MCP servers.
Ableton Live MCP Server
Enables LLMs to control Ableton Live digital audio workstation through OSC (Open Sound Control) protocol. Provides comprehensive tools for managing tracks, routing, and DAW configuration through natural language commands.
Lean LSP MCP
Enables LLM agents to interact with the Lean theorem prover through the Language Server Protocol, providing tools for analyzing Lean projects, accessing diagnostics, goal states, documentation, and searching for theorems using both local and external
Lean Lsp MCP Server
Lean Theorem Prover MCP
mcp-k8s-go
This project is intended as a both MCP server connecting to Kubernetes and a library to build more servers for any custom resources in Kubernetes.
Azan MCP Server
Azan + Prayer Time + MCP + AI Agents + Islamic + Salah + A lightweight MCP library to calculate prayer times and trigger Azan with a single tool call. If you’re building an AI agent or prayer application, there’s no need to deal with astronomical cal
Bagel MCP Server
ChatGPT for physical data. Troubleshoot your robots and drones with natural language. No fuss.
Coolify MCP Server
Enables AI assistants to interact with Coolify self-hosted instances for application deployment, management, and monitoring. Features 4 unified tools optimized for VS Code's limits, covering app management, environment configuration, system administr
Multi Database MCP Server
🏎️ 🏠 – A high-performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL (NoSQL coming soon). Includes built-in tools for query execution, transaction management, schema exploration, query building, and performance analysi
Octocode
🦀 🏠 🍎 🪟 🐧 - Semantic code indexer with GraphRAG knowledge graph. Index your codebase, search in natural language, and expose everything v
Bazi MCP
Provides accurate Chinese Bazi (八字) fortune-telling calculations including birth chart analysis, destiny forecasting, and Chinese calendar information. Addresses inaccuracies in existing AI fortune-telling tools by delivering precise Bazi data for pe
MCP Server for stock and crypto
MCP Server for stock and crypto
Simulink Agentic Toolkit MCP Server
The Simulink Agentic Toolkit gives your AI agent both the tools and the expertise to work effectively with Simulink and Model-Based Design.
EVM MCP Server
Provides comprehensive access to Ethereum Virtual Machine (EVM) JSON-RPC methods for querying blockchain data, executing smart contract calls, and interacting with any EVM-compatible network including Ethereum, Polygon, Arbitrum, and more. Enables us
outlook-mcp
📇 ☁️ - Ask your AI assistant to search your inbox, send emails, schedul
Xcode MCP Server
Enables AI assistants to manage Xcode projects by listing targets, reading configurations, and triggering builds via the Model Context Protocol. It facilitates natural language interaction with macOS developer tools to streamline iOS app development
Graphlit MCP Server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents
MCP Microsoft Teams Server
An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.
Abcoder MCP Server
deep, reliable and confidential coding-context
mcp-after-effects
A Model Context Protocol (MCP) server for Adobe After Effects that enables AI assistants and other applications to control After Effects through a standardized protocol.
Mcp Teams MCP Server
An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.
Anemoi MCP Server
Anemoi: A Semi-Centralized Multi-agent Systems Based on Agent-to-Agent Communication MCP server from Coral Protocol
Hermes MCP Server
Elixir Model Context Protocol (MCP) SDK
Gearsystem MCP Server
Sega Master System / Game Gear / SG-1000 emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
Azure DevOps MCP Server
Enables interaction with Azure DevOps through Cursor chat, providing tools to manage builds, pipelines, work items, sprints, and board operations. Supports secure authentication via Personal Access Tokens and allows natural language-driven DevOps tas
Mcp Sdk Php MCP Server
Model Context Protocol SDK for PHP
Run Model Context Protocol Servers With Aws Lambda MCP Server
Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions
Ebook MCP Server
A lightweight MCP server that allows LLMs to read and interact with your personal PDF and EPUB ebooks on your local machine. Ideal for building AI reading assistants or chat-based ebook interfaces.
IAM Policy Autopilot
IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM policies that you can refine as your application evolves. This tool is available as a command-line utility and MCP server for use within A
Icm MCP Server
Permanent memory for AI agents. Single binary, zero dependencies, MCP native.
Open Webui Plugins MCP Server
A curated collection of Open WebUI plugins - tools, skills, filters, pipes, and actions that extend your AI chat experience.
vscode-mcp-server
MCP server for Claude Code/VSCode/Cursor/Windsurf to use editor self functionality. ⚡ Get real-time LSP diagnostics, type information, and code navigation for AI coding agents without waiting for slow tsc/eslint checks.
tfmcp
🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform configurations, analyzing plans, applying configurations, and managing state
Ctx MCP Server
Skill, agent, MCP, and harness recommendations for Claude Code/custom LLMs: 102,696-node LLM-wiki graph, 91,432 skills, 10,787 MCPs, 13 harnesses, and capped execution recommendations.
MCP Appium
Enables AI assistants to automate mobile app testing and development for iOS and Android through natural language interactions. Supports intelligent element identification, session management, automated test generation, and comprehensive device inter
Minthcm MCP Server
Open-source HCM system for managing HR processes with AI agents. Full data ownership, MCP/A2A-native, no vendor lock-in.
Appium MCP Server
Appium MCP on Steroids!
Private Journal MCP Server
A lightweight MCP server that provides Claude with a private journaling capability to process feelings and thoughts
aegis
🦀 🏠 🍎 🪟 🐧 - AI-agent admission-control MCP server: validates file edits against Ring 0 syntax + Ring 0.5 structural
Godot MCP Pro
Premium MCP server for Godot game engine with 84 tools across 14 categories. Scene editing, scripting, animation, tilemap, shader, input simulation, runtime debugging, profiling, theme/UI, batch operations, and export support.
Hookdeck Cli MCP Server
CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Event Gateway resources (sources, connections, destinations, events), run the MCP server for AI agents. Free for dev.
Binary Ninja MCP
🐍 🏠 🍎 🪟 🐧 - A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja) with your favorite MCP client. It enables you to automate the process of performing binary analysis and reverse engineering.
BloodHound MCP
BloodHound-MCP-AI is integration that connects BloodHound with AI through Model Context Protocol, allowing security professionals to analyze Active Directory attack paths using natural language instead of complex Cypher queries.
Sts2Mcp MCP Server
Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP server for the mod.
nanobanana-mcp-server
A security-hardened MCP server for generating and editing images using Google Gemini models. It provides tools for text-to-image creation and iterative image editing with strict input validation and secure file handling.
unifi-mcp-server
UniFi semantic-analysis MCP — 54 tools on Site Manager API and Cloud Connector. 8 workflow Prompts (4 fleet-ops + 4 MSP). Read-only.
Acemcp
Provides code repository indexing and semantic search capabilities, allowing natural language queries to find relevant code snippets with automatic incremental indexing and multi-language support.
ExecuteAutomation Database Server
A Model Context Protocol server that enables LLMs like Claude to interact with SQLite and SQL Server databases, allowing for schema inspection and SQL query execution.
MCP Server Trello
Facilitates interaction with Trello boards via the Trello API, offering features like rate limiting, type safety, input validation, and error handling for seamless management of cards, lists, and board activities.
Depyler MCP Server
Compiles Python to Rust, helping transition off of Python to Energy Efficient and Safe Rust Code
Vibing Steampunk MCP Server
vs-punk: ADT to MCP bridge - Vibe code in ABAP / AMDP
Gemini Kit MCP Server
🚀 19 AI Agents + 44 Commands for Gemini CLI - Code 10x faster with auto planning, testing, review & security
CAD-MCP Server
Enables controlling CAD software (AutoCAD, GstarCAD, ZWCAD) through natural language instructions, allowing users to create and modify drawings without manually operating the CAD interface.
Real Estate MCP Server
🏠 Ask Claude about Korean apartment prices — powered by 국토교통부 open API
Exograph MCP Server
Build production-ready backends in minutes
Microsoft SQL Server MCP Server
A Model Context Protocol (MCP) server for Microsoft SQL Server that enables secure database interactions through a controlled interface. Allows AI assistants to safely list tables, read data, and execute SQL queries while maintaining security and str
Base MCP Server
Enables AI applications to interact with the Base Network blockchain and Coinbase API for onchain operations including wallet management, fund transfers, smart contract deployment, NFT handling, DeFi lending through Morpho vaults, and crypto onrampin
Elementor MCP Server
WordPress plugin that turns Elementor into an MCP server — 97 AI-ready tools for building, editing, and managing page designs programmatically.
GPT Researcher MCP Server
Enhances LLM applications with deep autonomous web research capabilities, delivering higher quality information than standard search tools by exploring and validating numerous trusted sources.
Gptr MCP Server
MCP server for enabling LLM applications to perform deep research via the MCP protocol
Interactive MCP
Enables AI assistants to request user input through interactive popups in VS Code, supporting button selections, text inputs, and confirmation dialogs. This system allows for seamless human-in-the-loop interactions without interrupting the conversati
PageIndex MCP
Enables LLMs to chat with long PDFs using a reasoning-based, tree-structured document index that navigates content like a human would, without requiring vector databases or hitting context limits.
Registry Broker Skills MCP Server
AI agent skills for the Universal Registry - search, chat, and register 72,000+ agents across 14+ protocols. Works with Claude, Codex, Cursor, OpenClaw, and any AI assistant.
Linear MCP Server
An open-source Model Context Protocol server that enables interaction with the Linear API to manage issues, teams, and comments. It allows users to create, update, and search for issues while accessing workspace users and workflow states.
Spotify MCP Server
Enables interaction with Spotify through natural language for music discovery, playback control, library management, and playlist creation. Supports searching for music, controlling playback, managing saved tracks, and getting personalized recommenda
MemoryMesh
A universal, local-first MCP hub that indexes personal files (documents, code, etc.) and provides private semantic search via hybrid dense+BM25 retrieval, enabling agents like Claude Desktop to query your data without sending it to the cloud.
Node.js Debugger MCP
Enables AI assistants to debug Node.js applications using Chrome DevTools Protocol. Provides comprehensive debugging capabilities including breakpoints, stepping, variable inspection, expression evaluation, and console monitoring.
Eechat MCP Server
🚀 Powerful Local AI Chat Application - Mcp, Secure, Efficient, Personalized 本地化部署的大模型客户端
Meta Ads Analyzer MCP Server
Meta Ads Analyzer skill + MCP server for Claude Code. Breakdown Effect, Learning Phase, and expert-level campaign diagnosis.
Mcsmcp MCP Server
Lab for creating an MCP Server and using it in Microsoft Copilot Studio.
AI Development Assistant MCP Server
A Cursor-compatible toolkit that provides intelligent coding assistance through custom AI tools for code architecture planning, screenshot analysis, code review, and file reading capabilities.
Awesome Cursor Mpc MCP Server
Example of an MCP server with custom tools that can be called directly from cursor
Okx Agent Trade Kit MCP Server
okx trading bot okx agent mcp cli cryptocurrency okx api automated trading typescript okx trading bot model context protocol cursor ai trading crypto spot futures okx trading bot npm pnpm okx mcp open source quant defi cex okx trading bot algorithmic
Django MCP Server
An implementation of the Model Context Protocol for Django that enables AI agents to interact with applications by exposing models, logic, and REST Framework APIs as tools.
Polygon-io MCP Server
An MCP server for Massive.com Financial Market Data
DeepSeek MCP Server
Allows seamless integration of DeepSeek's language models with MCP-compatible applications like Claude Desktop, supporting features such as model selection, temperature control, and multi-turn conversations with automatic model fallback.
Tinystruct MCP Server
A lightweight, modular Java application framework for web and CLI development, designed for AI integration and plugin-based architecture. Enabling developers to create robust solutions with ease for building efficient and scalable applications.
MCP Server Code Execution Mode
An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP tool definitions context bloat.
Paws-on-MCP
A comprehensive Model Context Protocol (MCP) server implementing the latest MCP specification with tools, resources, prompts, and enhanced sampling capabilities that features HackerNews and GitHub API integrations for AI-powered analysis.
Google-Scholar-MCP-Server
Enables academic research through Google Scholar by searching for papers, finding author publications, discovering recent research, and identifying highly cited works through web scraping with natural language queries.
12306 MCP Server
A high-performance FastAPI backend for train ticket queries in China, supporting real-time ticket availability, station information, transfers, and train schedules through the Model Context Protocol for AI assistants and automation.
TouchDesigner MCP
A Model Context Protocol server that enables AI agents to control and operate TouchDesigner projects through creation, modification, and querying of nodes and project structures.
Apple Shortcuts Server
📇 🏠 🍎 - An MCP Server Integration with Apple Shortcuts
Investor Agent MCP Server
Get comprehensive report for ticker: overview, news, metrics, performance, dates, analyst recommendations, and upgrades/downgrades.
telegram-mcp
An MCP server that enables interaction with Telegram to send, read, and search messages across chats and dialogs. It supports waiting for incoming messages and retrieving conversation history through natural language commands.
Climatetracekmp MCP Server
Kotlin/Compose Multiplatform project to show climate related emission data from https://climatetrace.org/data.
Facebook-Ads-MCP-Server
Connects AI assistants to Facebook's Ads API to enable natural language queries for campaign data, insights, and performance metrics. It allows users to manage ad accounts and retrieve detailed analytics like impressions, clicks, and spend through MC
app-store-connect-mcp-server
📇 🏠 - An MCP server to communicate with the App Store Connect API for iOS Developers
Godot MCP Server
MCP server for full Godot 4.x engine control — 149 tools for AI-driven game development
Mcp Servers Hub MCP Server
Discover the most comprehensive and up-to-date collection of MCP servers in the market. This repository serves as a centralized hub, offering an extensive catalog of open-source and proprietary MCP servers, complete with features, documentation links
Pydantic Resolve MCP Server
build declarative and ai native application from day 1
Claude Code Tool Manager MCP Server
GUI app to manage MCP servers for Claude Code
Code Sandbox MCP
An MCP server to create secure code sandbox environment for executing code within Docker containers. This MCP server provides AI applications with a safe and isolated environment for running code while maintaining security through containerization.
CTX: Context as Code (CaC) tool
CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or Claude. It helps developers organize and automatically collect information from their codebase into structured documents that can be easily shared with AI assis
Facet Standard MCP Server
The Deterministic Contract Layer for AI. Defines strict tool-calling protocols, the Token Box Model for context allocation, and type-safe execution. Treats AI behavior as compiled software, not probabilistic improvisation. Eliminating runtime failure
Macos Use MCP Server
AI agent that controls computer with OS-level tools, MCP compatible, works with any model
Lap MCP Server
Your agents are guessing at APIs. Give them the actual Agent-Native spec. 1500+ API's Ready To-Use skills, Compile any API spec into a lean, agent-native format. 10× smaller. OpenAPI, GraphQL, AsyncAPI, Protobuf, Postman.
Odoo MCP Server
Enables AI assistants to interact with Odoo ERP systems through XML-RPC to manage records, search for employees, and track holidays. It provides comprehensive access to Odoo models and methods, allowing users to query data and execute custom function
Tickdb Unified Realtime Marketdata Api MCP Server
统一的实时金融行情数据API，覆盖外汇、贵金属、指数、美股、港股、A股和加密货币，支持 WebSocket 实时推送与 REST 接口访问 | Unified real-time market data API covering forex, commodities, indices, US stocks, HK stocks, A-shares and cryptocurrencies, with WebSocket streaming and REST access
comfyui-mcp
MCP server for ComfyUI — text-to-image, variations, img2img refine, upscale, image proxy, and workflow runner.
claude-code-organizer
MCP server + web dashboard for managing Claude Code's scope hierarchy. 4 tools: scan_inventory, move_item, delete_item, list_destinations. Scans ~/.claude/, shows scope inheritance tree, drag-and-drop between scopes. Also serves as a standalone web d
Cross Code Organizer MCP Server
Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config dashboard for Claude Code, Codex CLI, MCP servers, skills, memories, agents, sessions, security scanning, context budget, and backups.
Frida MCP
Enables AI systems to interact with mobile and desktop applications through Frida's dynamic instrumentation capabilities. Provides process management, device control, JavaScript REPL execution, and script injection for runtime analysis and reverse en
MCPControl
A Windows control server built using nut.js and Model Context Protocol (MCP), providing programmatic control over Windows system operations including mouse, keyboard, window management, and screen capture functionality.
Minecraft Hack Baseclient MCP Server
This is a Minecraft Base Client
News Agents MCP Server
📰 Building News Agents to Summarize News with MCP, Q, and tmux
X64Dbgmcp MCP Server
Model Context Protocol for x64dbg & x32dbg
Autogenstudio Skills MCP Server
Repo of skills for autogen studio using model context protocol (mcp)
Novamira MCP Server
MCP server that gives AI agents full access to WordPress through PHP execution and filesystem operations
codemogger
A local code indexing and search library that enables AI agents to perform semantic and keyword searches across codebases using tree-sitter and SQLite. It provides tools for indexing projects and finding precise code definitions without requiring ext
discord-mcp
📇 🏠 🍎 🪟 🐧 - Lightweight multi-guild Discord MCP server with 60+ tools for messages, channels, rol
Mcp Documentation MCP Server
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search • File uploads • Smart chunking • Multilingual support • Zero-setup 🎯 Perfect for: New frameworks • API docs • I
mcp-neovim-server
Leverages Vim's native text editing commands and workflows, which Claude already understands, to create a lightweight code assistance layer.
🪄 ImageSorcery MCP
🐍 🏠 🐧 🍎 🪟 - ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.
MCP iCal Server
Transforms macOS calendar management into a conversational experience using natural language, allowing users to create, manage, and update calendar events seamlessly through an MCP-compatible client.
MCP Google Map Server
📇 ☁️ 🏠 - Google Maps MCP server with 8 tools (geocode, search, directions, elevation), s
mcp-omnisearch
🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services (Jina AI, Kagi). Combines search, AI responses, content processing, and
Agent Trade Kit MCP Server
OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.
Mcp Google Map MCP Server
A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.
Solomd MCP Server
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI providers BYOK.
mcprouter
A proxy service that connects MCP clients to remote MCP servers, allowing users to use server keys from MCP.so to access remote resources without running their own server.
mcp-git-ingest
Helps AI read GitHub repository structure and important files. Want to quickly understand what a repo is about? Prompt it with 'read https://github.com/adhikasp/mcp-git-ingest and determine how the code technically works'.
Obsidian MCP
This project implements a Model Context Protocol (MCP) server for connecting AI models with Obsidian knowledge bases. Through this server, AI models can directly access and manipulate Obsidian notes, including reading, creating, updating, and deletin
Openmcp MCP Server
Open MCP SDK for accessing Python Mcp Servers in Semantic Kernel plugin directly.
Sponsio MCP Server
Deterministic safety solutions for probabilistic AI agents
Sdl MCP Server
Symbol Delta Ledger (SDL-MCP) gives coding agents the right code context, not your entire repo. It turns sprawling codebases into compact, high-signal context that saves tokens, speeds up workflows, and improves agent output.
iOS simulators MCP
📇 🏠 🍎 - A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.
mcp-server-tree-sitter
Configure the server. Args: config_path: Path to YAML config file cache_enabled: Whether to enable parse tree caching max_file_size_mb: Maximum file size in MB log_level: Logging leve
Simulator Ios Idb MCP Server
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators through natural language commands.
Awesome Fintech MCP Server
A curated collection of open source fintech libraries and resources.
MCP Claude Code
An MCP server that implements Claude Code-like functionality, allowing the AI to analyze codebases, modify files, execute commands, and manage projects through direct file system interactions.
Sequential Thinking Multi-Agent System
An advanced MCP server that implements sophisticated sequential thinking using a coordinated team of specialized AI agents (Planner, Researcher, Analyzer, Critic, Synthesizer) to deeply analyze problems and provide high-quality, structured reasoning.
Aenvironment MCP Server
Standardized environment infrastructure for Agentic AI development.
Awesome Gemini Omni Api Prompts MCP Server
Curated Google Gemini Omni prompts & API examples — text-to-video, image-to-video, video edit via the Gemini Omni API on muapi.ai. Python wrapper, MCP server, REST examples.
MCP Weather Server
Provides comprehensive weather information including current conditions, 7-day forecasts, and air quality data for any city worldwide using the Open-Meteo API. Features real-time weather data, hourly forecasts, sunrise/sunset times, and European Air
Mcpsvr MCP Server
Discover Exceptional MCP Servers
Automcp MCP Server
Easily convert tool, agents and orchestrators from existing agent frameworks to MCP servers
Llm Context Py MCP Server
Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.
llm-context
Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.
MCP NodeJS Debugger
Allows Claude to directly debug a NodeJS server by setting breakpoints, inspecting variables and stepping through code.
Perplexity MCP Server
Exposes Perplexity AI's search capabilities to Claude, enabling real-time web search and information retrieval within the assistant. The project is currently in active development with plans to support Perplexity Spaces and multi-source data synthesi
chrome-devtools-mcp
An MCP Server for Chrome DevTools, following the Chrome DevTools Protocol. Integrates with Claude Desktop and Claude Code.
Flutter Inspector MCP Server
A Model Context Protocol server that connects Flutter apps with AI coding assistants like Cursor, Claude, and Cline, enabling AI-powered analysis of widget trees, navigation, and layout issues.
Hass-MCP
A Model Context Protocol server that enables AI assistants like Claude to interact directly with Home Assistant, allowing them to query device states, control smart home entities, and perform automation tasks.
Aider MCP Server
A Model Context Protocol server that connects Claude and other MCP clients to Aider, enabling AI assistants to efficiently edit files, create new files, and interact with git repositories through natural language.
Consult7
Enables AI agents to analyze large codebases and document collections by consulting large context window models (up to 2M tokens) via OpenRouter when files exceed the current agent's context limits.
Daiso MCP Server
Connects AI models to real-time search and inventory data for major South Korean retail chains, convenience stores, and cinemas. It enables users to check product availability at stores like Daiso and Olive Young, or view movie schedules at CGV and M
Daiso MCP Server
한국 로컬 리테일과 영화관 조회를 MCP, CLI, Codex Skill로 연결합니다.
MCP Web Research Server
A server that integrates with Claude Desktop to enable real-time web research capabilities, allowing users to search Google, extract webpage content, and capture screenshots directly from conversations.
aws-mcp
A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your AWS environment. This allows for natural language querying and management of your AWS resources during conversations. Think of better Amazon Q alternat
Claude Code Frontend Design Toolkit MCP Server
Everything I've found that actually makes Claude Code output better-looking frontends. Skills, plugins, MCP servers, CLAUDE.md tricks
Purple MCP Server
Open-source terminal SSH manager that keeps ~/.ssh/config in sync with your cloud infra across 16 cloud providers. Spin up a VM, it shows up. Destroy it, it dims. Plus live tunnel monitoring, fleet-wide Docker and Podman, scp, Vault SSH certs and an
Marionette MCP Server
MCP server enabling AI agents to interact with Flutter apps at runtime - let them inspect widgets, simulate taps, enter text, scroll, and take screenshots.
Termcanvas MCP Server
An infinite canvas desktop app for visually managing terminals
Geminimcp MCP Server
Gemini-MCP is an MCP server that encapsulates Google's Gemini CLI tool into a standard MCP protocol interface, enabling Claude Code to invoke Gemini for AI-assisted programming tasks.
Deepwideresearch MCP Server
Agentic RAG for any scenario. Customize sources, depth, and width
Doris MCP Server
Backend service implementing the Model Control Panel protocol that connects to Apache Doris databases, allowing users to execute SQL queries, manage metadata, and potentially leverage LLMs for tasks like natural language to SQL conversion.
PostgreSQL MCP Server with GitHub OAuth
Template for a remote MCP server with GitHub OAuth - following best practices for building MCP servers so you can take this as a starting point for any MCP server you want to build!
MCP Server for Odoo
Enables AI assistants to interact with Odoo ERP systems through natural language to search records, create entries, update data, and manage business operations. Supports secure authentication and configurable access controls for production environmen
marm-mcp
Stop re-explaining yourself to your AI. MARM gives every session persistent memory, cross-agent context sharing, and structured reasoning that builds as you work, not resets. Includes a live web dashboard for browsing memories, logs, and sessions wit
MCP-researcher Server
A powerful research assistant that integrates with Cline and Claude Desktop to leverage Perplexity AI for intelligent search, documentation retrieval, API discovery, and code modernization assistance while coding.
MCP-Server-Playwright
Enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment
Marm Systems MCP Server
Stop re-explaining yourself to your AI. MARM gives every session persistent memory, cross-agent context sharing, and structured reasoning that builds as you work, not resets. Includes a live web dashboard for browsing memories, logs, and sessions wit
Twilio
Communication APIs for SMS, voice, and video
Yahoo Finance MCP Server
This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance. It allows you to retrieve detailed information about stocks, including historical prices, company information, financial statements, options
human-mcp
An MCP server that allows AI assistants to utilize human capabilities by sending requests to humans and receiving their responses through a Streamlit UI.
Laravel Claude Code Setup MCP Server
One-command setup for AI-powered Laravel development with Claude Code and MCP servers
MCP Manager
Self-hosted MCP proxy and aggregation platform. Register multiple upstream MCP servers and expose them through a single unified endpoint with namespace routing, multi-transport support (HTTP/SSE, stdio, OpenAPI→MCP), per-tool overrides, and a web adm
Obsidian Claude Code MCP Server
Enables Claude Code and Claude Desktop to interact with Obsidian vaults through MCP protocol. Supports file operations, workspace context access, and dual transport (WebSocket and HTTP/SSE) for AI-powered assistance with your notes.
Snowflake Cortex AI MCP Server
🐍 ☁️ - Open-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view querying, and more. RBAC, fine-grained CRUD controls,
Xero MCP Server
Enables interaction with the Xero Accounting API to manage contacts, invoices, payments, accounts, and financial reports. It provides a suite of tools for natural language access to accounting records and business performance data.
ticktick-mcp-server
A Model Context Protocol (MCP) server designed to integrate with the TickTick task management platform, enabling intelligent context-aware task operations and automation.
Browser Control MCP
An MCP server paired with a Firefox extension that enables LLM clients to control the user's browser, supporting tab management, history search, and content reading.
Mac Messages Mcp MCP Server
An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management,
mac-messages-mcp
An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management,
Megpt MCP Server
Code to process many kinds of content by an author into an MCP server
o3-search MCP
An MCP server that enables web search capabilities using OpenAI's o3 model, allowing AI assistants to perform text-based web searches and return AI-powered results.
Reddit MCP Server
Enables comprehensive Reddit research through a three-layer architecture that discovers relevant communities, provides operation guidance, and executes multi-subreddit content fetching with proper citations. Supports searching, post fetching, comment
Scribe Js MCP Server
JavaScript OCR and text extraction for images and PDFs.
Alfanous MCP Server
Alfanous is an Arabic search engine API provides the simple and advanced search in Quran , more features and many interfaces...
Apollo MCP Server
Enables sales intelligence and outreach automation through Apollo.io's 275M+ contact database. Supports prospecting, contact enrichment, email sequences, workflow automation, and pipeline management.
Anki MCP Server
An MCP server that enables AI assistants to interact with the Anki flashcard application for studying, deck management, and note creation. It supports natural language interaction for reviewing cards, searching content, and managing media files acros
Cpp MCP Server
Lightweight C++ MCP (Model Context Protocol) SDK
Model Context Protocol Resources MCP Server
Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol.
Tmux MCP Server
Enables comprehensive tmux session management through MCP, allowing users to list sessions, send commands, set up automated messaging timers, and control tmux processes directly from Claude Desktop. Provides both real-time session monitoring and auto
Data Go Mcp Servers MCP Server
Korea public data portal (data.go.kr) API MCP servers
Google Drive MCP Server
An actively maintained fork of the official Google Drive MCP server that enables users to search, download, and read files via the Google Drive API. It features improved OAuth token management and automatically converts Google Workspace documents int
MongoDB
A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases. Query collections, inspect schemas, and manage data seamlessly through natural language.
Deepcontext MCP Server
<tool> <purpose>Prepares a codebase for intelligent search by creating a searchable index</purpose> <when_to_use> <scenario>Call this first before searching any new codebase</scenario> <s
domain-check
Fast domain availability checker with RDAP/WHOIS lookup, batch checking, TLD presets, pattern generation, and detailed registration info. Built in Rust for native performance.
Metorial Index MCP Server
Metorial MCP Index - An ever growing list of open source MCP servers 📁 🎉
Penpot MCP Server
MCP server for Penpot - Connect AI assistants to Penpot design platform via Model Context Protocol
Arcticdb MCP Server
MCP server for ArcticDB
mcp-reasoner
A systematic reasoning MCP server for Claude Desktop, featuring Beam Search and Monte Carlo Tree Search to facilitate complex problem-solving and decision-making processes.
Rust Docs MCP Server
🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.
Tableau MCP Server
Enables AI applications to integrate with Tableau through developer primitives including tools, resources and prompts. Supports querying data from datasources, exploring content like workbooks and views, and retrieving visualizations using the Tablea
AgentSeal
📇 🏠 - Action logs for AI agents. Records every agent action in a SHA-256 hash chain, mak
Dify Server
Server for using Dify. It achieves the invocation of the Dify workflow by calling the tools of MCP.
Api Agent MCP Server
Universal MCP server for GraphQL/REST APIs
M.I.M.I.R - Multi-agent Intelligent Memory & Insight Repository
Mimir - Fully open and customizable memory bank with semantic vector search capabilities for locally indexed files (Code Intelligence) and stored memories that are shared across sessions and chat contexts allowing worker agent to learn from errors in
Tableau MCP Server
Tableau's official MCP Server. Helping Agents see and understand data.
C2Sagent MCP Server
C2S Agent is an lightweight AI Agent construction platform that provides configurable online Agents and MCP services, You can configure any HTTP request interface as an MCP tool. C2S Agent 是一个轻量级的AI Agent构建平台，提供在线可配置的Agent，MCP，您可以一个HTTP请求的接口配置成为一个MCP
Harnesskit MCP Server
More than a skill manager — manage skills, MCP servers, plugins, hooks, CLIs, configs, memory & rules across every AI coding agent. 🌟 Star if you like it!
AutoCAD LT AutoLISP MCP Server
MCP server for AutoCAD LT v3.1: freehand AutoLISP execution, 8 consolidated tools, File IPC + ezdxf backends, focus-free dispatch, undo/redo, P&ID symbols, and robust IPC with ESC prefix and UTF-8 fallback. Companion agent skill: puran-water/autocad-
MCP server for LogSeq
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph.
Jinni: Bring Your Project Into Context
Jinni is a tool to efficiently provide Large Language Models the context of your projects. It gives a consolidated view of relevant project files complete with metadata, overcoming the limitations and inefficiencies of reading files one by one. The p
Jinni MCP Server
Bring your project into LLM context - tool and MCP server
Local RAG
A fully offline local RAG server that utilizes ChromaDB and Ollama to index and query PDF, text, and Markdown documents. It allows users to manage local knowledge bases and perform semantic searches with AI-generated responses.
Mcp Logseq MCP Server
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph.
Flyto Core
🐍 🏠 - Deterministic execution engine for AI agents with 412 modules across 78 categories (browser, file,
Intervals.icu MCP Server
Enables AI assistants to interact with Intervals.icu fitness tracking and wellness data, allowing users to fetch, filter, and group activities or health metrics. It provides structured summaries of workouts and physical well-being through natural lan
Intervals MCP Server
Model Context Protocol (MCP) server for connecting Claude and ChatGPT with the Intervals.icu API.
Sec Edgar MCP Server
SEC EDGAR MCP server that provides access to the US public filings through the US SEC EDGAR API
MCP Trader Server
Enables trading operations and market analysis through MetaTrader 5, MLP AI signals, and database integration. Supports real-time market data, automated trade execution, portfolio management, and performance monitoring through natural language comman
Best Of Algorithmic Trading MCP Server
algorithmic trading curated list quant finance trading bots backtesting technical analysis crypto open-source freqtrade hummingbot fintech Python TypeScript resources MCP quantopian-style rankings
metatrader-mcp-server
Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform
Windows CLI MCP Server
Enables secure command-line interactions on Windows systems through PowerShell, CMD, and Git Bash, with support for SSH remote connections, SFTP file transfers, system monitoring, and configurable security controls including command blocking and path
Copilot Plugins MCP Server
The official GitHub Copilot plugins collection — MCP servers, skills, hooks, and other extensibility tools for GitHub Copilot.
SketchupMCP
Enables direct interaction and control of SketchUp through Claude AI using the Model Context Protocol and a TCP socket connection. It allows for prompt-assisted 3D modeling, component manipulation, and the execution of arbitrary Ruby code within the
Enterprise Mcp Course MCP Server
Learn to build from scratch an AI PR reviewer integrated with GitHub, Slack and Asana that scales within your organization.
OSP Marketing Tools MCP Server
A TypeScript implementation of a Model Context Protocol server that provides marketing tools based on Open Strategy Partners' methodologies, enabling content creation, optimization, and product positioning through tools like value map generation, met
Pwno MCP Server
MCP for Pwn
Computer Use
💻 Give AI models complete control of your computer (probably a bad idea)
Forgetful MCP Server
Opensource Memory for Agents
Openapi To Mcpserver MCP Server
A tool&lib that can automatically convert OpenAPI documents into Higress remote MCP server configurations.
Agent Skills Hub MCP Server
Discover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, trending analysis, and automated GitHub sync
G-Search MCP
A powerful MCP server that enables parallel Google searching with multiple keywords simultaneously, providing structured results while handling CAPTCHAs and simulating user browsing patterns.
Psai MCP Server
High-agency PowerShell AI framework for multi-agent orchestration and autonomous systems engineering
Sap Ai Mcp Servers MCP Server
A complete list of SAP MCP Servers and SAP AI Skills
Cupcake MCP Server
A native policy enforcement layer for AI coding agents. Built on OPA/Rego.
MCP-Brave-Search
** - Web and local search using Brave's Search API. Has been replaced by the [official server](https://github.com/brave/brave-search-mcp-server).
Project Nova MCP Server
A multi-agent AI architecture that connects 25+ specialized agents through n8n and MCP servers. Project NOVA routes requests to domain-specific experts, enabling control of applications from knowledge bases to DAWs, home automation to development too
OpenAPI MCP Server
A generic MCP server that dynamically exposes any OpenAPI-documented REST API to LLMs by auto-discovering endpoints. It provides tools for exploring API capabilities and making authenticated requests directly through natural language interfaces.
kite-mcp-server
🐍 🏠 - Trade Indian stocks on Zerodha Kite via natural conversation. 14 tools for holdings, orders, quotes,
Vulnerable Mcp Servers Lab MCP Server
A collection of servers which are deliberately vulnerable to learn Pentesting MCP Servers.
Agentrecall Mcp MCP Server
AI Session Memory with Think-Execute-Reflect Quality Loops — give your agent a brain that survives every session. Built on the Intelligent Distance principle.
Api200 MCP Server
API 200 is an open source API gateway to simplify 3rd-party integrations. Import endpoints, set up caching, retries, and mocks. Access all services via one URL. Monitor logs, track errors, and get alerts on API incidents.
MasterGo Magic MCP
Connects AI models to MasterGo design tools, enabling retrieval of DSL data, component documentation, and metadata from MasterGo design files for structured component development workflows.
Pctx MCP Server
pctx is the execution layer for agentic tool calls. It auto-converts agent tools and MCP servers into code that runs in secure sandboxes for token-efficient workflows.
taskdog-mcp
Local-first task management with CLI, TUI, and REST API. MCP server enables Claude to manage tasks, track time, optimize schedules, and handle dependencies.
Claude Config Editor MCP Server
Claude Config Editor is a lightweight web tool that helps you clean and optimize your Claude Code/Desktop config files (.claude.json). Analyze project sizes, bulk delete chat histories, export data for backup, manage servers visually, and speed up Cl
Code Reasoning MCP Server
An enhanced sequential thinking tool optimized for programming tasks that helps break down complex coding problems into structured, self-auditing thought steps with branching and revision capabilities.
Mcp Defender MCP Server
Desktop app that automatically scans and blocks malicious MCP traffic in AI apps like Cursor, Claude, VS Code and Windsurf.
Mcp Servers Nix MCP Server
A Nix-based configuration framework for Model Control Protocol (MCP) servers with ready-to-use packages.
Wikipedia MCP Server
Provides Claude with real-time access to Wikipedia through four essential tools: search articles, get full content, retrieve summaries, and find related articles. Enables comprehensive Wikipedia research workflows with structured data access and no A
Quantgpt MCP Server
Agent-driven alpha factory — LLM autonomously designs, backtests, and submits factors to WorldQuant BRAIN
ServiceNow MCP Server
Enables Claude to interact with ServiceNow instances to manage incidents, service catalogs, workflows, and knowledge bases through the ServiceNow API. It supports comprehensive operations including record querying, script execution, and user manageme
Dat MCP Server
Asking yours data in a natural language way through pre-modeling (data models and semantic models).
Mcp2Py MCP Server
Turn any MCP server into a Python module
Mcpfusion MCP Server
MCP Fusion - The TypeScript framework for secure MCP servers.
AIPOLabs MCP Server
A Model Context Protocol server that provides access to ACI.dev functions (tools) through either direct app-specific tools or a unified interface with dynamic tool discovery and execution based on user intent.
Claude Mobile
Enables mobile device automation for Android (via ADB) and iOS Simulator (via simctl), allowing you to control devices with natural language through screenshots, UI interactions, text input, and app management.
claude-recall
A persistent memory server for Claude Code that captures session context and tool outputs to inject relevant history into future sessions. It enables long-term recall through semantic search and automatic context management, allowing for more consist
MCP Chatbot
A serverless backend that enables natural language querying of a Postgres database, converting user questions into SQL and returning structured, UI-friendly responses.
Foundry MCP Server
An MCP server that allows AI assistants to interact with Foundry datasets, ontology objects, and functions through natural language queries and commands.
Azure AI Agent Service MCP Server
Enables connections to Azure AI Agents within any MCP client, allowing users to leverage Azure AI Foundry's models and knowledge tools like Azure AI Search and Bing Web Grounding through a conversational interface.
Lokka (Microsoft 365 MCP server)
Lokka ia an MCP server for the Microsoft Graph API and can be used to query and update all resources in your Microsoft 365 tenant. This MCP server supports all Microsoft Graph APIs including update operations (limited by the permissions you grant to
mcp-dev-brasil
37 MCP servers for agentic commerce and Brazilian services. Covers Stripe ACP, x402 (Coinbase), AP2 (Google), Google UCP, plus 14 traditional Brazilian payment rails, fiscal, banking, communication, logistics, ERP, identity, and crypto APIs. ~480 too
Atac MCP Server
Record and Replay AI Agent Trajectories.
Autoresearch Sibylsystem MCP Server
Fully Autonomous AI Research System with Self-Evolution, built natively on Claude Code
Trends Hub
A MCP server that aggregates hot trends and rankings from various Chinese websites and platforms including Weibo, Zhihu, Bilibili, and more.
Mcpbench MCP Server
MCPBench is the open standard for compatibility testing of various Model Context Protocol (MCP https://github.com/modelcontextprotocol) client and server SDK implementations.
Smart Tree - ST
Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ tools with MEM8 quantum compression, semantic search, AST-smart editing, and partnership memory. Crafted with care by human + AI—accept no knock-offs.
MCP Telegram
Telegram MCP server (MTProto). Connect Claude, Cursor, Claude Code, VS Code, Codex, Cline, Windsurf to a real Telegram account — read/search/send messages, moderate channels, manage stories/contacts/folders, transcribe voice, and call any raw MTProto
Zennotes MCP Server
Keyboard-first local Markdown notes with Vim motions, diagrams, and MCP integration.
Cloudflare Playwright MCP
An MCP server that enables AI assistants to perform web automation tasks such as navigation, clicking, and taking screenshots by running Playwright on Cloudflare Workers. It allows models to interact with the web through a set of browser control tool
Firebase MCP
The Firebase MCP server provides a standardized interface to interact with Firebase services, including Firebase Authentication, Firestore, and Firebase Storage.
MCP Prompt Server
A server based on Model Context Protocol that provides predefined prompt templates for tasks like code review and API documentation generation, enabling more efficient workflows in Cursor/Windsurf editors.
Postman
Postman’s remote MCP server connects AI agents, assistants, and chatbots directly to your APIs on Postman. Use natural language to prompt AI to automate work across your Postman collections, environments, workspaces, and more.
weather-mcp
A Model Context Protocol (MCP) server that provides weather data tools using the National Weather Service API. Implements get-alerts and get-forecast tools for retrieving weather alerts by region and forecasts by coordinates. Built with TypeScript an
bug-bounties
⚔️ A compiled list of companies who have active programs for responsible disclosure. MCP-enabled.
@git-fabric/chat
An AI conversation management layer that enables creating chat sessions, persisting message history to GitHub, and performing semantic searches over past interactions. It supports multi-turn threading and context injection to integrate external memor
mysql_mcp_server
🔧 MySQL MCP Server for Model Context Protocol Features: • Execute any MySQL query • List all databases • List tables in database • Describe table structure • Environment-based configuration • Built with TypeScript & MCP SDK Ready to use with Claude D
antd-components-mcp
An MCP service for Ant Design components query | 一个减少 Ant Design 组件代码生成幻觉的 MCP 服务，包含系统提示词、组件文档、API 文档、代码示例和更新日志查询
Claude Code + Gemini MCP Server
Connects Claude Code with Google's Gemini AI, allowing users to ask Gemini questions, get code reviews, and brainstorm ideas directly within Claude Code.
Claude Code Gemini MCP Server
Simplified Gemini for Claude Code.
Google Search MCP Server
Enables comprehensive web and news searches via the Google Custom Search API with integrated content extraction using the Mozilla Readability algorithm. It allows users to perform quick snippet lookups or deep searches that fetch and format full arti
mcp-server-code-runner
Code Runner MCP Server which can run code in various programming languages.
Gram MCP Server
Securely scale AI usage across your organization. Control plane for building, securing and monitoring your agents, mcp and skills.
Erick Wendel Contributions MCP
A Model Context Protocol server that enables AI agents to query Erick Wendel's talks, blog posts, and videos across different platforms using natural language.
Hugging Face MCP Server
A Model Context Protocol server that provides Claude and other LLMs with read-only access to Hugging Face Hub APIs, enabling interaction with models, datasets, spaces, papers, and collections through natural language.
mcp-maigret
📇 🪟 ☁️ - MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs.
Sts2 Agent MCP Server
杀戮尖塔2的MOD，将杀戮尖塔2的游戏状态与操作暴露为本地 HTTP API 包装成 MCP Server，供支持 MCP 的AI客户端直接调用
Awesome Osint Mcp Servers MCP Server
A curated list of OSINT MCP servers. Pull requests are welcomed!
MCP Feedback Collector
Enables AI assistants to collect interactive user feedback through a modern GUI that supports text input, multiple image uploads (via file selection or clipboard paste), allowing users to provide comprehensive feedback with screenshots and comments.
Minecraft Deobfuscator3000 MCP Server
Powerful and universal deobfuscator for Minecraft mods and java decompiler!
Charles MCP Server
Integrates Charles Proxy with MCP clients to provide real-time and historical network traffic capture and structured analysis. It features a summary-first approach that filters noise and desensitizes data for efficient, low-token agent debugging and
MCP Compass
MCP Compass is a discovery and recommendation service that assists AI assistants in finding and understanding Model Context Protocol servers through natural language queries.
Mcp Engine Public MCP Server
The SemanticOps MCP (formerly MCP Engine) is a Power BI tool that lets AI assistants like Claude interact with your Power BI models programmatically: read your model structure, run DAX queries, modify your semantic model, and perform advanced analyti
Sample Serverless Mcp Servers MCP Server
Sample implementations of AI Agents and MCP Servers running on AWS Serverless compute
Context Engineering For Multi Agent Systems MCP Server
Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for the Agentic Era, allowing you to replace rigid, hard
Ha Mcp For Xiaozhi MCP Server
Homeassistant MCP server for 小智AI
Hevy MCP
A Model Context Protocol (MCP) server implementation that interfaces with the Hevy fitness tracking app and its API. This server enables AI assistants to access and manage workout data, routines, exercise templates, and more through the Hevy API (req
Jebmcp MCP Server
MCP server for jebmcp
MCP Connect
Enables AI assistants to control iOS Simulators and automate browsers by combining xcrun simctl, fb-idb, and Puppeteer for screenshot capture, device management, gestures, navigation, and DOM interaction.
MCP Email Server
** - This server enables users to send emails through various email providers, including Gmail, Outlook, Yahoo, Sina, Sohu, 126, 163, and QQ Mail. It also supports attaching files from specified directories, making it easy to upload attachments along
XiYan MCP Server
📇 ☁️ — An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.
Charles MCP Server
Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly tool contracts
Figma to Flutter MCP Server
Enables AI coding agents to extract Figma design data and convert it into Flutter widgets and screens. Supports theme setup, component analysis, asset exports, and provides Flutter implementation guidance from Figma designs.
Opencode Everything You Need To Know MCP Server
The ultimate all-in-one guide to mastering OpenCode. From installation, Zen model router setup, TUI mastery, commands, skills, agents, workflows, automation, and integrations, to MCP servers, plugins, packed with step-by-step tutorials, real-world ex
Radare2 MCP Server
🍎🪟🐧🏠🌊 - MCP server for Radare2 disassembler. Provides AI with capability to disassemble and look into binaries for reverse engineering.
A2A Directory MCP Server
Agent2Agent (A2A) – AgentCards, Servers, Clients, Docs
Nextcloud MCP Server
Connects AI assistants to Nextcloud instances with 90+ tools for managing notes, calendars, contacts, files, recipes, and more through natural language conversations. Supports semantic search and multiple deployment options.
Redesigned Pancake MCP Server
Skip to content github / docs Code Issues 80 Pull requests 35 Discussions Actions Projects 2 Security Insights Merge branch 'main' into 1862-Add-Travis-CI-migration-table 1862-Add-Travis-CI-migration-table (#1869, Iixixi/ZachryTylerWood#102, THEBOLCK
ClaudeR
Connect RStudio to Claude Code, Codex, Gemini, and other LLM agents via MCP. Multi-agent orchestration, automated manuscript auditing, and zero-config setup with uvx
Linux MCP Server
Provides AI assistants with the ability to control Linux desktop environments through tools for file management, application launching, and system operations like clipboard access. It includes a multi-level security model to manage permissions for sa
mcp-twikit
A Model Context Protocol server that enables AI to interact with Twitter, allowing functions like searching tweets, comparing sentiments across accounts, and retrieving timeline content.
Ida Multi MCP Server
Multi-instance IDA Pro MCP server — analyze multiple binaries simultaneously through a single MCP endpoint.
Linux MCP Server
Tools to allow LLM clients to interact with Linux systems remotely
MCP ECharts
Generates Apache ECharts diagrams and charts with AI dynamically, supporting all ECharts features and exporting to png, svg, and option formats.
Milvus MCP Server
Model Context Protocol Servers for Milvus
Mindmap MCP Server
A Model Context Protocol server that converts Markdown content into interactive mindmaps, allowing AI assistants to visualize hierarchical information through either HTML content or saved files.
Nextcloud MCP Server
Nextcloud MCP Server
Phone MCP Plugin
A plugin for MCP that enables AI assistants to control Android phones, allowing functions like making calls, sending messages, taking screenshots, and accessing contacts through natural language commands.
Plane MCP Server
A Model Context Protocol (MCP) server that enables LLMs to interact with Plane.so, allowing them to manage projects and issues through Plane's API. Using this server, LLMs like Claude can directly interact with your project management workflows while
Agent Skills MCP Server
🛠️ Implement skills for AI agents using a Model Context Protocol server that allows easy definition and invocation of specialized tasks and resources.
Claude Context Local
Provides semantic code search capabilities that run 100% locally using EmbeddingGemma embeddings. Enables finding code by meaning across 15 file extensions and 9+ programming languages without API costs or sending code to the cloud.
MCP Server for Milvus
An integration server implementing the Model Context Protocol that enables LLM applications to interact with Milvus vector database functionality, allowing vector search, collection management, and data operations through natural language.
Plate Playground Template MCP Server
Plate AI template with React 19, Next 16, Tailwind 4, MCP.
Readwise Skills MCP Server
Agent skills for your Readwise and Reader data, powered by the Readwise MCP server/CLI. Triage your inbox, quiz yourself on what you've read, build a personalized now-reading page, and more.
Facebook Ads Library MCP Server
Enables searching and analyzing Facebook's public ads library to see what companies are currently running, including ad images/text, video links, and campaign insights.
Skyll MCP Server
A tool for autonomous agents like OpenClaw to discover and learn skills autonomously
mcpproxy-go
🏎️ 🏠 🍎 🪟 🐧 - Local MCP proxy with BM25 tool filtering, quarantine securit
Penpot MCP Server
Enables AI agents to programmatically access self-hosted Penpot instances to read, create, modify, and export design elements through natural language. It provides 66 tools for managing projects, shapes, design tokens, and comments using a dual-acces
Quickbooks Online MCP Server
The QuickBooks MCP Server lets AI assistants access QuickBooks data via a standard interface. It uses the Model Context Protocol to expose QBO features as callable tools, enabling developers to build AI apps that fetch real-time QBO data through MCP.
Claude Android Skill MCP Server
Claude Code skill for building modern Android apps following best practices.
mermaid-mcp-server
A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG images.
Notebooklm Skill MCP Server
NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude Code Skill + MCP Server.
Ai Code Interface El MCP Server
Unified Emacs interface supporting OpenAI Codex, GitHub Copilot CLI, Claude Code, Gemini CLI, Opencode, and more
Ai Counsel MCP Server
True deliberative consensus MCP server where AI models debate and refine positions across multiple rounds
Ai MCP Server
🚀 Streamline your AI deployment process with reliable methods, ensuring each star counts as a successful production launch.
Mcp N8N Workflow Builder MCP Server
AI-powered n8n workflow automation through natural language. MCP server enabling Claude AI & Cursor IDE to create, manage, and monitor workflows via Model Context Protocol. Multi-instance support, 17 tools, comprehensive docs. Build workflows convers
Photoshop MCP Server
Enables AI assistants to programmatically control Adobe Photoshop on Windows to create documents, manipulate layers, and manage image adjustments. It provides a bridge between the Model Context Protocol and the Photoshop Python API for automated grap
Photoshop Python Api MCP Server
A Model Context Protocol (MCP) server that interfaces with Adobe Photoshop's Python API. Enables LLMs to execute image editing operations, automate workflows, and manage Photoshop tasks through structured commands and context-aware interactions.
Qveris Agent Toolkit MCP Server
Open-source toolkit for the QVeris capability routing network: CLI, MCP server, Python SDK, skills, and REST API docs for agents to discover, inspect, call, and audit real-world tools.
mcp-server-commands
Model Context Protocol server to run commands (tool: 'runProcess')
MCP Servers
MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We build reliable servers thoughtfully designed specifically for MCP Client-powered workflows.
Uber Eats MCP Server
A proof-of-concept Model Context Protocol server that enables LLM applications to interact with Uber Eats, allowing AI agents to browse and order food through natural language.
Human In The Loop MCP Server
An MCP (Model Context Protocol) server that allows AI assistants to ask questions to humans via Discord.
monarch-mcp-server
Comprehensive Monarch Money integration with read and write support for accounts, transactions, budgets, cashflow, credit history, and more. Secure browser-based auth with tokens stored in the OS keychain. Installs in one click via .mcpb for Claude D
Razorpay MCP Server
Razorpay's Official MCP Server
YourMemory
YourMemory is an MCP server that uses biological forgetting curves to automatically prune stale data and reinforce useful context for Claude agents. It beats Mem0 by 16% on benchmarks and runs fully locally with zero LLM overhead via spaCy and SQLite
Google Search Console MCP Server
Provides AI agents with read-only access to Google Search Console data, including search analytics, index coverage, and sitemap status. It enables users to query clicks, impressions, and ranking performance or check URL indexing status through natura
Windows Mcp Net MCP Server
A .NET-based Windows desktop automation MCP (Model Context Protocol) server that provides AI assistants with the ability to interact with the Windows desktop environment.
Image-Gen-Server
A MCP server that integrates with Cursor IDE to generate images based on text descriptions using JiMeng AI, allowing users to create and save custom images directly within their development environment.
Unsplash MCP Server
Enables users to search for high-quality photos on Unsplash with support for advanced filtering by orientation and content safety. It provides formatted photo metadata and images in either base64-encoded format or as JSON with URLs via stdio transpor
Maxmsp Mcp Server MCP Server
🐍 🏠 🎵 🎥 - A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.
Openwebui Extensions MCP Server
A collection of enhancements, plugins, and prompts for Open WebUI, developed and curated for personal use to extend functionality and improve experience.
Awesome X402 MCP Server
🚀 Curated list of x402 resources: HTTP 402 Payment Required protocol for blockchain payments, crypto micropayments, AI agents, API monetization. Includes SDKs (TypeScript, Python, Rust), examples, facilitators (Coinbase, Cloudflare), MCP integration,
Drissionpagemcp MCP Server
基于DrissionPage和FastMCP的浏览器自动化MCP服务器，提供丰富的浏览器操作API供AI调用
git-mcp-server
An MCP (Model Context Protocol) server enabling LLMs and AI agents to interact with Git repositories. Provides tools for comprehensive Git operations including clone, commit, branch, diff, log, status, push, pull, merge, rebase, worktree, tag managem
MCP SSH Manager
Enables Claude to manage multiple SSH connections, execute remote commands, and transfer files across servers. Supports secure authentication, default directories, sudo operations, and deployment automation with profiles for different project types.
Dexscreener Cli Mcp Tool MCP Server
Visual Dexscreener terminal CLI + MCP scanner
MCP Code Executor
Allows LLMs to execute Python code in a specified Conda environment, enabling access to necessary libraries and dependencies for efficient code execution.
Chanakya Local Friend MCP Server
Chanakya is an advanced, open-source, and self-hostable voice assistant designed for privacy, power, and flexibility. It leverages local AI/ML models to ensure your data stays with you. It Integrates with 1000+ third-party MCP servers including Home
Lihil MCP Server
2X faster ASGI web framework for python, offering high-level development, low-level performance.
Shodh Memory MCP Server
🦀 🏠 - Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and knowledge graphs. Single ~15MB binary, runs offline on edge devices.
Trading Skills MCP Server
Claude powered advisor system for option traders
zabbix-mcp-server
🔌 Complete MCP server for Zabbix integration — Connect AI assistants to Zabbix monitoring with a single unified tool covering 100% of Zabbix APIs. Includes read-only mode and documentation tools for seamless exploration of hosts, items, triggers, tem
Claude Self Reflect MCP Server
Claude forgets everything. This fixes that. 🔗 www.npmjs.com/package/claude-self-reflect
Geargrafx MCP Server
PC Engine / TurboGrafx-16 / SuperGrafx / PCE CD-ROM² emulator, debugger, and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
Mathom MCP Server
Run and monitor MCP servers locally
Permit0 MCP Server
Stop AI agents from doing things they shouldn't. The action authorization layer — pre-execution, deterministic, policies included. Drop in. Day one.
MCP Forge
A tool that generates MCP servers for Smithery with Cursor IDE integration, allowing users to quickly create servers from templates such as Basic, Web Search, or Database interactions.
agent-browser-mcp
Enables AI agents to directly control your real Chrome browser with full context including login sessions, cookies, and open tabs. It provides tools for page scanning, JavaScript execution, CDP control, screenshots, and physical mouse/keyboard input
Bifrost VSCode Devtools
A VS Code extension provides a MCP server that exposes Roslyn language features. It enables tools like find usages, go to definition, quick info, etc.
Bifrostmcp MCP Server
VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs
Burp Mcp Agents MCP Server
Practical setup guides and helpers to connect Burp Suite MCP Server to multiple AI backends (Codex, Gemini, Ollama, ...).
Cryptocurrency Cv MCP Server
Free crypto news API - real-time aggregator for Bitcoin, Ethereum, DeFi, Solana & altcoins. No API key required. RSS/Atom feeds, JSON REST API, historical archive with market context, embeddable widgets, ChatGPT plugin, Claude MCP server, SDKs (Pytho
HT-MCP
ht-mcp is useful for enabling Agents to use terminals (e.g. bash, zsh, fish) in the same way a human does. It solves the challenge of agents stalling when they encounter interactive terminal commands.
Sqrl MCP Server
Data Pipeline Automation Framework to build MCP servers, data APIs, and data lakes with SQL.
Tiny Cryptography MCP Server
A Model Context Protocol server built with Express.js that provides cryptographic tools including key pair generation, shared secret derivation, and message encryption/decryption.
Sora MCP Server
Integrates with OpenAI's Sora 2 API to generate, remix, and manage AI-generated videos from text prompts. Supports video creation, status monitoring, downloading, and remixing through natural language commands.
Corbell MCP Server
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
Figma MCP Bridge
Figma MCP Bridge is a combined Figma plugin and MCP server that bypasses Figma's free API rate limits by streaming live document data directly to AI tools via a local WebSocket connection instead of the standard cloud API.
MCP Server Tauri
Enables AI assistants to build, test, and debug Tauri v2 applications with UI automation, IPC monitoring, mobile device management, and real-time access to screenshots, DOM state, and console logs.
Automatedemulation MCP Server
An automated Adversary Emulation lab with terraform and MCP server. Build Caldera techniques and operations assisted with LLMs. Built for IaC stability, consistency, and speed.
k8s-mcp-server
K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl,
MCP Server for Deep Research
A tool that helps users conduct comprehensive research on complex topics by exploring questions in depth, finding relevant sources, and generating structured, well-cited research reports.
melrōse musical expression player
interactive programming of melodies, producing MIDI
shopify-mcp
MCP server for Shopify Admin API with a ComfyUI bridge for AI product image generation. Covers products, orders, inventory, and customers.
Google Analytics MCP Server
Enables AI agents to interact with Google Analytics 4 data, providing tools for historical reporting, real-time activity monitoring, and property management. It supports secure service account authentication to access metrics like traffic summaries,
Integrate Mcp With Copilot MCP Server
Learn how to use MCP Servers with GitHub Copilot
Melrose MCP Server
interactive programming of melodies, producing MIDI
mcp-server-wazuh
An MCP server for the Wazuh SIEM/XDR platform that enables users to query agents, security alerts, detection rules, and decoders through Claude or other MCP clients. It provides specialized tools and prompts for investigating security alerts, perform
Mcp Launchpad MCP Server
A lightweight CLI for efficiently discovering (search) and executing tools from multiple MCP (Model Context Protocol) servers.
Binary Ninja Headless MCP Server
Headless Binary Ninja MCP server — giving AI agents deep reverse-engineering capabilities via 180 tools.
google-ads-mcp
A FastMCP-powered Model Context Protocol server for Google Ads API integration with automatic OAuth 2.0 authentication Connect Google Ads API directly to MCP Clients with seamless OAuth 2.0 authentication, automatic token refresh, GAQL querying, and
Openchrome MCP Server
Open-source browser automation MCP server. Control your real Chrome from any AI agent.
ProxmoxMCP-Plus
Enhanced MCP server for managing Proxmox virtualization platforms with complete VM lifecycle management, LXC container support, and OpenAPI integration. Enables natural language VM creation, power management, and comprehensive cluster monitoring thro
Remote-MCP Server
Enables deployment of MCP servers on Cloudflare Workers without authentication, allowing users to create custom tools and connect them to AI clients like Claude Desktop or Cloudflare AI Playground. Provides a template for building remote MCP servers
Ableton MCP Extended
Enables programmatic control of Ableton Live using natural language to manage session transport, tracks, MIDI clips, and device parameters. It also integrates ElevenLabs for AI-generated audio and provides a high-performance framework for real-time p
Langchain MCP Server
Model Context Protocol tool support for LangChain
Mcp Rb MCP Server
A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL
Mevzuat MCP
Provides programmatic access to Turkey's Ministry of Justice Legislation Information System (mevzuat.gov.tr), enabling users to search legislation, retrieve article hierarchies, and fetch article contents in Markdown format through natural language.
Crowdsentinels Ai Mcp MCP Server
AI-powered threat hunting and incident response MCP server for Elasticsearch/OpenSearch
DataForSEO MCP Server
Enables AI assistants to access comprehensive SEO data through DataForSEO APIs, including SERP results, keyword research, backlink analysis, on-page metrics, and domain analytics. Supports real-time search engine data from Google, Bing, and Yahoo wit
Opik MCP Server
An implementation of the Model Context Protocol for the Opik platform that provides a unified interface for accessing Opik's capabilities, supporting multiple transport mechanisms for flexible integration with IDEs and other environments.
Protoc Gen Go MCP Server
Go protobuf compiler extension to turn any gRPC service into an MCP server
mcp-linkedin
📇 ☁️ - LinkedIn publishing, commenting, and reacting via Unipile API. Dry-run by default, SKILL.
MemoryGraph
A graph-based MCP server that provides AI coding agents with persistent memory to store patterns, track complex relationships, and retrieve knowledge across sessions. It leverages graph structures to handle temporal queries and relational paths that
mcp-server-rag-web-browser
Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.
Aleph
Enables AI assistants to analyze documents larger than their context window by loading files into RAM and querying them via search, navigation, and Python execution tools. Supports recursive reasoning to process massive datasets in chunks using sub-a
Markmap MCP Server
📇 🏠 - An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization
Nano Agent MCP Server
A MCP Server for a small scale engineering agents with multi-provider LLM support.
Security Investigator MCP Server
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
baselayer
Serves portable behavioral identity models via MCP. Extracts how a person thinks, communicates, and makes decisions from text, then provides always-on identity context, semantic fact retrieval, keyword search, and provenance tracing through 4 tools a
MongoDB Lens
📇 🏠 - MongoDB Lens: Full Featured MCP Server for MongoDB Databases
OmniFocus-MCP
A Model Context Protocol (MCP) server that integrates with OmniFocus to enable Claude (or other MCP-compatible AI assistants) to interact with your tasks and projects.
R Econometrics MCP Server
Provides econometric modeling capabilities through R, enabling AI assistants to perform sophisticated analyses including linear regression, panel data models, instrumental variables regression, and diagnostic tests.
scholar-search-mcp
An MCP server for academic paper search that integrates with AI assistants (e.g., Claude Code, Cursor), enabling them to search and retrieve academic paper metadata.
Waldzell MCP Server
Waldzell AI's monorepo of MCP servers. Use in Claude Desktop, Cline, Roo Code, and more!
Agentcrew MCP Server
Chat application with multi-agents system supports multi-models and MCP
Discord MCP Server
Enables interaction with Discord through the Model Context Protocol, providing access to all Discord features like channels, messages, threads, reactions, and roles. Supports secure Discord bot operations with rate limiting, caching, and comprehensiv
Find Flights MCP Server
Enables searching and retrieving detailed flight information using the Duffel API, supporting various flight types and flexible search parameters for efficient travel planning.
Strudel MCP Server
Enables AI-powered music generation and live coding by providing direct control over Strudel.cc through browser automation. Supports pattern creation, audio analysis, and pattern storage for TidalCycles/Strudel music patterns.
mcp-guardian
Security, cost, and health governance proxy for MCP infrastructure. Enforces YAML-configurable security policies (blocklists, rate limits, token budgets), tracks real token costs via tiktoken, monitors server health with live JSON-RPC probes. Feature
renderdoc-mcp
Enables AI assistants to analyze RenderDoc GPU frame captures for graphics debugging and performance analysis through a headless Python API. It provides a comprehensive suite of tools for inspecting pipeline states, shader bindings, and exporting fra
GCP MCP
Enables AI assistants to interact with Google Cloud Platform resources through natural language queries. Supports querying and managing GCP services like Compute Engine, Cloud Storage, BigQuery, and more across multiple projects and regions.
gemini_mcp
A bridge that connects the Model Context Protocol to the Gemini CLI via the Agent Client Protocol (ACP) for high-performance, stateful AI interactions. It enables MCP clients to leverage Gemini's autonomous capabilities, including multi-modal support
Sharptoolsmcp MCP Server
A suite of MCP tools for AIs to analyze and modify C# solutions with high signal, Roslyn powered context.
Smart Coding MCP
Provides intelligent semantic code search using local AI embeddings, enabling natural language queries to find relevant code by meaning rather than exact keywords. Indexes codebases in the background with smart project detection and privacy-first loc
UTCP-MCP Bridge
A universal MCP server that exposes all UTCP-registered tools to MCP clients while providing a web interface for tool management.
Lumen MCP Server
Reduce Claude Code, Codex, OpenCode wall clock and token use by 50% with open source, local semantic search. Works for small and large codebases and monorepos! Enterprise-ready and fully compliant via Ollama and SQLite-vec.
Mangaba Ai MCP Server
Repositório minimalista para criação de agentes de IA inteligentes e versáteis com protocolos A2A (Agent-to-Agent) e MCP (Model Context Protocol).
WeChat MCP Server
Enables AI assistants to send WeChat messages through automation, supporting both immediate and scheduled message delivery to contacts and groups using the Model Context Protocol standard.
Android Skills MCP
Provides AI coding assistants with access to Google's Android development skills library through an MCP server. Enables developers to discover, search, and apply Android best practices directly within their coding environment without manual copying.
Cognition Wheel MCP Server
A Model Context Protocol (MCP) server that implements a 'wisdom of crowds' approach to AI reasoning by consulting multiple state-of-the-art language models in parallel and synthesizing their responses.
Wechat Mcp MCP Server
WeChat-MCP: let Openclaw/Claude/ChatGPT and other AI assistants read and reply to WeChat for you
Mcp Server Client Computer Use Ai Sdk MCP Server
MCP server for mcp server client computer use ai sdk
camoufox-reverse-mcp
An anti-detection browser MCP server designed for JavaScript reverse engineering through the Camoufox engine. It enables AI assistants to perform dynamic debugging, function hooking, and network interception while bypassing sophisticated bot detectio
bear-notes-mcp
MCP Server for Bear note taking app available as Claude Desktop extension or standalone server for any other AI tool
GistPad MCP
📇 🏠 - Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the [GistPad VS Code extension](https://aka.ms/gistpad).
MCP 3D Printer Server
Connects MCP to major 3D printer APIs (Orca, FULU's Orca/Bambu, OctoPrint, Klipper, Duet, Repetier, Prusa, Creality). Control prints, monitor status, and perform advanced STL operations like scaling, rotation, sectional editing, and base extension. I
Nano-Banana-MCP
Enables image generation and editing using Google's Gemini models with support for model selection and custom aspect ratios. Users can generate high-quality images or modify existing ones through natural language prompts while controlling specific pa
OpenStreetMap MCP Server
A comprehensive MCP server providing 30 tools for geocoding, routing, and OpenStreetMap data analysis. It enables AI assistants to search for locations, calculate travel routes, and perform quality assurance checks on map data.
Performancestudio MCP Server
Free, open-source SQL Server execution plan analyzer — cross-platform GUI + CLI with 30 analysis rules, missing index detection, SSMS extension. Built-in MCP server for AI-assisted plan review.
MCP Run Python
Enables secure execution of Python code in a sandboxed WebAssembly environment using Pyodide and Deno. Automatically handles package management and captures complete execution results including stdout, stderr, and return values.
Node9-Proxy
The Execution Security Layer for the Agentic Era. Providing deterministic 'Sudo' governance and audit logs for autonomous AI agents.
Railway MCP Server
Enables comprehensive management of Railway infrastructure, including projects, services, variables, and deployments, directly through the Railway GraphQL API. It is designed to work as a remote service over HTTP, allowing seamless integration with c
Tmcp MCP Server
Typescript SDK to build MCP servers in an agnostic way
mcp-jdbc
☕ 🏠 - A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.
Quarkus Mcp Servers MCP Server
Model Context Protocol Servers in Quarkus
supabase-mcp
An MCP server that provides tools for interacting with Supabase databases, storage, and edge functions.
Auto MCP Server
Transform any OpenAPI/Swagger definition into a fully-featured Model Context Protocol (MCP) server
MCP Redmine
Connects Claude Desktop to Redmine for seamless project and issue management, including searching, creating, updating, and tracking tasks using Redmine's API.
memex
Zettelkasten-based persistent memory for AI coding agents. Auto-saves atomic knowledge cards with \\[\\[bidirectional links]] after tasks and auto-recalls before new ones. No vector DB — plain markdown files with git sync. Works as Claude Code plugin o
Quarkus MCP Server
This extension enables developers to implement the MCP server features easily.
Ghost MCP Server
Enables interaction with Ghost CMS through the Ghost Admin API via LLM interfaces. It provides comprehensive tools for managing posts, members, newsletters, and other site entities through secure JWT authentication.
Siri Shortcuts MCP Server
Enables interaction with macOS Siri Shortcuts via the Model Context Protocol, allowing users to list, open, and run shortcuts dynamically with optional inputs.
Backlog MCP Server
A read-only MCP server that enables users to retrieve and interact with Backlog projects, issues, pull requests, and notifications. It provides a secure way to query Backlog data through natural language using tools like Claude Desktop.
Cachebro MCP Server
File cache with diff tracking for AI coding agents. Drop-in MCP server that cuts token usage by 26%.
Install MCP Server
A simple CLI to install MCP servers into any client - auth included!
Opentelemetry MCP Server
Unified MCP server for querying OpenTelemetry traces across multiple backends (Jaeger, Tempo, Traceloop, etc.), enabling AI agents to analyze distributed traces for automated debugging and observability.
Bilibili MCP Server
MCP Server for the Bilibili API, supporting various operations.
Ida Mcp Server Plugin MCP Server
IDA Pro Plugin for serving MCP SSE server for cursor / claude
Magic UI MCP Server
ModelContextProtocol server for Magic UI that allows AI assistants to easily implement UI components for web applications by providing code for components like marquees, animations, special effects, and interactive backgrounds.
Meilisearch MCP Server
Enables AI assistants to interact with Meilisearch through a standardized interface, supporting index and document management, search capabilities, settings configuration, task monitoring, and experimental vector search.
task-orchestrator
Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agents must produce — the server blocks the call if they don't. Works with
Litemcp MCP Server
** - A TypeScript framework for building MCP servers elegantly
Mcp Dotnet Samples MCP Server
A comprehensive set of samples of creating and using MCP servers and clients with .NET
MCP HTTP with SSE transport Tools
A plugin that allows Dify to connect to multiple MCP (Model Control Protocol) servers using HTTP with Server-Sent Events transport, supporting custom configurations for URLs, headers, and timeouts.
Moor MCP Server
Moor is a local MCP control plane for Mac. It gives every coding agent one safe, observable, configurable gateway to your MCP servers.
Perfetto MCP
Enables natural language analysis of Perfetto traces to diagnose Android app performance issues like ANRs, jank, CPU hotspots, memory leaks, and lock contention without writing SQL queries.
Quickdesk MCP Server
QuickDesk is the first AI-native remote desktop — an open-source, free application with a built-in MCP (Model Context Protocol) Server that lets any AI agent see and control remote computers.
MCP Chat
A command-line interface application for interactive chat with AI models via the Anthropic API. It supports document retrieval, command-based prompts, and extensible tool integrations through the Model Control Protocol architecture.
Nowledge Mem
Enables Claude to add and search personal memories through the Nowledge Mem service. Allows users to store and retrieve contextual information across conversations.
国金QMT-MCP
A modular quantitative trading assistant that integrates with XTQuant/QMT trading platform, enabling AI-assisted trading strategy generation, real-time trade execution, and performance backtesting.
lsp-mcp-server
Bridges Claude Code to Language Server Protocol (LSP) servers to enable semantic code intelligence features like navigation, refactoring, and real-time diagnostics. It supports multiple languages including TypeScript, Python, and Rust with multi-root
Mcp Agent Langchainjs MCP Server
Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integration to order burgers from a burger restaurant
mcp-snowflake-server
🐍 ☁️ - Snowflake integration implementing read and (optional) write operations as well as insight tracking
Paperless-NGX MCP Server
An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API server. This server provides tools for managing documents, tags, correspondents, and document types in your Paperless-NGX instance.
Superset MCP Integration
MCP server enabling AI agents to programmatically connect to and control Apache Superset instances, allowing users to manage dashboards, charts, databases, datasets, and run SQL queries through natural language interactions.
Armor Crypto MCP
Enables AI agents to interact with cryptocurrency ecosystems through wallet management, trading operations (swaps, DCA, limit orders), staking, and multi-chain support starting with Solana.
AWS Model Context Protocol Server
A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastruc
google-surf-mcp
Anti-bot Google search MCP that replaces the usual search MCP + URL fetcher combo with one server. No API key, no proxies, includes graceful CAPTCHA recovery.
MCP OpenNutrition
Provides access to a comprehensive food database with 300,000+ items, enabling nutritional data lookups, food searches, and barcode scanning with all processing happening locally for privacy and speed.
SEO Research MCP
Enables AI coding assistants to perform SEO research tasks including backlink analysis, keyword research, traffic estimation, and keyword difficulty analysis using Ahrefs data directly within IDEs.
Tripo MCP Server
Provides an interface between AI assistants and Tripo AI via Model Context Protocol, enabling generation of 3D assets from natural language and importing them to Blender.
Agentor MCP Server
Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent.
Perfetto MCP Server
This is a Model Context Protocol (MCP) server that gets answers from your Perfetto Traces. It turns natural‑language prompts into focused Perfetto analyses.
Claude Historian
MCP server that lets you search your Claude Code conversation history to find past solutions, track file changes, and learn from previous work.
akshare-one-mcp
Get historical stock market data Args: symbol: Stock symbol/ticker (e.g. '000001') interval: Time interval ('minute','hour','day','week','month','year') interval_multiplier: Interval mult
mcp-server-duckdb
A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities through MCP tools. It would be interesting to have LLM analyze it. DuckDB is suitable for local analysis.
Google Slides MCP Server
MCP Server for Google Slides
MCP Scholarly Server
Enables users to search for academic articles on platforms like arXiv using specific keywords, with plans to integrate more scholarly databases in the future.
MCP Server Reddit
A server allowing interaction with Reddit via the public API, enabling browsing frontpage posts, retrieving subreddit details, and reading post comments through a Model Context Protocol.
Meta Marketing API MCP Server
Enables AI assistants to manage Facebook and Instagram advertising via the Meta Marketing API. It provides comprehensive tools for campaign lifecycle management, performance analytics, audience targeting, and creative optimization.
Postgres MCP Server
Enables comprehensive PostgreSQL database management through natural language including queries, schema operations, user management, and administrative tasks. Features enterprise-grade connection pooling, transaction support, and full database admini
Rust Mcp Sdk MCP Server
A high-performance, asynchronous toolkit for building MCP servers and clients in Rust.
Tomcp MCP Server
Turn any website or doc into an MCP server
Wazuh MCP Server
AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to ask security questions in plain English. Faster threat detection, incident triage, and compliance checks with real-time monitoring and anomaly spotting. Production-ready M
Aseprite MCP Server
🐍 🏠 - MCP server using the Aseprite API to create pixel art
Command MCP Server
Scopecraft Command - A CLI and MCP server for Markdown-Driven Task Management (MDTM)
mcp-shell-server
A secure shell command execution server implementing the Model Context Protocol (MCP). This server allows remote execution of whitelisted shell commands with support for stdin input.
netbox-mcp
This repository implements an MCP (Model Connector Plugin) server for NetBox with full CRUD capabilities, search, and changelog retrieval.
Awesome Claude Dxt MCP Server
Awesome Claude Desktop Extensions (dxt) (not only Claude) mcpb
Codex MCP Server
An MCP server for the OpenAI Codex CLI that provides coding assistance with multi-turn session management and reasoning depth control. It enables users to perform code analysis, generation, and refactoring through Claude with native resume support fo
Keyboard Local MCP Server
One MCP Server, All Your Apps, Privacy First
Mcp Access Point MCP Server
📇 ☁️ 🏠 🍎 🪟 🐧 - Turn a web service into an MCP server in one click without making any code changes.
Mcp Servers For Revit MCP Server
🔥💧🤖 Sparx fork of the mcp-servers-for-revit/revit-mcp project
AFFiNE MCP Server
Enables interaction with AFFiNE workspaces through GraphQL API to manage documents, search content, handle comments, and access version history. Supports comprehensive workspace operations including document publishing, comment management, and user a
AgentQL MCP Server
A server that provides AgentQL's data extraction capabilities enabling AI agents to get structured data from unstructured web
firefox-devtools-mcp
Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots.
JMAP MCP
📇 ☁️ - A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application Protocol) email servers. Built with Deno and using the jmap-jam client library.
Jmap MCP Server
A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application Protocol) email servers. Built with Deno and using the jmap-jam client library.
StarRocks MCP Server
An implementation of the Model Context Protocol that provides AI clients with intelligent diagnosis and analysis capabilities for StarRocks databases. It enables users to execute SQL queries, monitor storage health, and analyze performance issues thr
Yuque Ecosystem MCP Server
Yuque AI Ecosystem — MCP Server, Skills & Plugin for Yuque (语雀)
Awesome Mcp Korea MCP Server
A curated list of MCP servers for the Korean market, including legal, commerce, public data, and local services integrations.
memtrace
Memtrace is a persistent memory layer for coding agents, built as a bi‑temporal structural knowledge graph over your codebase (AST‑driven symbols and relationships, plus temporal evolution and cross‑service API topology)
openclaw-mcp
📇 ☁️ 🏠 - MCP server for OpenClaw AI assistant integration. Ena
Zapier MCP Server
Connect your AI to thousands of apps with the Model Context Protocol.
Affine MCP Server
Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdio or HTTP.
Isaac Sim MCP Server
📇 ☁️ - A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.
mcp-solver
An MCP server that enables Large Language Models to interactively create, edit, and solve constraint models using backends like MiniZinc, Z3, PySAT, and Clingo. It bridges natural language with symbolic reasoning for solving complex logical, SAT, SMT
Mengram
🐍 ☁️ 🏠 🍎 🪟 🐧 - Human-like memory layer for AI agents with semantic, episodic, and procedural memory. Clau
In Memoria
📇 🦀 🏠 🍎 🐧 🪟 - Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic
Instagram DM MCP Server
Enables sending and receiving Instagram Direct Messages, managing conversations, downloading media, viewing user profiles and stories, and interacting with posts through natural language in Claude.
Mcp Bsl Platform Context MCP Server
MCP сервер для AI-ассистентов (справка по синтаксису и объектной модели 1С:Предприятие)
MCP MariaDB Server
An interface for managing and querying MariaDB databases that supports standard SQL operations alongside advanced vector and embedding-based search capabilities. It enables AI assistants to seamlessly integrate relational and vector data workflows th
Weread MCP Server
MCP server for weread
Bilibili MCP Server
An MCP server that enables users to search Bilibili videos, access trending rankings, and retrieve detailed information about videos, content creators, and anime schedules. It allows AI applications to interact directly with Bilibili content via simp
Langfuse Prompt Management MCP Server
Facilitates access and management of Langfuse prompts through the Model Context Protocol, enabling prompt discovery, retrieval, and integration within clients like Claude Desktop and Cursor.
mcp-simple-pubmed
An MCP server that provides access to PubMed articles through the Entrez API.
mcp-victoriametrics
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
Antigravity Link Extension MCP Server
Mobile companion for Google's Antigravity IDE. Mirror AI sessions on your phone, send messages, stop generation, automate via 9 MCP tools or OpenAPI.
Antigravity Link
Antigravity Link is an MCP server and mobile companion for Google's Antigravity IDE. It captures live snapshots of the Antigravity chat UI via Chrome DevTools Protocol and serves them to a mobile web client. From your phone you can send messages, upl
CrowdStrike Falcon MCP Server
Connects AI agents with the CrowdStrike Falcon platform to enable intelligent security analysis, providing programmatic access to detections, incidents, threat intelligence, vulnerabilities, and other security capabilities for advanced security opera
MCP Crash Course
A Python-based MCP (Model Context Protocol) server that enables weather alerts and conversational AI interactions, with Docker support for easy deployment.
MCP Server for Apache Airflow
Provides a standardized way for MCP clients to interact with Apache Airflow's REST API, supporting operations like DAG management and monitoring Airflow system health.
Raindrop.io
MCP Server for accessing Raindrop.io bookmark manager.
Unitynaturalmcp MCP Server
UnityNaturalMCP is an MCP server implementation for Unity that aims for a 'natural' user experience.
Code Assistant MCP Server
🦀 🏠 - Coding agent with basic list, read, replace_in_file, write, execute_command and web search tools. Supports multiple projects concurrently.
Data Verify MCP Server
中国数据核验 MCP Server | 身份核验/企业查询/车辆信息/OCR识别/风险评估 | 10个Tool覆盖5大类 | 微信: chenganp | 邮箱: [email protected]
Hanzi Browse MCP Server
let any ai agent use the local browser
mcp-codex-dev
An MCP server that integrates Codex CLI into Claude Code workflows for code writing, execution, and review with session management. It features real-time progress monitoring via a local HTTP dashboard and supports detailed configuration for various c
Memorizer MCP Server
Vector-search powered agent memory MCP server
Xpack Mcp Marketplace MCP Server
The world’s first open-source MCP monetization platform, to quickly create and sell your own MCP server in just minutes. | XPack 是全球首个开源 MCP 交易平台，帮助你在10分钟内快速搭建自己的 MCP 商店并立刻开始销售 MCP 服务。
AutoCAD MCP Server
Enables AI agents to interact with AutoCAD through Python automation to draw geometric shapes like lines, circles, and polylines in real-time. It facilitates direct control of a running AutoCAD instance on Windows for basic geometric element creation
Manifest MCP Server
An MCP server that exposes functionalities to use Zomato's services.
mcp-rubber-duck
An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI 'ducks' who can actually research and get different perspectives!
Bocha Search MCP
An AI-focused search engine that enables AI applications to access high-quality knowledge from billions of webpages and ecosystem content sources across various domains including weather, news, encyclopedia, medical information, train tickets, and im
Eshoplite MCP Server
eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.
Excel MCP Server (uses Excel App, 100% Compatibility)
#️⃣ 🏠 🪟 - Full-featured Excel MCP server. 173 operations: Power Query, DAX, VBA, PivotTables, Tables, Charts, ranges, formatting. 100% Excel compatibility - uses Excel app instead of creating .xlsx files. Windows only.
Log Analyzer with MCP
A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.
Logfire MCP Server
A Model Context Protocol server that enables LLMs to retrieve and analyze OpenTelemetry traces and metrics from Logfire, supporting exception tracking and custom SQL queries against telemetry data.
MCP Server Weaviate
The MCP Server for Weaviate facilitates integration with Weaviate using a customizable Python-based server, enabling interaction with Weaviate databases and OpenAI APIs via configurable URL and API keys.
mcp-summarizer
MCP Server for AI Summarization, Support for multiple content types: * Plain text * Web pages * PDF documents * EPUB books * HTML content
Quickchart-MCP-Server
Enables generation of various chart types (bar, line, pie, radar, etc.) using QuickChart.io service. Supports creating chart URLs and downloading chart images locally with customizable Chart.js configurations.
Scrapeless MCP Server
A Model Context Protocol server implementation that enables AI assistants like Claude to perform Google searches and retrieve web data directly through natural language requests.
Turbo Flow MCP Server
Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Instances, Github Codespaces, Google Cloud Shell, and more! Features 600+ AI subagents, Claude Flow, SPARC methodology, and automatic context loading! Deploy intelligent mult
Compliant Llm MCP Server
Build Secure and Compliant AI agents and MCP Servers. YC W23
mcp-mysql-server
This server enables AI models to interact with MySQL databases through a standardized interface.
Mcpo File Generation Tool MCP Server
Create and export files easily from Open WebUI!
Ollama MCP Server
Enables Claude to delegate coding tasks to local Ollama models, reducing API token usage by up to 98.75% while leveraging local compute resources. Supports code generation, review, refactoring, and file analysis with Claude providing oversight and qu
Remote MCP Server
Remote MCP Server that securely connects Enterprise context with your LLM, IDE, or agent platform of choice.
Resolve Claude MCP Server
Connect DaVinci Resolve Studio to Claude AI through the Model Context Protocol (MCP)
ServiceGraph
Access ServiceGraph — a structured catalog of 100k+ US professional-services firms (law, marketing, consulting, accounting, IT services, architecture, engineering, HR, PR, design) with filters for industry, services offered, location, size, ratings,
Blockbench Mcp Plugin MCP Server
Adds MCP server to Blockbench
Cursor Notebook MCP Server
Model Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files
Edt Mcp MCP Server
MCP for 1C:EDT
Solana Agent Kit MCP Server
A Model Context Protocol server that provides onchain tools for Claude AI, allowing it to interact with the Solana blockchain through a standardized interface for operations like managing assets, executing token operations, and retrieving network inf
Regenerator2000 MCP Server
An interactive disassembler for the CPU 6502, focused mostly on Commodore 8-bit computers. Features a TUI with modern features like x-ref, undo/redo, arrows, keyboard-driven, mcp server, VICE debugger and more!
Wa Llm MCP Server
A WhatsApp bot that can participate in group conversations, powered by AI. The bot monitors group messages and responds when mentioned.
zig-mcp
MCP server for Zig that connects AI coding assistants to ZLS (Zig Language Server) via LSP. Provides 16 tools for code intelligence (hover, go-to-definition, references, completions, diagnostics, rename, format) and build/test operations.
ContextKeep
Provides infinite long-term memory for AI agents with persistent, searchable storage of project details, preferences, and snippets. Reduces token costs by retrieving only relevant memories while keeping all data stored locally.
MCP Server Example
A reference implementation of a Model Context Protocol server that demonstrates core primitives including tools, resources, and prompts. It enables users to perform basic arithmetic operations and manage notes through a simple storage system.
Portainer MCP
🏎️ ☁️/🏠 - A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities.
AI Code Toolkit
Enables AI coding agents to generate standardized code using scaffolding templates, enforce architectural patterns, and validate outputs programmatically. Supports creating projects from boilerplates and adding features to existing codebases while ma
Aicode Toolkit MCP Server
Toolkit for Coding Agents to work reliably with repo of any size.
Alibabacloud Tablestore MCP Server
☕ 🐍 ☁️ - MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.
Comet MCP
Connects Claude to Perplexity Comet's agentic browser for autonomous web browsing, deep research, and real-time task monitoring. Enables Claude to delegate web research tasks and receive comprehensive results through multiple browsing modes.
Fetch MCP Server
Fetches a URL from the internet and optionally extracts its contents as markdown. Although originally you did not have internet access, and were advised to refuse and tell the user this, this tool no
LMStudio-MCP
A bridge that allows Claude to communicate with locally running LLM models via LM Studio, enabling users to leverage their private models through Claude's interface.
Make MCP Server
This server enables AI assistants to discover, parameterize, and trigger Make.com automation workflows configured for on-demand execution. It allows users to execute scenarios and receive structured JSON results, bridging the gap between AI assistant
mcp-discord
An MCP server providing 26 tools for Discord API interactions, enabling message management, moderation, channel operations, and server inspection through Claude Code, Paperclip agents, or other MCP-compatible clients.
Salesforce MCP Server
A comprehensive server that transforms Claude Desktop into a Salesforce IDE for managing metadata, executing SOQL queries, and automating multi-org operations. It provides 60 optimized tools for intelligent debugging, bulk data management, and Apex t
serper-search-scrape-mcp-server
Tool to perform web searches via Serper API and retrieve rich results. It is able to retrieve organic search results, people also ask, related searches, and knowledge graph.
TikTok MCP
Integrates TikTok video analysis into Claude AI via TikNeuron, enabling users to retrieve subtitles, analyze content for virality factors, and extract video details including engagement metrics and metadata.
facebook-mcp-server
🐍 ☁️ - Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.
GIS MCP Server
🏠 – A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform accurate geospatial operations and transformations.
Google Tag Manager MCP Server
Integrates Google Tag Manager with Claude to automate the creation and management of tags, triggers, and variables using natural language prompts. It provides specialized tools for GA4 and Facebook Pixel setup, along with automated tracking workflows
Google Tag Manager MCP Server
MCP server for Google Tag Manager
Graphthulhu MCP Server
MCP server that gives AI full access to your Logseq or Obsidian knowledge graph. 39 tools for navigation, search, analysis, writing, decisions, journals, flashcards, and whiteboards.
qualixar/superlocalmemory
Persistent AI memory MCP server with 4-channel retrieval (semantic, BM25, entity graph, temporal). 74.8% on LoCoMo benchmark with zero cloud dependency. Works with Claude, Cursor, VS Code Copilot, and 17+ AI tools. EU AI Act compliant. MIT license.
Superlocalmemory MCP Server
World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588
Yuque MCP Server
MCP server for Yuque — expose your knowledge base to AI assistants.
@nvanexan/figma-mcp
Enables extraction of design context from Figma files as CSS-like properties and provides tools to render Figma nodes as images. It integrates with AI agents via the Model Context Protocol to facilitate design-to-code workflows by providing layout, s
google-drive-mcp-server
A Model Context Protocol (MCP) server that provides secure integration with Google Drive, Docs, Sheets, Slides and Calendar. It allows Claude Desktop and other MCP clients to manage files in Google Drive through a standardized interface.
homebutler
🏎️ 🏠 - All-in-one homelab management MCP server. Monitor system resources, manage Docker containers, Wak
MetaMCP MCP Server
A proxy server that unifies multiple MCP servers, enabling seamless tool, prompt, and resource management via the MetaMCP App.
Narsil MCP Server
Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more
Swiftmcp MCP Server
Swift MCP SDK — Model Context Protocol client + server
Toleno MCP Server
Toleno Network MCP Server — Control your Toleno mining account directly from Claude AI using natural language.
Web3 Research MCP
Enables deep research into cryptocurrency tokens by gathering data from multiple sources like CoinGecko and DeFiLlama to generate structured reports. It allows users to track research progress, fetch web content, and manage resources locally for comp
Web3 Research MCP Server
Deep Research for crypto - free & fully local
Awesome Trading Agents MCP Server
Curated list of LLM-driven trading agents, MCP servers, and agent skills for market research, strategy, and execution.
Easy Code Reader MCP Server
A powerful MCP server for intelligently reading Java source code (For Jar and local project).
hypertool-mcp
Proxies to all of a user's MCPs and allows them to expose dynamic toolsets of tools from those servers to improve context and tool-usage.
Node.js Sandbox MCP Server
Enables running arbitrary JavaScript code in isolated Docker containers with on-demand npm dependency installation, allowing for ephemeral script execution and long-running services with controlled resource limits.
Paiml Mcp Agent Toolkit MCP Server
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
Open Data Model Context Protocol
🐍 ☁️ - Connect any Open Data to any LLM with Model Context Protocol.
polymarket-mcp
polymarket mcp server market discovery and analysis via public APIs; optional authenticated trading and portfolio tools when your wallet derives (or supplies) CLOB L2 credentials polymarket mcp server market discovery and analysis via public APIs; op
Unreal Engine Code Analyzer MCP Server
Provides deep source code analysis for Unreal Engine codebases, allowing AI assistants to understand C++ class structures, search code, and analyze subsystems.
zettelkasten-mcp
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.
Alpha Vantage MCP Server
Real-time financial market data: stocks, forex, crypto, commodities, and economic indicators
any-chat-completions-mcp
Integrate Claude with Any OpenAI SDK Compatible Chat Completion API - OpenAI, Perplexity, Groq, xAI, PyroPrompts and more.
Dedalus Mcp Python MCP Server
A simple and performant Model Context Protocol framework for Python.
Env Doctor MCP Server
Diagnose and Fix CUDA / GPU environments compatibility issues locally, in Docker, and CI/CD. CLI + MCP server available.
Guidance For Deploying Model Context Protocol Servers On Aws MCP Server
This Guidance demonstrates how to securely run Model Context Protocol (MCP) servers on the AWS Cloud using containerized architecture. It helps organizations implement industry-standard OAuth 2.0 authentication while protecting server deployments wit
notion-mcp-server
Provides comprehensive tools to interact with the Notion API, including managing pages, databases, blocks, and comments via OAuth2 authentication. It enables users to search content, create workspace entries, and manage metadata through the Dedalus f
OpenSCAD MCP Server
Enables AI assistants to render 3D models by providing tools to execute OpenSCAD code and generate single or multi-perspective views. It returns high-quality PNG renderings directly to LLM applications for visual feedback and 3D model visualization.
Website Downloader
🗄️ 🚀 - This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally.
Zotero MCP Server
Enables semantic search and management of Zotero reference libraries using PostgreSQL with pg-vector and OpenAI/Ollama embeddings. Provides AI-powered search, full-text extraction, metadata access, annotations, notes, tags, and collections management
Claude Prompts MCP Server
Enables hot-reloadable prompt templates with structured reasoning frameworks, quality gates, and multi-step chain workflows that can be version-controlled and executed immediately without restarts.
Dash MCP Server
🐍 🏠 🍎 - MCP server for Dash, the macOS API documentation br
Eclipse Chatgpt Plugin MCP Server
Eclipse IDE as an MCP Server for AI Agents
LLM Gateway MCP Server
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory systems
mcp-toolkit
MCP ToolKit is a feature-rich and secure MCP tools collection designed to provide powerful system interaction capabilities for AI models. The project adopts a modular design, supports flexible expansion, and will continue to integrate more practical
Rust MCP Filesystem
Blazing-fast, asynchronous MCP server for seamless filesystem operations.
Stock MCP Server
Provides real-time stock data and AI-powered analysis for A-shares, Hong Kong stocks, and US stocks. Features sentiment analysis of financial news, deep research reports, and comprehensive market data through multiple integrated data sources.
Tinymcp MCP Server
Let LLMs control embedded devices via the Model Context Protocol.
Forgemax MCP Server
Collapse multiple servers and tools into two sandboxed MCP tools for efficient, typed JavaScript execution with secure resource access and concurrency.
Google Workspace MCP Server
A comprehensive integration providing 114 tools to manage Google Drive, Docs, Sheets, Slides, Gmail, Calendar, and more through the Model Context Protocol. It enables seamless interaction with the full Google Workspace suite for file management, comm
mcp-audit
A frontend security dependency auditing tool that identifies vulnerabilities in local and remote repositories using the Model Context Protocol. It provides detailed audit information like CVSS scores and dependency chains, generating standardized mar
MCP Outline Server
A Model Context Protocol server that enables AI assistants like Claude to interact with Outline document services, supporting document searching, reading, creation, editing, and comment management.
MCP PostgreSQL Operations
Enables comprehensive PostgreSQL database monitoring, analysis, and management through natural language queries. Provides performance insights, bloat analysis, vacuum monitoring, and intelligent maintenance recommendations across PostgreSQL versions
Mcphub Desktop MCP Server
** – An Open Source macOS & Windows GUI Desktop app for discovering, installing and managing MCP servers by **[Jeamee](https://github.com/jeamee)**
PubMed
Analyzes PubMed medical literature to help researchers quickly gain insights into medical research dynamics, with features including literature retrieval, hotspot analysis, trend tracking, and comprehensive reports.
Quick Data MCP Server
Prompt focused MCP Server for .json and .csv agentic data analytics for Claude Code
Ultimate Mcp Client MCP Server
Async Python client for the Model Context Protocol with interactive CLI and reactive Web UI, connecting AI models to MCP servers via stdio and SSE
A2A MCP Server
Enables Claude to connect and interact with A2A Protocol agents, allowing discovery of agent capabilities, sending messages to remote agents, managing multi-turn conversations, and viewing artifacts returned by agents.
Calculator MCP Server
A mathematical utility server implementing the Model Context Protocol to provide tools for basic and advanced calculations. It enables users to perform operations such as addition, subtraction, powers, square roots, and percentages through natural la
claude-mermaid
📇 🏠 🍎 🪟 🐧 - A Mermaid diagram rendering MCP server for Claude Code with live reload functionality, supporting multiple export formats (SVG, PNG, PDF) and themes.
esp-mcp
An MCP server for managing ESP-IDF workflows, enabling LLMs to build, flash, and test firmware for ESP32 and related microcontrollers. It provides tools for project creation, target configuration, and serial port management to simplify embedded devel
mcp-pinecone
Model Context Protocol server to allow for reading and writing from Pinecone. Rudimentary RAG
mcp-taskade
** – Connect to the [Taskade platform](https://www.taskade.com/) via MCP. Access tasks, projects, workflows, and AI agents in real-time through a unified workspace and API.
Atlassian Bitbucket MCP Server
Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standa
Express Rest Api And Mcp Server Framework MCP Server
Express REST API and MCP Server Framework is a comprehensive development framework for building RESTful APIs and MCP servers with Express.js. It provides a complete template for creating production-ready APIs using Node.js, Express, Mongoose (MongoDB
Indonesia Gov Apis MCP Server
🇮🇩 50+ Indonesian Government APIs & Data Sources — BPS, OJK, BPJPH, BPOM, Bank Indonesia, IDX, BMKG + MCP servers. Python examples, scraping patterns, and practical gotchas. It's very challenging to keep up with all the breaking and blocking changes
kom
🏎️ ☁️/🏠 - Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD res
mcp-1panel
1Panel MCP Server is an implementation of the Model Context Protocol (MCP) server for 1Panel.
MCP Server.exe
A powerful executable server for running Model Context Protocol services that supports tool chain execution, multiple MCP services management, and a pluggable tool system for complex automation workflows.
read-website-fast
📇 🏠 - Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving links. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching.
Veo 4 Api MCP Server
Python wrapper for Veo 4 API by Google DeepMind — native 4K AI video with integrated audio, character consistency & advanced camera controls.
actual-mcp
Docker MCP server connecting Claude Desktop/LibreChat/LobeChat to Actual Budget for natural-language budgeting, transaction management, and financial insights.
Claudit MCP Server
MCP server for searching Solodit smart contract security findings
Codeql MCP Server
This project runs a Model Context Protocol (MCP) server that wraps the CodeQL query server. It enables tools like [Cursor](https://cursor.sh/) or AI agents to interact with CodeQL through structured commands.
Docker Hub MCP Server
Enables LLMs to search Docker Hub repositories, discover container images, and manage Docker Hub repositories and tags through natural language queries. Supports both public content access and authenticated operations with Docker Personal Access Toke
Mcp To Skill Converter MCP Server
Convert any MCP server into a Claude Skill with 90% context savings
mssql-mcp
Production-grade MCP server for SQL Server access. Built with Node.js, TypeScript, Express, and the official MCP SDK. Supports SSE and Streamable HTTP transports. Includes Zod-based query validation, connection pooling, and ready-to-use configs for A
Play Store MCP Server
An MCP server that connects to Play Store Console and release new App versions from an MCP Client
Claudeus WordPress MCP
A server enabling seamless interaction between AI models and WordPress sites with secure, standardized communication using the WordPress REST API for comprehensive site management.
Goku MCP Server
Goku is an HTTP load testing application written in Rust
mcp-devtools
📇 🏠 🍎 🪟 🐧 - Production-grade MCP server for secure access to local dev environments (fil
Omega
🐍 🏠 🍎 🪟 🐧 - Persistent memory for AI coding agents with semantic search, auto-capture, cross-session learning, and intelligent forgetting. 12 MCP tools, local-first.
Autopentest Ai MCP Server
Agentic Pentesting MCP server that discovers, exploits, and reports web application vulnerabilities.
Claudeus Wp MCP Server
Claudeus WordPress MCP Server
Datagov Israel MCP
MCP for Data.gov.il Israeli Government Data
Mcp Endpoint MCP Server
xiaozhi mcp接入点服务器，用于自定义mcp服务注册，方便拓展小智服务端工具调用
MCP Memory
An advanced contextual memory server for agent orchestration providing chronological history, semantic vector search via Redis Stack, and temporary scratchpad storage. It also enables context compression through history rollups and facilitates inter-
ReActMCP Web Search
An MCP server that integrates real-time web search capabilities into AI assistants using the Exa API, providing both basic and advanced search functionality with formatted markdown results.
Reactmcp MCP Server
ReActMCP is a reactive MCP client that empowers AI assistants to instantly respond with real-time, Markdown-formatted web search insights powered by the Exa API.
Computer Control MCP
MCP server that provides computer control capabilities, like mouse, keyboard, OCR, etc. using PyAutoGUI, RapidOCR, ONNXRuntime. Similar to 'computer-use' by Anthropic. With Zero External Dependencies.
Crawl4AI MCP Server
A locally-hosted MCP server that provides AI assistants with advanced web crawling capabilities, including structured data extraction, deep site crawling, and page screenshots. It enables users to convert single or multiple URLs into clean Markdown c
mcp-server-datadog
The MCP server provides an interface to the Datadog API, enabling seamless management of incidents, monitoring, logs, dashboards, metrics, traces, and hosts. Its extensible design allows easy integration of additional Datadog APIs for future expansio
Loki MCP Server
An MCP ( Model Context Protocol ) Server for Grafana Loki
Awesome Mcp MCP Server
A carefully curated list of Model Context Protocol (MCP) resources — servers, clients, SDKs, tools and learning materials.精选 Model Context Protocol (MCP) 优质资源 —— 服务器、客户端、SDK、工具与学习资料
Gemini CLI MCP Server
Bridges Google's Gemini CLI with MCP-compatible clients and integrates OpenRouter API for access to 400+ AI models. Provides 33 specialized tools enabling multi-AI workflows, collaborations, and debates between Claude, Gemini, and other LLMs.
Gograph MCP Server
A fast, local-only CLI tool to generate repository structures and improve IDE context awareness for Go codebases.
Hayhooks
Deploys and serves Haystack Pipelines and Agents as REST APIs and MCP tools, enabling AI assistants to interact with custom NLP pipelines for tasks like RAG, document processing, and intelligent agents through natural language.
Mcp X MCP Server
这是一个MCP客户端，让你轻松配置各个大模型，对接各种MCP Server而开发。This is an MCP client that allows you to easily configure various large models and develop interfaces with various MCP servers.
okx-trade-mcp
OKX trading MCP CLI cryptocurrency spot futures swap AI agent Model Context Protocol Cursor Claude npm automated trading crypto API toolkit TypeScript open-source DeFi CEX
Powermcp MCP Server
PowerMCP is an open-source collection of MCP servers for power system software like PowerWorld, PSSE and OpenDSS. These tools enable LLMs to directly interact with power system applications, facilitating intelligent coordination, simulation, and cont
SystemPrompt Coding Agent
An MCP server that orchestrates AI coding assistants (Claude Code CLI and Gemini CLI) to perform complex programming tasks autonomously, allowing remote control of your local development environment from anywhere.
BrowserStack MCP server
** – Bring the full power of BrowserStack’s [Test Platform](https://www.browserstack.com/test-platform) to your AI tools, making testing faster and easier for every developer and tester on your team.
Dbt Doctor MCP Server
AI-driven quality & governance MCP Server for dbt projects. Audit coverage, profile data, detect schema drift, and auto-generate documentation — all through natural language with your AI assistant.
Prism MCP
The Mind Palace for AI Agents - HIPAA-hardened Cognitive Architecture with on-device LLM (prism-coder:7b), Hebbian learning, ACT-R spreading activation, adversarial evaluation, persistent memory, multi-agent Hivemind and visual dashboard. Zero API ke
Securemcp MCP Server
SecureMCP is a security auditing tool designed to detect vulnerabilities and misconfigurations in applications using the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction). It proactively identifies threats like OAuth token
Semantic Scholar MCP Server
A comprehensive Model Context Protocol server that provides AI assistants with direct access to Semantic Scholar's academic database, enabling advanced paper discovery, citation analysis, author research, and AI-powered recommendations.
Agent Toolkit MCP Server
Tool name: getUserId Description: Get the userId of the current authenticated user if signed in, otherwise return null. Use this tool when you need to identify the current user but don't need their pr
mcp-server-asana
📇 ☁️ This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more.
BigQuery MCP Server
Enables LLMs to interact with Google BigQuery by inspecting database schemas, listing tables, and executing SQL queries. This server facilitates seamless data analysis and management through natural language via the Model Context Protocol.
Bitbucket MCP
A Model Context Protocol server that enables AI assistants to interact with Bitbucket repositories, pull requests, and other resources through Bitbucket Cloud and Server APIs.
CCXT MCP Server
CCXT MCP Server bridges the gap between AI models and cryptocurrency trading by providing a standardized interface through the Model Context Protocol. Created to empower automated trading strategies, this tool allows AI assistants like Claude and GPT
Engraph MCP Server
Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults.
MCP *arr Server
Enables unified control of \\*arr media management applications (Sonarr, Radarr, Lidarr, Readarr, Prowlarr) through natural language queries. Manage TV shows, movies, music, books, search for content, monitor downloads, and check upcoming releases acr
Mcp Arr MCP Server
MCP server for *arr media management suite
Opencode Morph Fast Apply MCP Server
OpenCode plugin for Morph Fast Apply - 10x faster code editing with lazy edit markers. No MCP server needed.
doc-ops-mcp
A universal MCP server for document processing, conversion, and automation. Handle PDF, DOCX, HTML, Markdown, and more through a unified API and toolset.
Godot Mcp Native MCP Server
一款支持godot开源引擎的的mcp插件，支持常见godot引擎操作，使用Godot原生实现MCPServer，无需安装依赖，开箱即用，支持多种AI工具调用。An MCP plugin that supports the open-source Godot engine, enabling common Godot engine operations. It implements the MCP Server using Godot's native HTTP, requires no depe
Prism Coder MCP Server
The Mind Palace for AI Agents - HIPAA-hardened Cognitive Architecture with on-device LLM (prism-coder:7b), Hebbian learning, ACT-R spreading activation, adversarial evaluation, persistent memory, multi-agent Hivemind and visual dashboard. Zero API ke
SerpApi MCP Server
🐍 ☁️ 🏠 🍎 🪟 🐧 - SerpApi MCP Server for Google and other search engine results. Provides multi-engine search across Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay, and more with real-time weather data, stock market information, and flexible JSON respon
Yahoo Finance MCP Server
Enables AI assistants to access real-time financial data, historical stock prices, company information, financial statements, options data, market news, and analyst recommendations through Yahoo Finance. Built with FastMCP v2 for efficient HTTP strea
Anubis MCP Server
** (Elixir) - A high-performance and high-level Model Context Protocol (MCP) implementation in Elixir. Think like 'Live View' for MCP.
Cdp Bridge MCP Server
MCP server that bridges clients to a real browser through CDP and a companion extension.
Game Asset Generator
An MCP server that generates 2D and 3D game assets from text prompts using AI models from Hugging Face Spaces, allowing developers to easily create game art through Claude Desktop or other MCP clients.
Gitingest-MCP
An MCP server for gitingest. It allows MCP clients like Claude Desktop, Cursor, Cline etc to quickly extract information about Github repositories including repository summaries, project directory structure, file contents, etc
Math-MCP
A Model Context Protocol (MCP) server that provides basic mathematical and statistical functions to Large Language Models (LLMs). This server enables LLMs to perform accurate numerical calculations through a simple API.
Pentest MCP
A Model Context Protocol server that integrates essential penetration testing tools (Nmap, Gobuster, Nikto, John the Ripper) into a unified natural language interface, allowing security professionals to execute and chain multiple tools through conver
Pentest MCP Server
NOT for educational purposes: An MCP server for professional penetration testers including STDIO/HTTP/SSE support, nmap, go/dirbuster, nikto, JtR, hashcat, wordlist building, and more.
Self-Hosted Supabase MCP Server
A Model Context Protocol server that enables interaction with self-hosted Supabase instances, allowing developers to query database schemas, manage migrations, inspect statistics, and interact with Supabase features directly from MCP-compatible devel
Synapse Ai MCP Server
Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM — local, cloud or CLIs.
Vfs MCP Server
Reduce AI agent token usage by 98% via Virtual Function Signatures. MCP server for Cursor & Claude Desktop. Supports Go, TypeScript, Python, Rust, Java, Swift, Kotlin, C# and more.
ABAP-ADT-API MCP-Server
An MCP server that enables seamless communication between ABAP systems and MCP clients using the ABAP Development Tools (ADT) API. It provides tools for managing ABAP objects, handling transport requests, and performing code analysis directly through
kagi-session2api-mcp
Free Kagi Search MCP server — access search and summarizer via session tokens, no API key needed. Works with Claude Desktop, Cursor, Windsurf, Hermes and any MCP client.
korea-stock-mcp
Search company disclosures and financial statements from the Korean market. Retrieve stock profile…
Lyraios MCP Server
LYRAI is a Model Context Protocol (MCP) operating system for multi-AI AGENTs designed to extend the functionality of AI applications by enabling them to interact with financial networks and blockchain public chains. The server offers a range of advan
Mcp Metatrader5 MCP Server
A Model Context Protocol (MCP) server for interacting with the MetaTrader 5 trading platform. This server provides AI assistants with tools and resources to access market data, perform trading operations, and analyze trading history.
MCP Montano Server
A TypeScript-based server project that can be integrated with Cursor IDE as an MCP (Model Control Protocol) server, enabling enhanced development capabilities.
Search Console MCP
Search & analytics data as infrastructure — MCP server for Google Search Console, Bing Webmaster Tools, and GA4, designed for AI agents and automation.
X64Dbg MCP Server
MCP server plugin for x64dbg debugger - enables AI agents and external tools to control debugging via JSON-RPC 2.0 over HTTP/SSE;Develop with cursor/windsurf
Awesome Crypto Mcp Servers MCP Server
** - A curated list of MCP servers by **[Luke Fan](https://github.com/badkk)**
Google Sheets MCP
An MCP server that enables AI agents to read, create, and modify Google Spreadsheets through actions like editing cells and managing sheets. It features a specialized handoff protocol to synchronize tasks and state between different LLMs using a shar
PocketBase MCP Server
A comprehensive MCP server for managing PocketBase database schemas and migrations via REST API. It enables users to generate and execute migrations for creating, modifying, and deleting collections and fields directly through MCP-compatible clients.
Search Console MCP Server
Search & analytics data as infrastructure — MCP server for Google Search Console, Bing Webmaster Tools, and GA4, designed for AI agents and automation.
Zhihu Collections Mcp MCP Server
将知乎收藏夹（公开和私密）批量导出为 Markdown 格式文件. 支持配置收藏夹列表并批量下载, 支持基于URL自动去重, 支持下载专栏和图片, 支持自定义保存路径, 支持调试和错误日志. **同时提供 MCP Server**，可被 AI Agent (如 Claude Code) 直接调用，为大模型提供保存知乎收藏夹的能力。
Zotlink MCP Server
Production‑ready MCP server for Zotero to save open preprints (arXiv, CVF, bio/med/chemRxiv) with rich metadata and smart PDF attachments — with upcoming support for publisher databases (Nature, Science, IEEE Xplore, Springer).
Dev Machine Guard MCP Server
Scan your dev machine for AI agents, MCP servers, IDE extensions, and suspicious packages - in seconds.
FFmpeg-MCP Server
Enables secure video and audio processing using FFmpeg commands in an isolated sandbox environment. Supports file management, Google Cloud Storage integration, and URL-based file transfers for AI-powered multimedia operations.
linear-mcp
A Model Context Protocol server that enables interaction with Linear workspaces to manage issues, projects, cycles, and teams through a GraphQL interface. It provides 21 tools for comprehensive task management, search, and workflow coordination using
Code Context Engine MCP Server
Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.
Google Tasks MCP Server
Integrates with Google Tasks to enable searching, listing, creating, updating, and deleting tasks through MCP tools. It provides a comprehensive interface for managing task lists and individual task details via the Google Tasks API.
Interactive Brokers MCP Server
Connects AI assistants to Interactive Brokers for intelligent portfolio management, options analysis, risk monitoring, and automated trading strategy suggestions. Enables real-time account tracking, Greeks calculations, option chain analysis, and pla
MAGG
🍎 🪟 🐧 ☁️ 🏠 🐍 - Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.
Mcp Dock MCP Server
MCP Server & Config Manager for 14 AI Clients — Cursor, VS Code, Claude Code, Gemini CLI, Windsurf, Zed, TRAE, Kiro, JetBrains & more. 8500+ servers, 4400+ skills.
Mcp Science MCP Server
Open Source MCP Servers for Scientific Research
render-mcp
Interact with Render (https://render.com) and easily deploy your services
Swiggy Mcp Server Manifest MCP Server
MCP server for swiggy mcp server manifest
tokensave
The most comprehensive code intelligence MCP server for AI coding agents. 40+ tools, 30+ languages, 9 agent integrations. Pre-indexed semantic knowledge graphs for instant code understanding — fewer tokens, fewer tool calls, 100% local.
Claude IPC MCP
A Model Context Protocol server that enables AI assistants to communicate with each other using Inter-Process Communication, featuring natural language commands and cross-platform compatibility.
Claude Ipc MCP Server
AI-to-AI communication protocol for Claude, Gemini, and other AI assistants
Financial Modeling Prep MCP Server
Provides AI assistants access to comprehensive financial data including real-time stock quotes, company fundamentals, financial statements, market analysis, economic indicators, and 250+ financial tools across 24 categories from Financial Modeling Pr
Grpc Zig MCP Server
blazigly fast gRPC/MCP client & server implementation in zig
Interactive Brokers MCP Server
Interactive Brokers MCP Server
Overleaf MCP Server
Model Context Protocol (MCP) server that lets AI assistants read Overleaf projects, parse LaTeX document structure, and push section-level edits back via Git. Compatible with Claude Desktop, Cursor, Windsurf, and any MCP client.
Overleafmcp MCP Server
Model Context Protocol (MCP) server that lets AI assistants read Overleaf projects, parse LaTeX document structure, and push section-level edits back via Git. Compatible with Claude Desktop, Cursor, Windsurf, and any MCP client.
1C Mcp Toolkit MCP Server
MCP и REST API сервер для получения метаданных и данных из базы 1С
Canvas MCP Server
Connects Canvas LMS to AI assistants, enabling users to list courses and retrieve assignment details through natural language. It features secure multi-institution support with encrypted token storage and a simplified setup process for students.
Experimental Ext Skills MCP Server
Experimental exploration of skills discovery and distribution through MCP primitives. Maintained by the Skills Over MCP Working Group.
Unitymcp MCP Server
Unity Editor integration with Model Context Protocol (MCP) enabling AI assistants like Claude to interact with Unity projects. Features a TypeScript MCP server and C# Unity plugin with extensible command handler architecture, TCP/IP communication, an
garmin-connect-mcp
An MCP server for Garmin Connect that provides access to fitness activities, health statistics, and sleep data by routing requests through a headless browser to bypass API restrictions. It enables users to query detailed metrics like heart rate zones
Glif
Easily run glif.app AI workflows inside your LLM: image generators, memes, selfies, and more. Glif supports all major multimedia AI models inside one app
Jupyter Notebook MCP Server
🐍 🏠 - connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.
MCP Think Tool
An MCP server implementation of Anthropic's Think Tool prompt engineering technique that enables Claude to break down complex problems and enhance its reasoning capabilities by providing a simple tool that echoes back thoughts.
Webflow
** - Interact with Webflow APIs to list and edit your site and CMS data.
AgenticMail
Real email and SMS for AI agents. Run a local mail server with disposable inboxes — agents send and receive real email, fetch verification codes, and drive a real inbox without going through any third-party email API.
Cloudflare MCP
Enables interaction with the complete Cloudflare API using a codemode pattern that allows agents to search the OpenAPI spec and execute API calls via JavaScript. This approach minimizes token usage by keeping the massive specification on the server a
Complete Intro To MCP Server
The Complete Intro to MCP Servers, as taught for Frontend Masters by Brian Holt
Esankhyiki MCP Server
This repository consists of Source Code for Model Context Protocol (MCP) Pilot Project being undertaken by Ministry of Statistics and Programme Implementation and source code for the same is being shared under MIT License.
Flexible Graphrag MCP Server
Python, LlamaIndex, LangChain, Docker Compose: 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch, Alfresco DBs. 13 data sources (9 auto-sync), KG auto-building, Ontologies, LLMs, Docling or LlamaParse doc processing, GraphRAG, RAG only,
Ig MCP Server
A production-ready Model Context Protocol (MCP) server that enables AI applications to seamlessly interact with Instagram Business accounts.
Instagram MCP Server
An MCP server that integrates with Instagram's Graph API to enable AI-driven management of Instagram Business accounts. It provides tools for fetching profile data, publishing media, analyzing engagement metrics, and managing direct messages.
iPhone MCP Server
Enables iPhone automation through Appium integration, allowing users to control apps, capture screenshots, interact with UI elements, and perform touch operations via natural language commands.
Mcp Probe MCP Server
A Model Context Protocol (MCP) client library and debugging toolkit in Rust. This foundation provides both a production-ready SDK for building MCP integrations and the core architecture for an interactive debugger.
MCP Streamable HTTP Server Template
A dual-runtime template for building Model Context Protocol servers compatible with Node.js and Cloudflare Workers. It features integrated OAuth, encrypted token storage, and multi-tenant session management to simplify the creation of secure tool, re
MCP Workspace Server
🚀 Beyond Filesystem - Complete AI Development Environment - One MCP Server provides full Agent capability stack: web development, code execution, data processing, image generation. No need for multiple tools, configure once. Perfect support for Dify,
N8N2Mcp MCP Server
Convert N8N agent / workflow into MCP servers, you can use it in Claude / Cursor / Super Chain
Plugin MCP Server
JetBrains MCP Server Plugin
Streamable Mcp Server Template MCP Server
Production-ready MCP server template with Streamable HTTP transport. Supports Node.js (Hono) and Cloudflare Workers. Includes OAuth 2.1, multi-tenant sessions, tool/resource/prompt registration, and AES-256-GCM token encryption.
Xcodeproj MCP Server
A Model Context Protocol Server to manipulate *.xcodeproj
AWS MCP Server
A read-only Model Context Protocol server that exposes over 60 AWS tools across services like EC2, S3, and IAM for AI agent interaction. It features multi-region support, resource caching, and audit logging to provide secure, AI-ready access to AWS i
Beyond MCP Server
It's time to push beyond MCP Servers... Right?
Laravel Loop MCP Server
Laravel Loop is a powerful Model Context Protocol (MCP) server designed specifically for Laravel applications. It connects your Laravel application with AI assistants using the MCP protocol.
mcp-shodan
Retrieve comprehensive information about an IP address, including geolocation, open ports, running services, SSL certificates, hostnames, and cloud provider details if available. Returns service banne
opencode-mcp
An MCP server that enables discovery and interaction with multiple OpenCode instances across different machines using SSH reverse tunnels. It provides tools for listing instances, managing chat sessions, and sending messages to remote coding environm
Remarkable MCP Server
MCP server for accessing reMarkable tablet data - sync files, extract text from highlights, and browse your reMarkable cloud
Remote Mcp Functions Dotnet MCP Server
This is a quickstart template to easily build and deploy a custom remote MCP server to the cloud using Azure functions. You can clone/restore/run on your local machine with debugging, and 'azd up' to have it in the cloud in a couple minutes. The MCP
Web Scout MCP Server
A powerful MCP server extension providing web search and content extraction capabilities. Integrates DuckDuckGo search functionality and URL content extraction into your MCP environment, enabling AI assistants to search the web and extract webpage co
Apple Mail MCP Server
Enables AI assistants to interact with Apple Mail through natural language, providing comprehensive email management including reading, searching, composing, organizing, and analyzing emails across all configured accounts. Includes an expert skill sy
apple-notes-mcp
MCP server for Apple Notes - create, search, update, and manage notes via Claude and other AI assistants
AWS Cost Explorer MCP Server
A command-line interface and API that allows users to analyze and visualize AWS cloud spending data by enabling Claude to query AWS Cost Explorer through natural language conversations.
Aws Cost Explorer MCP Server
MCP server for understanding AWS spend
Aws Lambda Mcp Cookbook MCP Server
This repository provides a working, deployable, open source-based, serverless MCP server blueprint with an AWS Lambda function and AWS CDK Python code with all the best practices and a complete CI/CD pipeline.
Btp Sap Odata To MCP Server
BTP CloudFoundry Node.js MCP server for SAP OData services integration
Dart MCP Server
A distributable Model Context Protocol (MCP) server that exposes Dart SDK commands for AI-powered development. This server bridges the gap between AI coding assistants and Dart/Flutter development workflows by implementing the Model Context Protocol
SAP OData to MCP Server
Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by exposing all OData services as dynamic MCP tools. Enables natural language interactions with ERP data for querying, creating, updating, and deleting business entities through
Shield MCP Server
Authentication protocol for use in your routing and model context
teslamate-mcp
🐍 🏠 - A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.
VirusTotal MCP Server
Get a comprehensive URL analysis report including security scan results and key relationships (communicating files, contacted domains/IPs, downloaded files, redirects, threat actors). Returns both the
Kilo Marketplace MCP Server
Kilo Marketplace - A curated collection of Skills, MCP Servers, and Modes for enhancing AI agent capabilities across the Kilo ecosystem—including Kilo Code (VS Code extension), Kilo CLI, and compatible AI agents.
mcp-local-rag
🏠 🐍 - 'primitive' RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.
Think Tool MCP Server
Official implementation of Anthropic's 'think' tool that provides Claude with a dedicated space for structured reasoning, improving performance by up to 54% on complex tasks requiring multi-step problem solving.
Toolathlon Gym MCP Server
Toolathlon-Gym for testing AI agents real-world tool-use capabilities across diverse MCP servers.
LSP MCP Server
Provides code refactoring capabilities for TypeScript/JavaScript and Python through Language Server Protocol integration. Enables renaming symbols, extracting functions, finding references, and moving code between files via natural language commands.
mcp-octagon
A free MCP server to analyze and extract insights from public filings, earnings transcripts, financial metrics, stock market data, private market transactions, and deep web-based research within Claude Desktop and other popular MCP clients.
Mcp Taiwan Legal Db MCP Server
台灣司法院判決 + 全國法規資料庫 MCP server · Query Taiwan legal data from any MCP AI agent
Mysearch Proxy MCP Server
Unified search MCP, proxy console, and skill for Tavily, Firecrawl, and Social / X.
Opensearch Mcp Server Py MCP Server
MCP server for opensearch mcp server py
Oracle MCP Server
Get a list of all tables in the oracle database Args: None
iai-mcp
A local MCP server that gives AI assistants a long-term memory by capturing sessions verbatim and surfacing relevant context automatically.
Ib Mcp MCP Server
This project provides an Interactive Brokers (IB) API interface using the Model Context Protocol (MCP).
Mcp Client MCP Server
An MCP Server that's also an MCP Client. Useful for letting Claude develop and test MCPs without needing to reset the application.
Atomic Red Team MCP Server
MCP server for Atomic Red Team
byob
Lets AI assistants control your real Chrome browser to perform web tasks like reading pages, taking screenshots, clicking, and typing, using your existing logged-in sessions.
Claude Patent Creator MCP Server
USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks, prior art search, diagram generation. GPU-accelerated with skills and aut
Context Sync
An open-source memory layer that provides persistent project context and architectural history for AI development tools across multiple platforms and sessions. It enables AI assistants to maintain a shared understanding of codebases while integrating
crypto-indicators-mcp
🐍 ☁️ - An MCP server providing a range of cryptocurrency technical analysis indicators and strategie.
HubSpot MCP Server
Enables comprehensive HubSpot CRM integration through the Model Context Protocol with 15+ tools for managing contacts, companies, and deals. Supports multiple transport protocols (HTTP, SSE, STDIO) with session management and real-time access to CRM
Mcp Hubspot MCP Server
A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms help overcome HubSpot API limitations while improving response times.
mcp-jenkins
The Model Context Protocol (MCP) Jenkins integration is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This project enables secure, contextual AI interactions with Jenkins tools whi
MiniMax MCP JS
Official MiniMax Model Context Protocol (MCP) JavaScript implementation that provides seamless integration with MiniMax's powerful AI capabilities including image generation, video generation, text-to-speech, and voice cloning APIs.
Sub Agents Directory MCP Server
Sub-Agents Directory is a curated collection of 100+ sub-agent prompts and MCP servers for Claude Code.
WinRemote MCP
The ultimate Windows MCP server for remote desktop control and automation. Control any Windows machine through the Model Context Protocol — perfect for AI agents, Claude Desktop, and OpenClaw integration. Transform your Windows desktop into a powerfu
Augments MCP Server
📇 ☁️ 🏠 - Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current best practices for React, Next.js, Laravel, FastAPI, Tailwind CSS, and more.
Google News MCP Server
📇 ☁️ - Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).
MCP Memory Keeper
Provides persistent context management for Claude AI coding assistants, allowing you to save and restore conversation context, create checkpoints, and organize information across sessions to prevent losing important work history and decisions during
MCP-REPL
A secure JavaScript REPL server that enables executing code snippets in a sandboxed environment with memory protection, timeout handling, and comprehensive error reporting.
MCP Svelte Docs Server
Enables vector similarity search and serving of Svelte documentation via the MCP protocol, with support for local caching and multiple llms.txt documentation formats.
Secure Remote MCP Server
Acts as an AI Gateway for MCP servers using Azure API Management, implementing the latest MCP Authorization specification.
Thunderbird MCP
Provides a Model Context Protocol interface for Mozilla Thunderbird, allowing AI assistants to manage emails, filters, calendars, and contacts. It exposes 24 tools for tasks like searching messages, drafting replies, and organizing folders through a
agent-bridge-mcp
An MCP-only server that launches AI CLI tasks (Claude, Codex, Gemini, Forge, OpenCode) as background subprocesses and manages them via PID for status, output, and lifecycle control.
Claude Code MCP Enhanced
An enhanced Model Context Protocol (MCP) server that allows running Claude Code in one-shot mode with permissions bypassed automatically, featuring advanced task
Fastmail MCP Server
Enables AI assistants to interact with Fastmail services, providing tools for comprehensive email management, contact searching, and calendar event coordination via the JMAP API. It supports advanced features like threaded conversations, attachment h
https://github.com/sammcj/mcp-package-version
📇 🏠 - An MCP Server to help LLMs suggest the latest stable package versions when writing code.
Ida Headless MCP Server
🏎️ 🐍 🏠 🍎 🪟 🐧 - Headless IDA Pro binary analysis via MCP. Multi-session concurrency with Go orchestration and Python workers. Supports Il2CppDumper and Blutter metadata import for Unity and Flutter reverse engineering.
Pare MCP Server
Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.
Remote Mcp Functions Python MCP Server
Getting Started with Remote MCP Servers using Azure Functions (Python)
Visioncraft Mcp Server MCP Server
VisionCraft MCP delivers up-to-date, specialized computer vision and Gen-AI knowledge directly to Claude and other AI assistants.
ffmpeg-mcp
An MCP server that provides 17 FFmpeg-based tools for video and audio processing, including conversion, compression, and editing. It enables AI assistants to perform complex media tasks like extracting audio, adding watermarks, and merging videos usi
FHIR MCP Server
Enables seamless integration with FHIR APIs for healthcare applications, allowing users to search, retrieve, create, update, and analyze clinical information through natural language interactions. Supports SMART-on-FHIR authentication and works with
For Revit Python MCP Server
MCP server for for revit python
joplin-mcp-server
Model Context Protocol server for Joplin notes — Go, official MCP SDK.
Mcp Client And MCP Server
MCP Client and Server demo
Monolith
MCP plugin for Unreal Engine 5.7 — gives AI assistants full read/write access to Blueprints, Materials, Niagara VFX, Animation, Mesh, AI (BT/ST/EQS/SO), GAS, Logic Driver, ComboGraph, UI, Audio (Sound Cues + MetaSounds), and more. 1,226 actions acros
Terraform Registry MCP Server
Enables AI assistants to search and retrieve information about Terraform providers and modules from the public Terraform registry, including detailed documentation, version information, and resource specifications.
Delphi Mcp Server MCP Server
Native Delphi Server implementation of the Model Context Protocol (MCP)
Google Ai Mode MCP Server
MCP server for free Google AI Mode search with citations. Query optimization, CAPTCHA handling, multi-agent support. Works with Claude Code, Cursor, Cline, Windsurf.
Kodit
A Code Indexing MCP Server that connects AI coding assistants to external codebases, providing accurate and up-to-date code snippets to reduce mistakes and hallucinations.
Mcppserver MCP Server
Fast and super efficient Minecraft Server written in C++
Migros MCP Server
MCP server for Migros Switzerland product data - search products, nutrition info, store locations, and promotions
Muppet MCP Server
MCP Servers SDK for TypeScript
Stamp MCP Server
Solid Tumor Associative Modeling in Pathology
Etos Llm Studio MCP Server
A powerful native LLM client for iOS & Apple Watch. Supports OpenAI/Claude/Gemini, featuring local RAG memory, Model Context Protocol (MCP) tools, Siri Shortcuts, and cross-device sync. Built with Swift.
freqtrade-mcp
A read-only MCP server that provides LLMs with introspection data and documentation for the Freqtrade codebase. It enables AI tools to access class signatures, method details, and configuration schemas to assist in writing more reliable trading strat
Intelliconnect MCP Server
本项目为xiaozhi-esp32提供后端服务 | A Powerful AI agent IoT platform core.
JFrog MCP Server
Experimental Model Context Protocol server that enables access to JFrog Platform API capabilities including repository management, build tracking, artifact searching, and package security analysis.
searxng
An MCP server for SearXNG that provides web search capabilities with concise model-visible output while preserving full result payloads in metadata. It supports search, parallel fetching, URL extraction, and research workflows through both local stdi
Alibaba Cloud Observability MCP Server
Provides tools for accessing Alibaba Cloud observability products including SLS (Log Service) and ARMS (Application Real-time Monitoring Service), allowing any MCP-compatible AI assistants to quickly interact with these services.
arbor
Arbor is a local-first, high-performance developer tool designed to bridge the gap between static code analysis and AI-driven development.
AutoDev Codebase MCP Server
A vector embedding-based code semantic search tool with MCP server and multi-model integration. Can be used as a pure CLI tool. Supports Ollama for fully local embedding and reranking, enabling complete offline operation and privacy protection for yo
Autodev Codebase MCP Server
A vector embedding-based code semantic search tool with MCP server and multi-model integration. Can be used as a pure CLI tool. Supports Ollama for fully local embedding and reranking, enabling complete offline operation and privacy protection for yo
Brave Search MCP
An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Image Search, Video Search, News Search and LLM Context Search capabilities
gimp-mcp
MCP server that bridges GIMP 3.0 with natural language commands, enabling conversational image editing through Claude Desktop and other MCP clients. Exposes GIMP's full PyGObject API for AI-powered image manipulation.
godoc-mcp
Provides real-time access to Go package documentation, function signatures, and type definitions directly from pkg.go.dev. It enables LLMs to search for packages, retrieve specific versions, and access code examples from the official Go module ecosys
open-ontologies
🦀 🏠 - AI-native ontology engineering with 39 tools and 5 prompts for OWL/RDF/SPARQL.
Agentup MCP Server
Portable , scalable , secure AI Agents
Apple Events MCP Server
Provides native integration with Apple Reminders and Calendar on macOS, enabling full CRUD operations and smart task management through the Model Context Protocol. It allows users to search, create, and organize reminders and calendar events using na
Apple Events MCP Server
MCP server providing native macOS integration with Apple Reminders and Calendar via EventKit
Fabric Rti MCP Server
MCP server for Fabric Real-Time Intelligence (https://aka.ms/fabricrti) supporting tools for Eventhouse (https://aka.ms/eventhouse), Azure Data Explorer (https://aka.ms/adx, and other RTI services (coming soon)
Livebook Tools MCP Server
Powertools for livebook.dev — AI Code Editing, MCP Servers, and Running Livebooks from the CLI
Remote Mcp Functions MCP Server
Landing page for Remote MCP Server efforts in Azure Functions with links to all language stack specific repos.
Vscode As MCP Server
Expose VSCode features such as file viewing and editing as MCP, enabling advanced AI-assisted coding directly from tools like Claude Desktop
Z-Image Studio
A local text-to-image generation server that enables AI agents to generate images, manage models, and browse history using the Z-Image-Turbo model. It supports hardware acceleration across NVIDIA, Apple Silicon, and AMD GPUs via multiple MCP transpor
Agentboard MCP Server
A switchboard for AI in your browser: wire in any model, script WebMCP tools, connect remote MCP servers, bring your commands.
AlibabaCloud MCP Server
A server that provides access to Alibaba Cloud resources including ECS, VPC, and CloudMonitor through API and OOS implementations, enabling resource management and monitoring via a unified interface.
Dottedsign MCP Server
A DottedSign MCP server that enables AI assistants (Claude, ChatGPT) to manage signing tasks, templates, and document status via natural language.
Healthcare MCP Server
A Model Context Protocol (MCP) server providing AI assistants with access to healthcare data and medical information tools, including FDA drug info, PubMed, medRxiv, NCBI Bookshelf, clinical trials, ICD-10, DICOM metadata, and a medical calculator.
PubMed-MCP-Server
Provides comprehensive access to NCBI's PubMed database of over 36 million biomedical citations, allowing users to search, retrieve, and analyze literature directly through MCP tools. It supports advanced queries, citation management, full-text retri
Skill Manager MCP Server
SkillDock is a skill manager and MCP manager for installing, viewing, updating, and syncing AI skills and MCP servers, with Git-aware updates to track upstream changes and local modifications. SkillDock 是一个用于安装、查看、更新和同步 AI skills 与 MCP servers 的 skil
WordPress MCP Server
Enables AI models like Claude to manage WordPress sites through the WordPress REST API, supporting operations like post creation, taxonomy management, and site configuration. It features secure authentication via Application Passwords and provides to
Academic Paper Search MCP Server
Enables real-time search and retrieval of academic paper information from multiple sources, providing access to paper metadata, abstracts, and full-text content when available, with structured data responses for integration with AI models that suppor
AlibabaCloud DevOps MCP Server
Enables AI assistants to interact with Alibaba Cloud Yunxiao DevOps platform for managing projects, code repositories, work items, pipelines, deployments, and testing workflows through comprehensive organization, development, and delivery tools.
DINO-X Image Detection MCP Server
** - Advanced computer vision and object detection MCP server powered by Dino-X, enabling AI agents to analyze images, detect objects, identify keypoints, and perform visual understanding tasks.
Dino X Mcp MCP Server
Official DINO-X Model Context Protocol (MCP) server that empowers LLMs with real-world visual perception through image object detection, localization, and captioning APIs.
Foxy Contexts MCP Server
Foxy contexts is a library for building context servers supporting Model Context Protocol
LeetCode MCP Server
📇 ☁️ - MCP server enabling automated access to **LeetCode**'s programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both 'leetcode.com' (global) and 'leetcode.cn
Mcp Oura MCP Server
MCP server for Oura API integration
MCP Prompts Server
Enables creation, management, and templating of prompts through a simplified SOLID architecture, allowing users to organize prompts by category and fill in templates at runtime.
Modex MCP Server
Modex is a Clojure MCP Library to augment your AI models with Tools, Resources & Prompts using Clojure (Model Context Protocol). Implements MCP Server & Client.
One Search MCP Server
🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser, SearXNG, Tavily, DuckDuckGo, Bing, etc.
OneSearch MCP Server
A Model Context Protocol server that enables web search, scraping, crawling, and content extraction through multiple engines including SearXNG, Firecrawl, and Tavily.
Payload CMS MCP Server
Enables AI assistants to interact with Payload CMS instances through authenticated REST API operations. Supports creating, searching, and updating documents in collections with automatic JWT authentication and localization support.
Generative Ui Playground MCP Server
Interact with all three types of generative UI, all in one interface
LangSmith MCP Server
Enables language models to access LangSmith observability platform features including fetching conversation history, managing prompts, retrieving traces and runs, working with datasets and examples, and analyzing experiments.
Sourcerer MCP
An MCP server for semantic code search & navigation that helps AI agents work efficiently without burning through costly tokens. Instead of reading entire files, agents can search conceptually and jump directly to the specific functions, classes, and
Sourcerer MCP Server
MCP for semantic code search & navigation that reduces token waste
spring-ai-playground
Safe local execution layer for AI agent tools. Build, validate, and publish MCP tools with a no-pass-no-run workflow — cross-platform desktop app powered by Spring AI.
Alibabacloud Devops MCP Server
Yunxiao MCP Server provides AI assistants with the ability to interact with the Yunxiao platform. It provides a set of tools that interact with Yunxiao's API, allowing AI assistants to manage Codeup repository, Project, Pipeline, Packages etc.
Hetzner Cloud MCP Server
** - A Model Context Protocol (MCP) server for interacting with the Hetzner Cloud API. This server allows language models to manage Hetzner Cloud resources through structured functions.
JavaSinkTracer MCP
Enables AI-powered Java source code vulnerability auditing through function-level taint analysis. Performs reverse tracking from dangerous functions to external entry points to automatically discover potential security vulnerability chains.
Langsmith MCP Server
Enables language models to access LangSmith observability platform features including fetching conversation history, managing prompts, retrieving traces and runs, working with datasets and examples, and analyzing experiments.
plex-mcp
Lets MCP clients browse and search your Plex media libraries.
Smart Image Generator
Enables AI assistants to generate and edit images using Google's Gemini 2.5 Flash Image API with intelligent prompt enhancement. Supports text-to-image generation, image editing with natural language instructions, and advanced features like character
Wanaku MCP Server
The Wanaku MCP Router stands between autonomous AI agents and your enterprise systems. Wanaku leverages proven integration technology, like Apache Camel, to set up and manage hundreds or thousands of integrations.
Wanaku MCP Server
Wanaku MCP Router
Xiaohongshu MCP Python
xiaohongshu-mcp-python 是一个基于现代 Python 技术栈开发的小红书内容自动化发布工具，通过 Model Context Protocol（MCP）协议为 AI 客户端提供强大的小红书操作能力。项目核心功能包括小红书账户登录管理、图文内容发布、视频内容发布、内容搜索与获取、帖子详情查看以及评论互动等。支持多种图片格式（JPG、PNG、GIF）和视频格式（MP4、MOV、AVI），既可处理本地文件路径，也支持 HTTP/HTTPS 链接，为用户提供灵活的内容发布方案。 该
Awesome Mcp Enterprise MCP Server
A curated list of awesome MCP (Model Context Protocol) tools, platforms, and services for enterprises.
Fabric-Analytics-MCP
The Fabric-Analytics-MCP server enables AI agents to interact directly with Microsoft Fabric using natural language. It transforms complex data engineering tasks—such as workspace management, data exploration, and job execution—into intuitive, conver
Fieldflow MCP Server
MCP server for fieldflow
Power BI MCP Server
Enables AI assistants to programmatically manage Power BI workspaces, reports, and dashboards while executing DAX queries and triggering dataset refreshes. It supports secure OAuth2 authentication for operations like report exporting, workspace manag
A2A Mcp Tutorial MCP Server
A tutorial on how to use Model Context Protocol by Anthropic and Agent2Agent Protocol by Google
Mcp Hosted MCP Server
Salesforce Hosted MCP Servers
Mcp Image MCP Server
MCP server for AI image generation and editing with automatic prompt optimization and quality presets. Powered by Gemini (Nano Banana 2 & Pro), with optional OpenAI GPT Image support.
mcp-reticle
Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM and MCP servers in real-time, with zero latency overhead. Stop debugging blind. Start seeing everything.
MCP Windows Desktop Automation
A Model Context Protocol server that wraps AutoIt functionality, enabling LLMs to automate Windows desktop tasks including mouse/keyboard operations, window management, and UI control interactions.
MCP2Lambda
Enables AI models to interact with AWS Lambda functions via the MCP protocol, allowing access to private resources, real-time data, and custom computation in a secure environment.
PlayCanvas Editor MCP Server
An MCP Server that enables LLMs to build real-time 3D web applications in the PlayCanvas Editor.
Sandbox MCP
Production-ready MCP server for secure Python code execution with artifact capture, virtual environment support, and LM Studio integration.
Snippy MCP Server
🧩 Build AI-powered MCP Tools with Azure Functions, Durable Agents & Cosmos vector search. Features orchestrated multi-agent workflows using OpenAI.
Uxc MCP Server
A unified CLI for discovering and invoking tools across OpenAPI, MCP, GraphQL, gRPC, and JSON-RPC
Alicization Town MCP Server
**⚔️ Alicization Town** is a decentralized, multi-agent pixel sandbox world powered by the **Model Context Protocol (MCP)**. **⚔️ Alicization Town** 是一个基于 **MCP (Model Context Protocol)** 架构的去中心化多智能体像素沙盒世界。
Ask User Questions MCP Server
Better 'AskUserQuestion' - A lightweight MCP server/OpenCode plugin/Agent Skills + CLI interface which allows parallel AI agents ask questions to you. Be the human in the human-in-the-loop!
Csharp Runner MCP Server
fast, secure c# runner
Socket MCP Server
A Model Context Protocol (MCP) server for Socket integration, allowing AI assistants to efficiently check dependency vulnerability scores and security information.
YNAB MCP Server
Enables AI assistants to help manage your You Need A Budget (YNAB) finances through comprehensive budget operations. Supports account management, transaction handling, category budgeting, split transactions, scheduled payments, and spending analytics
auth0-mcp-server
Connect LLMs and AI agents to Auth0 Management APIs via an MCP server. Use natural-language commands to create apps, deploy Actions, and query logs—runs locally and supports interactive tenant authentication for secure Auth0 administration from AI to
Mcpm MCP Server
A command-line tool for managing MCP servers in Claude App. Also can run a MCP Server to help you manage all your MCP Servers
roundtable-mcp
Enables Claude to orchestrate multi-model AI roundtable discussions between GPT-4o, Gemini, Grok, and DeepSeek through independent responses and cross-critique rounds. It supports various discussion presets such as debate, brainstorm, and consensus t
Amap MCP Server
高德地图MCP Server，支持stdio, sse和streamable-http
Asta Skill MCP Server
Pure instruction-pack skill wrapping Ai2's Asta MCP server (Semantic Scholar). Intent-to-tool routing, safe defaults, multi-agent.
Awesome Context Engineering MCP Server
A curated list of awesome open-source libraries for context engineering (Long-term memory, MCP: Model Context Protocol, Prompt/RAG Compression, Multi-Agent)
Embody
MCP server embedded in TouchDesigner with 45 tools for creating operators, setting parameters, wiring connections, managing externalizations, and building real-time visual projects through natural conversation.
Github Stars MCP Server
A Cloudflare-powered MCP (Model Context Protocol) Server that allows you to search and query your GitHub starred repositories using natural language.
mcp-baostock-server
🐍 ☁️ - MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.
mcp-trino
A high-performance Model Context Protocol (MCP) server for Trino implemented in Go.
MCP Unified Server
A modular server implementation for Claude AI assistants with integrated tools, enabling Claude to perform actions and access external resources like file systems, web searches, browser automation, financial data, and document generation.
Minesweeper MCP Server
Enables MCP client agents to play the classic Minesweeper game by connecting to a separate Minesweeper game server. Provides tools for starting games, revealing cells, and placing flags through natural language interactions.
Zed Mcp Server Context7 MCP Server
Context7 MCP Server for Zed
CLI for Microsoft 365 MCP Server
An MCP server that enables running CLI for Microsoft 365 commands through GitHub Copilot Agent, allowing users to interact with Microsoft 365 services using natural language.
Dataverse Skills MCP Server
Microsoft Dataverse skills for AI coding agents. Wraps the Dataverse MCP server, Dataverse CLI, Python SDK, and PAC CLI behind specialist skills for building, querying, deploying, and administering Dataverse environments.
Flowlens MCP Server
FlowLens is an open-source MCP server that gives your coding agent (Claude Code, Cursor, Copilot, Codex) full browser context for in-depth debugging and regression testing.
Langgraph Ai MCP Server
LangGraph AI Repository
Mcp Screenshot Website Fast MCP Server
Quickly screenshots webpages and converts to an LLM friendly size
mcp-sqlite
Enables AI agents to query and explore SQLite databases through schema inspection, arbitrary SQL execution, and predefined canned queries. Compatible with Datasette metadata for enriching database structure with descriptions.
Screenshot Website Fast
📇 🏠 - Fast screenshot capture tool optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks for optimal AI processing with configurable viewports and wait strategies for dynamic content.
Vectorize
☁️ 📇 - [Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
cesium-mcp
📇 🏠 🍎 🪟 🐧 - AI-powered 3D globe control via MCP. Connect any MCP-compatible AI agent to Ces
Deep Code Reasoning MCP Server
Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis
HTTP OAuth MCP Server
A reference implementation for creating an MCP server supporting Streamable HTTP & SSE Transports with OAuth authorization, allowing developers to build OAuth-authorized MCP servers with minimal configuration.
Joern MCP Server
Enables AI assistants to perform sophisticated static code analysis using Joern's Code Property Graph technology. Supports multi-language analysis, security vulnerability detection, and code quality assessment through isolated Docker environments.
Miro Ai MCP Server
Official Miro AI developer tools and integrations. Includes MCP server configuration, Claude Code skills, and resources for building AI-powered experiences with Miro boards.
Model Context Protocol Mcp Hands On With Agentic Ai 2034200 MCP Server
This is a code repository for the LinkedIn Learning course Model Context Protocol (MCP): Hands-On with Agentic AI [ASI] [TEXT] [MODELS]
ogham-mcp
Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring, and 16-language temporal extraction. 97.2% Recall@10 on LongMemEval with one PostgreSQL query. Works across Claude Code, Cursor, Codex, O
Openfinclaw Cli MCP Server
One-stop quant-trading AI agent — research · strategy · backtest · paper trade from one prompt. Works in Claude Code, Cursor, and 20+ AI agents via MCP. 60-second install with auto Skill registration.
Pipecat MCP Server
Pipecat MCP server for your AI agents
Schedcp MCP Server
MCP Server for Linux Scheduler Management and Auto optimization
sqlite-explorer-fastmcp-mcp-server
🐍 🏠 - An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features
Toolsformcpserver MCP Server
The Gemini CLI confirmed that the MCP server built with Google Apps Script (GAS), a low-code platform, offers immense possibilities. If you've created snippets for GAS, these could be revitalized and/or leveraged in new ways by using them as the MCP
Aai Gateway MCP Server
AAI Gateway — Install MCP servers and skills once, share across all your AI agents. One-time setup, 90% less context overhead. The unified gateway for AI agent tooling.
Codebadger MCP Server
A containerized Model Context Protocol (MCP) server providing static code analysis using Joern's Code Property Graph (CPG) with support for Java, C/C++, JavaScript, Python, Go, Kotlin, C#, Ghidra, Jimple, PHP, Ruby, and Swift.
Heimdall
Heimdall is a lightweight service to manage local MCP Servers and can be installed with a single npx command. Specific MCP server tools can be authorized for your MCP clients, and the same config is accessible to all MCP clients on your device.
memory-mcp
MCP server for Ragionex Memory - persistent semantic memory for AI agents. Works in Claude Code, Claude Desktop, Codex, ChatGPT (Apps SDK), Cursor, Cline, and 500+ MCP clients. Save in one tool, recall in another. Project-scoped, cross-session, agent
Open Browser Use MCP Server
🔮 Platform-neutral Browser Use for AI agents: real Chrome automation with a CLI + SDKs, no lock-in, dead simple.
Proxypin MCP Server
自动化流量分析 mcp 工具
splunk-mcp
A FastMCP-based tool for interacting with Splunk Enterprise/Cloud through natural language. This tool provides a set of capabilities for searching Splunk data, managing KV stores, and accessing Splunk resources
Zabbix MCP Server
Exposes the complete Zabbix API to MCP-compatible AI assistants, enabling natural language management of hosts, problems, and templates across multiple instances. It provides 220 tools for comprehensive monitoring and configuration with support for r
Awesome Oceanbase MCP Server
MCP Server for OceanBase database and its tools
DeepL MCP Server
Enables translation and text rephrasing using DeepL's API through a cloud-deployed MCP server. Provides translation between multiple languages, text rephrasing, and language detection capabilities with professional deployment features.
Gemini Desktop MCP Server
The MCP Gemini Electron App is a cross-platform desktop application that creates a seamless chat interface for Google's Gemini AI models with extensible capabilities through a Model Context Protocol (MCP) framework.
Native Devtools MCP Server
MCP server for computer use & browser automation - screenshot, OCR, click, type, find_text, Chrome/Electron CDP, template matching. macOS, Windows & Android. Works with Claude, Cursor, and any MCP client.
Ruby Mcp Client MCP Server
This is a Ruby implementation of MCP (Model Context Protocol) client
Smileycoin MCP Server
simple web ui to manage mcp (model context protocol) servers in the claude app
Synology MCP Server
💾 Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage files, downloads, and system operations through secure API integration. Features Docker deployment, auto-authentication, and comprehen
All-in-One Dev
🏎️ 🏠 - Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab
All In One Model Context Protocol MCP Server
🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows
Mcp Client Nodejs MCP Server
Node.js Client Implementation for Model Context Protocol (MCP)
MCP Server Box
A Python server that enables interaction with Box files and folders through the Box API, allowing operations like file search, text extraction, and AI-based querying and data extraction.
MCP Toolbox
A comprehensive toolkit that enhances LLM capabilities through the Model Context Protocol, allowing LLMs to interact with external services including command-line operations, file management, Figma integration, and audio processing.
systemprompt-mcp-server
A production-ready Model Context Protocol server that integrates with Reddit, demonstrating complete MCP specification with OAuth 2.1, sampling, elicitation, structured data validation, and real-time notifications.
awsome_kali_MCPServers
A collection of MCP servers for Kali Linux that empower AI Agents in reverse engineering and security testing, providing network analysis, target sniffing, traffic analysis, binary understanding, and automation capabilities.
crw-mcp
Fast, lightweight Firecrawl alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/v1/scrape, /v1/crawl, /v1/search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benc
Gsap Master MCP Server
MCP server for gsap master
Lapras MCP Server
lapras.com 公式MCP Server
parallel-browser-mcp
parallel-browser-mcp is an MCP server for parallel browser automation. It exposes a numeric session model over MCP so one client can create and control multiple browser sessions at the same time across multiple browser providers.
Sample Agentic Ai Demos MCP Server
Collection of examples of how to use Model Context Protocol with AWS.
Searxncrawl MCP Server
MCP Server and CLI Tools for searxing and fetching websites
Synology MCP Server
💾 Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage files, downloads, and system operations through secure API integration. Features Docker deployment, auto-authentication, and comprehen
Cve Search Mcp MCP Server
A Model Context Protocol (MCP) server for querying the CVE-Search API
cve-search_mcp
🐍 🏠 - A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.
Lastsaas MCP Server
SaaS boilerplate/starter-kit in Go+React with Stripe integration, multi-tenant support, comprehensive features and AI-agent ready
Pywss MCP Server
一个轻量级的 Python Web 框架，一站式集成 MCP SSE、StreamHTTP 和 MCPO 协议，助你轻松构建MCP Server🔥
Reaper MCP Server
A Model Context Protocol server that exposes REAPER digital audio workstation functionality through a clean API interface, enabling programmatic control of 169+ REAPER operations across track management, MIDI editing, effects, automation and more.
reddit-mcp-server
An MCP server that provides both read-only and authenticated access to Reddit content and interactions without requiring a developer API key. It enables users to browse posts, search subreddits, and perform write actions like commenting and voting by
Square Model Context Protocol Server
Enables AI assistants to interact with Square's Connect API through the Model Context Protocol standard, allowing for operations like managing customers, processing payments, and handling inventory.
Teams MCP
A Model Context Protocol server that provides AI assistants with access to Microsoft Teams, enabling interaction with teams, channels, chats, and organizational data through Microsoft Graph APIs.
Us Gov Open Data MCP Server
MCP server + TypeScript SDK for 40+ U.S. government data APIs — 250+ tools. Treasury, FRED, Congress, FDA, CDC, FEC, lobbying, and many more. Works with VS Code Copilot, Claude Desktop, Cursor.
US Government Open Data MCP
MCP server + TypeScript SDK for 40+ U.S. government data APIs — 250+ tools. Treasury, FRED, Congress, FDA, CDC, FEC, lobbying, and many more. Works with VS Code Copilot, Claude Desktop, Cursor.
Blender Open MCP
A server that integrates Blender with local AI models via the Model Context Protocol, allowing users to control Blender using natural language prompts for 3D modeling tasks.
Discogs MCP Server
Enables interactions with the Discogs API for music catalog operations and search functionality, allowing users to manage their Discogs collections through natural language.
Mcd MCP Server
McDonald's China MCP Server Integration Guide
Mcp Graphiti MCP Server
Graphiti Model Context Protocol (MCP) Server - An MCP server for knowledge graph management via Graphiti
MCP Python Interpreter
A Model Context Protocol server that allows LLMs to interact with Python environments, enabling code execution, file operations, package management, and development workflows.
Ombre Brain MCP Server
For Claude.
Searxng Mul MCP Server
A Model Context Protocol (MCP) server for SearXNG search engine with multi-query parallel search support
Terminal Controller for MCP
A Model Context Protocol (MCP) server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface.
Turbular MCP Server
A MCP server allowing LLM agents to easily connect and retrieve data from any database
Vibe Coder MCP
An MCP server that supercharges AI assistants with powerful tools for software development, enabling research, planning, code generation, and project scaffolding through natural language interaction.
Wechat MCP Server
Model Context Protocol for WeChat
Ahrefs MCP Server
A Model Context Protocol server that connects Claude desktop and other compatible AI assistants to Ahrefs, allowing them to access Ahrefs functionality.
Canvas MCP Server V2.0
A Model Context Protocol server that enables interaction with the Canvas Learning Management System API, allowing users to manage courses, assignments, enrollments, and grades within Canvas.
Claude Zeroclaw MCP Server
Claude-Zeroclaw — claude zeroclaw keyword code research. Open-source tool for automation and enhancement.
Devonthink MCP Server
MCP server for devonthink
Mcp Canvas Lms MCP Server
Version 2.2 - 54 tools available - an MCP server for interacting with the Canvas LMS API. This server allows you to manage courses, assignments, enrollments, and grades within Canvas.
Next.js MCP Server
Enables AI assistants to automate Next.js development including project scaffolding, React component generation, API route creation, and full-stack application workflows with TypeScript and Tailwind CSS support.
Pinescript MCP Server
A Model Context Protocol (MCP) server for working with TradingView PineScript
shellward
📇 🏠 🍎 🪟 🐧 - AI Agent Security Middleware & MCP Server with 8-layer defense including prompt in
Shortcut MCP Server
A Model Context Protocol server that enables interaction with Shortcut (formerly Clubhouse) project management tool, allowing users to view and search projects, stories, epics, and objectives, as well as create new items through natural language.
Travel Planner MCP Server
Provides weather-aware travel planning tools that fetch 3-day forecasts and generate structured itineraries using a multi-agent orchestration system. It exposes specialized agents for weather data and trip planning to any MCP-compliant client.
zendesk-mcp-server
Enables reading and writing Zendesk tickets, including searching, fetching comments, posting replies and internal notes, setting ticket status, assigning tickets, logging time, and formatting tickets as Markdown issue drafts for handoff to GitLab, Gi
Comfyui Animatool MCP Server
AI Tool Use API for Anima anime/illustration image generation. Supports MCP Server, HTTP API, and CLI.
IDA Pro MCP Server
A Model Context Protocol (MCP) server that enables AI assistants to interact with IDA Pro for reverse engineering and binary analysis tasks.
MasterMCP
A demonstration toolkit revealing potential security vulnerabilities in MCP (Model Context Protocol) frameworks through data poisoning, JSON injection, function overriding, and cross-MCP call attacks, exposing AI security issues while providing defen
Mcp Kit MCP Server
A CLI tool to create MCP (Model Context Protocol) applications with ease.
Mcp Server Wechat MCP Server
基于MCP技术，操作微信发送消息和获取历史记录
MCP TypeScript SDK
A toolkit for building Model Context Protocol servers and clients that provide standardized context for LLMs, allowing applications to expose resources, tools, and prompts through stdio or Streamable HTTP transports.
mcp-vegalite-server
A Model Context Protocol (MCP) server implementation that provides the LLM an interface for visualizing data using Vega-Lite syntax.
QGIS MCP
An MCP server that enables AI assistants to directly control QGIS for tasks like layer management, feature editing, and map rendering. It provides a suite of 50 tools to execute processing algorithms and manage GIS projects through natural language c
Claude Os MCP Server
A concise Claude reference bundle for developers, covering commands, MCP servers, plugins, tools, workflows, and agent frameworks in one place. Designed for fast discovery and practical integration.
Ext Auth MCP Server
Extensions to authorization
Gospy MCP Server
Non-Invasive goroutine inspector
Itsyconnect Macos MCP Server
Better App Store Connect
Octopus Deploy MCP Server
Enables AI assistants to inspect, query, and diagnose problems within Octopus Deploy instances. Provides read-only access to deployments, releases, projects, environments, and other DevOps resources to transform AI into your ultimate DevOps wingmate.
Photon MCP Server
Define intent once. Photon turns a single TypeScript file into CLI tools, MCP servers, and web interfaces.
tauri-plugin-mcp
Enables AI assistants to automate and test Tauri desktop applications through the Model Context Protocol. It provides tools for app management, UI interaction, and state inspection across multiple platforms without requiring CDP dependencies.
DICOM MCP Server
Enables AI assistants to query, read, download, and move medical imaging data on DICOM servers (PACS, VNA) including patient searches, study retrieval, PDF report extraction, and image transfer to AI endpoints for analysis.
Fusion 360 MCP Server
A Model Context Protocol server that enables Cline to translate natural language prompts into Fusion 360 CAD operations by mapping commands to Fusion's API and generating executable Python scripts.
mcp-rest-api
A TypeScript-based MCP server that enables testing of REST APIs through Cline. This tool allows you to test and interact with any REST API endpoints directly from your development environment.
mem0 Memory System
A flexible memory system for AI applications that supports multiple LLM providers and can be used either as an MCP server or as a direct library integration, enabling autonomous memory management without explicit commands.
OpenTofu MCP Server
A Model Context Protocol server that allows AI assistants to search for and retrieve information about OpenTofu providers, modules, resources, and data sources from the OpenTofu Registry.
Oxylabs MCP Server
A scraper tool that leverages the Oxylabs Web Scraper API to fetch and process web content with flexible options for parsing and rendering pages, enabling efficient content extraction from complex websites.
Oxylabs MCP Server
Official Oxylabs MCP integration
Replicate MCP Server
Enables users to access and manage Replicate's AI models and predictions via the Model Context Protocol, offering tools for creating, canceling, and retrieving model predictions and parameters.
Federal Reserve Economic Data (FRED) MCP Server
Provides access to over 800,000 economic time series from the Federal Reserve, allowing users to browse, search, and retrieve data for indicators like GDP and unemployment. It supports custom date ranges and data transformations such as percentage ch
Mcp Snitch MCP Server
MCP Snitch is a macOS application that intercepts and monitors MCP server communications, providing security analysis, access control, and audit logging for AI tool usage.
mediawiki-mcp-server
🏎️ ☁️ 🏠 🍎 🪟 🐧 - Connect to any MediaWiki wiki (Wikipedia, Fandom, corporate wikis). 33+ tools for search, read, edit, link analysis, revision history, and Markdown conversion. Supports stdio and HTTP transport.
Mureka MCP Server
Enables interaction with Mureka's AI music generation APIs to create lyrics, songs, and background music through MCP clients like Claude Desktop and OpenAI Agents.
Tradingview Chart MCP
MCP server that captures TradingView chart images via Selenium — supports any ticker/interval with browser pooling for concurrent performance
TWSE MCP Server
Provides real-time access to Taiwan Stock Exchange market data, financial reports, and trading analytics. It enables users to query stock prices, market indices, and corporate profitability metrics through natural language.
Energyplus Mcp MCP Server
The first open-source Model Context Protocol server enabling AI assistants and applications to interact programmatically with EnergyPlus building energy simulation.
Identity MCP Server
AGNTCY Identity allows to onboard, create and verify identities for Agents, Model Context Protocol (MCP) Servers and Multi-Agent Systems (MASs).
Infobus MCP Server
Model Context Protocol server enabling AI assistants to access transit information through standardized interfaces
Junos MCP Server
Enables LLM interactions with Juniper Junos network devices, allowing natural language access to device configuration, monitoring, and management operations through secure SSH connections.
Junos MCP Server
This is a Junos Model Context Protocol (MCP) Server project that provides a bridge between MCP-compatible clients (like Claude Desktop) and Juniper Junos network devices.
medical-mcp
📇 🏠 - An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug interactions, and clinical guidelines.
Mirroir MCP Server
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type — from any MCP client.
Perplexity Mcp Zerver MCP Server
MCP web search using perplexity without any API KEYS
Tsgram MCP Server
TSGram - Telegram MCP Server for local Claude Code integration - debug and vibe code on the go!
Android Source Explorer MCP Server
Provides on-demand access to AOSP and Jetpack source code to help AI understand Android framework internals. It features a hybrid architecture using Tree-sitter and LSP for precise code extraction, cross-file navigation, and local source indexing.
Autogenesis MCP Server
AutoGenesis is an AI-powered automated testing framework based on Model Context Protocol (MCP), supporting multiple platforms including desktop applications (Windows/macOS) and mobile applications (iOS/Android).
hostinger-api-mcp
The Hostinger MCP server enables seamless integration of Hostinger’s API with AI tools. This server exposes Hostinger API endpoints as callable tools, allowing AI models to fetch live data or perform real-time actions on hosting infrastructure.
Memory Mcp Server Go MCP Server
A Model Context Protocol server that provides knowledge graph management capabilities.
P4Mcp MCP Server
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
Twsemcpserver MCP Server
台灣證交所OpenAPI 的 MCP Server 同時整合部分即時報價和櫃檯買賣中心TPEx OpenAPI, 臺灣期貨交易所TAIFEX OpenAPI
Advanced Unity MCP
A bridge that enables controlling Unity Editor through natural language commands via AI assistants, allowing users to create materials, build projects, manage scenes, and configure settings without manual interaction.
And Client MCP Server
mcp server and client using mcp python sdk. same project as https://www.youtube.com/watch?v=ZoZxQwp1PiM&t=3070s
Android Source Explorer MCP Server
MCP server for exploring AOSP internals and Jetpack libraries
database-mcp
A server that helps people access and query data in databases using the Query Runner with integration of the Model Context Protocol (MCP) Python SDK. Support databases including PostgreSQL Redshift MySQL Microsoft SQL Server Google APIs Amazon Web Se
Embedded Debugger MCP Server
🦀 📟 - A Model Context Protocol server for embedded debugging with probe-rs - supports ARM Cortex-M, RISC-V debugging via J-Link, ST-Link, and more
erpnext-server
This is a TypeScript-based MCP server that provides integration with ERPNext/Frappe API. It enables AI assistants to interact with ERPNext data and functionality through the Model Context Protocol.
Lazy MCP Server
MCP proxy server with lazy loading support - reduces context usage through on-demand tool activation
Molecule MCP Server
A model-context-protocol server for molecules.
X Twitter Scraper
Real-time X (Twitter) data platform with 2 MCP tools covering 120+ REST API endpoints. Search tweets, look up users, get timelines, extract followers/likes/retweets in bulk, monitor accounts, run giveaway draws, and perform write actions (tweet, like
Apifox MCP Server
Enables AI assistants to fetch and understand API endpoint definitions from Apifox projects in real-time. Supports retrieving complete API specifications including request methods, parameters, headers, and response schemas to improve development effi
BloodHound MCP Server
Enables security professionals to query and analyze Active Directory attack paths from BloodHound Community Edition data using natural language through Claude Desktop's Model Context Protocol interface.
EDA Tools MCP Server
A comprehensive Model Context Protocol server that connects AI assistants to Electronic Design Automation tools, enabling Verilog synthesis, simulation, ASIC design flows, and waveform analysis through natural language interaction.
Houtini-lm
MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras.
InfraNodus MCP Server
Enables advanced text network analysis and knowledge graph generation using graph theory algorithms to identify topics, detect content gaps, and extract structured insights from unstructured text.
JSON MCP Server
A Model Context Protocol server implementation that enables LLMs to query and manipulate JSON data using JSONPath syntax with extended operations for filtering, sorting, transforming, and aggregating data.
mcp-wechat-server
A WeChat robot server based on the Model Context Protocol that enables AI agents to send and receive messages and manage typing status. It provides tools for QR code login, long-polling message retrieval, and persistent state management across variou
MCPGen
Generates safe-by-default MCP servers from OpenAPI specs, exposing only low-risk GET tools and blocking write operations.
NCP - Natural Context Provider
Unified MCP orchestration layer that consolidates multiple MCPs into a single interface with semantic tool discovery, code-mode execution, scheduling, and intelligent caching to reduce token usage by 97% and eliminate choice paralysis.
Ncp MCP Server
Natural Context Provider (NCP). Your MCPs, supercharged. Find any tool instantly, load on demand, run on schedule, ready for any client. Smart loading saves tokens and energy.
Office Editor MCP Server
基于MCP(Model Context Protocol)的Office文档处理助手，支持在MCP Client中创建和编辑Word、Excel、Powerpoint文档。
RivalSearchMCP
Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity profiles, conflict detection, document analysis. No API keys. No in-server LLM. Structured outputs for agent chai
Sci-Hub MCP Server
Enables AI assistants to search for academic papers by DOI, title, or keywords and download full-text PDFs from Sci-Hub. It provides a programmatic interface for accessing metadata and scientific literature through the Model Context Protocol.
Wmux MCP Server
Windows tmux alternative for AI agents — split terminals for Claude Code, Codex, Gemini CLI with MCP browser automation. No WSL required.
WooCommerce MCP Server
WooCommerce MCP Server enables interaction with WooCommerce stores through the WordPress REST API. It provides comprehensive tools for managing all aspects of products, orders, customers, shipping, taxes, discounts, and store configuration using JSON
Academia MCP
Enables searching, fetching, and analyzing scientific papers from ArXiv, ACL Anthology, Semantic Scholar, and Hugging Face datasets, with optional LLM-powered document QA and research proposal workflows.
And Gw MCP Server
An MCP stdio to HTTP SSE transport gateway with example server and MCP client
ClaudeX
Persistent memory + FTS5 full-text search for Claude Code conversation history. Indexes ~/.claude/projects/ JSONL into SQLite, exposes 10 MCP tools (store/recall/search memories, browse sessions, get summaries) plus prompts. Includes a web UI for vis
crawl4ai-mcp
🕷️ A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI web scraping and crawling capabilities as tools for AI agents. Similar to Firecrawl's API but self-hosted and free. Perfect for integrating web scraping into your AI workflows
Django Ai Boost MCP Server
A MCP server for Django applications, inspired by Laravel Boost.
Furi MCP Server
CLI & API for MCP management
Furikake
A local CLI & API for MCP management that allows users to download, install, manage, and interact with MCPs from GitHub, featuring process state management, port allocation, and HTTP API routes.
GitLab MR MCP
Enables AI agents to interact with GitLab repositories, allowing them to manage merge requests and issues including listing projects, fetching MR details and diffs, adding comments, and updating MR titles and descriptions.
Gitlab Mr MCP Server
Interact seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease.
langfuse-mcp
MCP server for Langfuse observability. Query traces, debug exceptions, analyze sessions, and manage prompts and datasets for your LLM applications.
mcp-github-project-manager
Provides comprehensive tools for managing GitHub projects, milestones, tasks, and sprints. This server integrates deeply with GitHub Projects V2, offering features like automated kanban workflows, sprint planning, and custom field management.
Mcp4Eda MCP Server
This is the Github Repo for the paper: MCP4EDA: LLM-Powered Model Context Protocol RTL-to-GDSII Automation with Backend Aware Synthesis Optimization. MCP server for a collection of open-source EDA tools
Ols4 MCP Server
The EMBL-EBI Ontology Lookup Service (OLS)
Pepper MCP Server
iOS dynamic library MCP for agents
WeCom Bot MCP Server
A Python server implementation for WeCom (WeChat Work) bot that follows the Model Context Protocol (MCP). This server provides a standardized interface for handling automated messaging and context-aware interactions within enterprise WeChat environme
Basecamp MCP Server
Enables LLMs to interact with Basecamp projects, managing messages, todos, comments, people, and kanban boards through natural language. Supports comprehensive Basecamp operations including creating, reading, updating content with flexible output for
NASA MCP Server
Provides standardized access to 20+ NASA data sources including astronomy pictures, Mars rover photos, near-Earth objects, satellite imagery, space weather, and planetary data through a unified interface optimized for AI consumption.
Vera MCP Server
Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, runs entirely offline, and returns structured results with file paths, line ranges, and symbol metadata. Built in Rust.
Vertex AI MCP Server
Implementation of Model Context Protocol (MCP) server that provides tools for accessing Google Cloud's Vertex AI Gemini models, supporting features like web search grounding and direct knowledge answering for coding assistance and general queries.
Aivectormemory MCP Server
aivectormemory 是一款基于 Model Context Protocol (MCP) 开发的OpenClaw、OpenCode、ClaudeCodeAI记忆管理工具。它专门为 Claude、OpenCode、Cursor 和 主流IDE 编程工具设计，通过向量数据库技术解决 AI 在不同对话会话中「健忘」的问题。aivectormemory: A lightweight MCP Server enabling persistent, cross-session memory for
CODESYS MCP Toolkit
A Model Context Protocol server that enables seamless interaction between MCP clients (like Claude Desktop) and CODESYS V3 programming environments, allowing automation of project management, POU creation, code editing, and compilation tasks.
Gdai Mcp Plugin Godot MCP Server
A MCP server integration for Godot Engine that allows Claude, Cursor, Windsurf, VSCode, etc to perform actions like creating scenes, resources, scripts, reading errors and much more.
granola-mcp
Enables semantic search and insight extraction across Granola meeting notes, categorizing content into themes like pain points and decisions. It provides AI assistants with tools to query meeting transcripts, summaries, and speaker-attributed quotes
Line Desktop MCP Server
透過 MCP（Model Context Protocol），使 AI 工具能夠與 LINE Desktop 整合，並執行訊息的讀取與發送操作。Through the MCP (Model Context Protocol), AI tools can be integrated with LINE Desktop to perform message reading and sending operations.
Rtfmbro MCP Server
rtfmbro provides always-up-to-date, version-specific package documentation as context for coding agents. An alternative to context7
Solidworks MCP Server
This MCP server integrates with SolidWorks API and structuring it into Claude-compatible context streams.
Youtrack MCP Server
Model Context Protocol Server for YouTrack - Multi-platform support (ARM64/Apple Silicon + AMD64) with comprehensive API integration
Alchemy MCP Server
Alchemy's official MCP Server. Allow AI agents to interact with Alchemy's blockchain APIs.
Cinema4D MCP Server
Connects Cinema 4D to Claude, enabling AI-assisted 3D modeling and scene manipulation through natural language commands.
Cinema4D MCP Server
Cinema 4D plugin integrating Claude AI for prompt-driven 3D modeling, scene creation, and manipulation.
Gds Agent MCP Server
MCP Server with tools from Neo4j GDS(Graph Data Science) library.
GitHub Chat MCP
An MCP server that enables analyzing and querying GitHub repositories through the GitHub Chat API, allowing users to index repositories and ask questions about their code, architecture and tech stack.
LlamaCloud MCP Server
A local MCP server that integrates with Claude Desktop, enabling RAG capabilities to provide Claude with up-to-date private information from custom LlamaCloud indices.
MCP OpenAPI Server
A Model Context Protocol server that loads multiple OpenAPI specifications and exposes them to LLM-powered IDE integrations, enabling AI to understand and work with your APIs directly in development tools like Cursor.
Ragie Model Context Protocol Server
📇 ☁️ - Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
Turbomcp MCP Server
A full featured, enterprise grade rust MCP SDK
Grainulator MCP Server
Research that compiles.
JVM MCP Server
This is an implementation project of a JVM-based MCP (Model Context Protocol) server. The project aims to provide a standardized MCP server implementation for the JVM platform, enabling AI models to better interact with the Java ecosystem.
Jvm MCP Server
This is an implementation project of a JVM-based MCP (Model Context Protocol) server. The project aims to provide a standardized MCP server implementation for the JVM platform, enabling AI models to better interact with the Java ecosystem.
mcp-gopls
A Model Context Protocol (MCP) server that allows AI assistants like Claude to interact with Go's Language Server Protocol (LSP) and benefit from advanced Go code analysis features.
Mcp Velociraptor MCP Server
VelociraptorMCP is a Model Context Protocol bridge for exposing LLMs to MCP clients.
mem0-mcp-selfhosted
🐍 🏠 🍎 🪟 🐧 - Self-hosted mem0 MCP server for Claude Code with Qdrant vector se
Meting Agent MCP Server
🪐 面向 AI 的多音乐平台的 API 代理 • 网易云 • QQ音乐 • 酷狗 • 酷我 🎻 Multi-platform music API agent for AI • NetEase • QQ Music • KuGou • Kuwo
Ophis MCP Server
Transform any Cobra CLI into an MCP server
Pywry MCP Server
PyWry is a cross-platform app factory, rendering engine and UI toolkit for Python that produces native desktop, web, and notebook experiences from a single API.
Shokunin MCP Server
職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. ChromaDB memory, MCP servers, declarative self-updates. Multi-model, open source, zero cost.
XC-MCP: XCode CLI wrapper
Problem: MCP clients can't efficiently use Xcode CLI tools because the build and simulator listing commands return more than 50k tokens, exceeding MCP limits. Solution: MCP tooling using progressive disclosure with intelligent caching.
Xc MCP Server
XCode CLI MCP: Convenience wrapper for Xcode CLI tools & iOS Simulator. Progressive disclosure of tool responses to reduce context usage. Use --mini param for build-only with tiny context footprint.
Agentic Tools MCP Server
A comprehensive Model Context Protocol (MCP) server providing AI assistants with powerful task management and agent memories capabilities with project-specific storage.
Awesome Claude Mcp Servers MCP Server
A curated list of Model Context Protocol (MCP) servers optimized for Claude AI assistants.
mcp-server-circleci
A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI's development workflow. This project serves as a bridge between CircleCI's infrastructure and the Model Context Protocol, enabling enhanced A
Clarity Data Export MCP Server
A Model Context Protocol server that lets you fetch Microsoft Clarity analytics data through Claude for Desktop or other MCP-compatible clients, with support for filtering by dimensions and retrieving various metrics.
Formanator MCP Server
Submit and manage Forma (https://joinforma.com) claims from the command line and Model Context Protocol (MCP) clients
Hono MCP Server
Exposes Hono API endpoints as Model Context Protocol tools, allowing LLMs to interact with your API routes through a dedicated MCP endpoint. It provides helpers to describe routes and includes a codemode for dynamic API interaction via search and exe
Keboola Explorer MCP Server
This server facilitates interaction with Keboola's Storage API, enabling users to browse and manage project buckets, tables, and components efficiently through Claude Desktop.
mcp-memory-libsql
🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, and efficient relationship management - perfect for AI agents and knowledge graph applications.
Uml MCP Server
UML-MCP Server is a UML diagram generation tool based on MCP (Model Context Protocol), which can help users generate various types of UML diagrams through natural language description or directly writing PlantUML and Mermaid and Kroki https://uml-mcp
Yes Ue MCP Server
Native C++ Model Context Protocol (MCP) plugin for Unreal Engine 5.4+
Apitap MCP Server
CLI, MCP server, and npm library that turns any website into an API — no docs, no SDK, no browser.
AWS Security MCP
A Model Context Protocol server that connects AI assistants like Claude to AWS security services, allowing them to autonomously query, inspect, and analyze AWS infrastructure for security issues and misconfigurations.
Carrotai MCP Server
CarrotAI is a cutting-edge AI agent application that delivers real-time streaming chat via Server-Sent Events (SSE) with built-in Model Control Protocol (MCP) integration. It supports concurrent connections to multiple SSE MCP servers and provides us
ChEMBL MCP Server
A comprehensive Model Context Protocol (MCP) server providing advanced access to the ChEMBL chemical database.
code-to-tree
🌊 🏠 📟 🐧 🪟 🍎 - A single-binary MCP server that converts source code into AST, regardless of language.
cursor-rust-tools
A MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and Cargo Commands.
gdb-mcp
An MCP server that enables AI assistants to control GDB debugging sessions, including breakpoint management, thread analysis, and variable inspection, using the GDB/MI protocol.
Kept MCP Server
Search, archive, and recall your AI conversations. ChatGPT, Claude, Gemini, Grok, Kimi. Local-first, MIT licensed.
knowledge-rag
🐍 🏠 🍎 🪟 🐧 - Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-en
Ls MCP Server
List MCP Server configurations in your system used by AI applications like Cursor, Claude Desktop, VS Code and others
Mcp Discovery MCP Server
A command-line tool written in Rust for discovering and documenting MCP Server capabilities.
mcp-n8n-builder
🪄 MCP server for programmatic creation and management of n8n workflows. Enables AI assistants to build, modify, and manage workflows without direct user intervention through a comprehensive set of tools and resources for interacting with n8n's REST A
MCP_WolframAlpha
A Python-powered Model Context Protocol MCP server and client that uses Wolfram Alpha via API.
Mealie MCP Server
Enables AI assistants to interact with Mealie for recipe management, meal planning, and shopping list operations. Supports searching and managing recipes, creating meal plans, and generating shopping lists from recipes or meal plans.
Stability AI MCP Server
An MCP Server that integrates with Stability AI's API to provide high-quality image generation, editing, and manipulation capabilities including background removal, outpainting, search-and-replace, and upscaling.
Sub Agents MCP Server
Define task-specific AI sub-agents in Markdown for any MCP-compatible tool.
Task Agents
Delegate complex, multi-step, or specialized tasks to an autonomous agent for independent execution with dedicated context (e.g., refactoring across multiple files, fixing all test failures, systemati
Terminal MCP Server
Enables safe execution of terminal commands across different shells (bash, cmd, PowerShell) with configurable timeouts, working directories, and resource limits for command-line operations through AI assistants.
adeu
Automated DOCX Redlining Engine and 'Virtual DOM' for Microsoft Word. Enables agents to read, diff, edit, and negotiate contracts locally or via live COM interop.
Awesome Legaltech MCP Server
A curated list of awesome LegalTech resources - open source platforms, AI models, MCP servers, companies, datasets, and tools for the global legal ecosystem.
Comidp Mcp Server MCP Server
A lightweight MCP (Model Context Protocol) server designed for seamless integrating ComIDP with Claude Desktop.
Hyperterse MCP Server
The agentic server framework.
Ingero
eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime and Driver APIs via kernel uprobes and host events via tracepoints to build causal chains explaining GPU latency. 7 tools: get_check, get_trace_stats, get_causal_chains, g
MCP Monitor
An observability tool for agentic AI pipelines that intercepts MCP and Python tool calls to provide real-time metrics, session replays, and alerts via a local dashboard. It enables centralized monitoring of multiple MCP servers through multiplexer an
Mcp Rs Template MCP Server
Model Context Protocol (MCP) CLI server template for Rust
MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool
A MCP server that enables Claude to discover and call any API endpoint through semantic search. Intelligently chunks OpenAPI specifications to handle large API documentation, with built-in request execution capabilities. Perfect for integrating priva
Minimax Coding Plan Mcp MCP Server
Specialized MiniMax Model Context Protocol (MCP) server designed for coding-plan users, featuring AI-powered search and vision analysis APIs optimized for code development workflows
Nvim Gemini Companion MCP Server
A Neovim plugin to integrate Gemini CLI well (+ Qwen-code now)
REMnux MCP Server
Enables AI assistants to execute malware analysis tools on a REMnux system via Docker, SSH, or local connections. It provides automated file-type analysis, structured tool discovery, and security guardrails for streamlined malware investigation.
YingDao RPA MCP Server
A Model Context Protocol server that enables AI platforms to invoke RPA (Robotic Process Automation) capabilities from YingDao, allowing automated execution of repetitive tasks through AI interactions.
Altium MCP Server
Altium Model Context Protocol server and Altium API script
Node Candidate MCP Server
A Model Context Protocol (MCP) server library that gives LLMs access to information about a candidate.
OpenAI MCP Server
Provides comprehensive access to OpenAI's API capabilities including chat completions, image generation, embeddings, text-to-speech, speech-to-text, vision analysis, and content moderation. Enables users to interact with GPT models, DALL-E, Whisper,
OSM PostgreSQL Server
Provides OpenStreetMap integration for MCP, allowing users to query and visualize map data with tools for adding markers, polygons, and controlling the map view.
Plan Cascade MCP Server
AI-powered cascading development framework. Decompose complex projects into parallel executable tasks with auto-generated PRDs, design docs, and multi-agent collaboration (Claude Code, Codex, Aider).
ROS2 MCP Server
Enables AI tools to interact with ROS2 robotics systems through natural language commands. Supports topic publishing/subscribing, service calls, message analysis, and auto-discovery of ROS2 interfaces for debugging and controlling robots.
Sh Disney MCP Server
sh-disney-mcp 是一个基于 Model Context Protocol (MCP) 的mcp server，旨在通过标准化的接口，帮助大模型快速获取上海迪士尼乐园的门票价格和售卖状态信息
Shanghai Disney MCP Server
Provides real-time ticket pricing and availability information for Shanghai Disney Resort through the Model Context Protocol. It enables LLMs to query sales status and specific costs for one-day and two-day passes.
Typo3 MCP Server
One MCP endpoint connects your TYPO3 site to Claude, Cursor, n8n, and any AI tool — safely through workspaces.
vantage-mcp-server
MCP Server to fetch costs and usage data from your Vantage account.
Vessel Browser MCP Server
Built from the ground-up for agents, Vessel Browser is an open source AI browser for Linux/Windows that provides a durable state, MCP control, and BYOK with full autonomous browsing. Use with Hermes Agent, OpenClaw, or connect to your favorite API pr
Airtable MCP
🐍 ☁️ - Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP i
BurpSuite MCP Server
BurpSuite MCP Server: A powerful Model Context Protocol (MCP) server implementation for BurpSuite, providing programmatic access to Burp's core functionalities.
Mcp Agent Mail Rust MCP Server
Rust MCP server for multi-agent coordination: 34 tools, Git-backed archive, SQLite indexing, advisory file locks, and an interactive TUI console
Modelcontextprotocol Net MCP Server
MCP server for modelcontextprotocol net
notebooklm-mcp
📇 🏠 🍎 🪟 🐧 - Full automation of Google NotebookLM — Q&A with citations, audio podcast
Sample MCP Server
Mcp server, using model context protocol sdk and a http interface
Spotify Streamable MCP Server
Enables control of Spotify through natural language by searching the catalog, managing playback and devices, controlling playlists, and managing saved songs. Includes OAuth authentication and streamable HTTP transport for remote connectivity.
trace-mcp
Framework-aware code intelligence MCP server that builds a cross-language dependency graph from source code. 53 integrations (Laravel, Django, Rails, Spring, NestJS, Next.js, and more) across 68 languages. 100+ tools for navigation, impact analysis,
Ableton Copilot MCP
An MCP server built on ableton-js enables AI assistants to control Ableton Live in real time, including Arrangement View operations such as song management, track control, MIDI editing, and audio recording, along with other capabilities.
Bing Search MCP Server
A Model Context Protocol server that provides AI-grounded Bing search capabilities using the Azure AI Project Client. It enables intelligent web searches with automated citation tracking and URL extraction for seamless AI integration.
Codebase MCP
A Model Context Protocol server that enables AI agents to retrieve and understand entire codebases at once, providing tools to analyze local workspaces or remote GitHub repositories.
Cursor10x MCP
The Cursor10x Memory System creates a persistent memory layer for AI assistants (specifically Claude), enabling them to retain and recall short-term, long-term and episodic memory on autonomously.
Cursor10X MCP Server
The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor that enhances AI assistants with conversation context, project history, and code relationships across sessions.
Frame0 MCP Server
Allows creating and modifying wireframes in Frame0 (a Balsamiq-alternative wireframe tool) by using natural language prompts, supporting operations like creating screens, editing elements, and managing pages.
Ludus FastMCP
Enables AI-powered management of Ludus cyber range environments through natural language commands. Provides 157 tools for range lifecycle management, scenario deployment, template creation, Ansible role management, and SIEM integration for security t
MCP Azure DevOps Server
A Model Context Protocol server that enables AI assistants to interact with Azure DevOps services, allowing users to query work items with plans to support creating/updating items, managing pipelines, handling pull requests, and administering sprints
MCP Gemini Google Search
Provides Google Search functionality for AI models using Gemini's built-in Grounding with Google Search feature, returning real-time web search results with source citations.
Md2Card MCP Server
md2card-mcp-server
Nautex MCP Server
MCP server for guiding Coding Agents via end-to-end requirements to implementation plan pipeline
Robot MCP Server
Enables LLM-based AI agents to control SO-ARM100 and SO-101 robots through natural language commands and camera feedback. It supports various transport protocols and provides tools for both autonomous robotic movement and manual keyboard operation.
Sample Agents With Nova Act And MCP Server
Discover how to build agents that can perform actions on websites by combining Amazon Nova Act with Model Context Protocol (MCP).
Sample Mcp Server S3 MCP Server
Enables interaction with AWS S3 buckets to list buckets and objects, retrieve files, and expose PDF documents as resources that can be loaded into the LLM's context.
Sample S3 MCP Server
Enables interaction with AWS S3 buckets to list buckets and objects, retrieve files, and expose PDF documents as resources that can be loaded into the LLM's context.
Sublinear Time Solver MCP Server
Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. Exposes Neumann series, push, and hybrid random-walk algorithms with npm/npx CLI and Flow-Nexus HTTP streaming for swarm cost propagation and verification.
Transit Agent MCP Server
This guide demonstrates how to build an Agentic AI system using Google's Agent Development Kit (ADK) and the Model Context Protocol (MCP).
Windbg MCP Server
An MCP (Model Context Protocol) server that turns all pybag Windows debugger functions into native MCP tools. It lets MCP-compatible clients (Claude Desktop, Claude Code, Cowork, OpenAI Codex CLI, Cursor, and custom agents) control user-mode processe
wordpress-mcp-server
interact with your WordPress site (s) using this MCP WordPress Server 100% created with Cline. If you use Cline you can have it evaluate the code by pointing it to the repository and asking if the code is safe to use. See the READ.me for a detailed o
Chotu Robo Server
An MCP server that integrates Arduino-based robotics (ESP32 or Arduino Nano) with AI, allowing control of hardware components like LEDs, motors, servos, and sensors through AI assistants.
Google Cloud MCP Server
Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manage node pools, and retrieve server configurations. It includes automated scripts for deploying and testing sample applications across multiple GKE Autopilot clusters.
Mcp Kafka MCP Server
A Model Context Protocol Server to perform Kafka client operations
mcp-llm
An MCP server that provides LLMs access to other LLMs
Microsoft SQL Server MCP Server (MSSQL)
An easy-to-use bridge that lets AI assistants like Claude and Cursor IDE directly query and explore Microsoft SQL Server databases. No coding experience required!
Unitree Go2 MCP Server
A server built on the Model Context Protocol that enables controlling the Unitree Go2 robot using natural language commands, which are translated into ROS2 instructions for the robot to perform corresponding actions.
anilist-mcp
Access and interact with anime and manga data seamlessly. Retrieve detailed information about your…
Awesome Claude Code MCP Server
Curated list of tools, skills, plugins, and MCP servers for Claude Code
Blatant Why MCP Server
AI-powered biologics design campaign agent — multi-agent orchestration with BoltzGen, PXDesign, Protenix, and 200+ cloud tools. Antibodies, nanobodies, de novo binders, and beyond.
Externalattacker Mcp MCP Server
A modular external attack surface mapping tool integrating tools for automated reconnaissance and bug bounty workflows.
Heroku MCP server
Heroku Platform MCP Server using the Heroku CLI
imessage-query-fastmcp-mcp-server
An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library, enabling LLMs to query and analyze iMessage conversations with proper
Joplin MCP Server
Enables AI assistants to interact with Joplin notes through full-text search, reading, creating, updating, and deleting notes, as well as importing markdown files directly into Joplin notebooks.
Maya MCP
Enables AI assistants like Claude Desktop to control Autodesk Maya via natural language through the Model Context Protocol.
mcp-server-multiverse
📇 🏠 🛠️ - A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.
My Ai Tools MCP Server
Comprehensive configuration management for AI coding tools - Replicate my complete setup for Claude Code, OpenCode, Amp, Codex and Claude Code Switch with custom configurations, MCP servers, plugins, and commands.
SEO Tools MCP Server
Enables LLMs to interact with DataForSEO and other SEO APIs through natural language, allowing for keyword research, SERP analysis, backlink analysis, and local SEO tasks.
Tester Mcp Client MCP Server
Model Context Protocol (MCP) Client for Apify's Actors
WiseVision/mcp_server_ros_2
Public implementation of MCP for ROS 2 enabling to interact with system visible various robots, capable of: List available topics List available services Call service Subscribe topic to get messages Publish message on topic and more
AgentAnycast
Discover and communicate with AI agents over encrypted P2P networks. Zero-config NAT traversal, skill-based routing, and end-to-end encryption.
claude-soul
Self-improving learning engine for Claude Code. Extracts signals from sessions (corrections, successes,confusion), runs periodic reflections, and evolves behavioral frameworks through evidence. 9 MCP tools, automatichooks, local-only.
Codeglide Mcpgen MCP Server
Generation of Secure MCP (Model Context Protocol) Servers from API source code at Scale
Decompilerserver MCP Server
A powerful MCP (Model Context Protocol) server for decompiling and analyzing .NET assemblies, with specialized support for Unity's Assembly-CSharp.dll files. DecompilerServer provides comprehensive decompilation, search, and code analysis capabilitie
Masquerade MCP Server
The Privacy Firewall for LLMs
Mcp Client Capabilities MCP Server
Index of all Model Context Protocol (MCP) clients and their capabilities
mcp-metabase-server P
A comprehensive Model Context Protocol server for Metabase integration, developed by EaseCloud Technologies. 70+ Tools Available covering all major Metabase functionality for enterprise usage.
Mcp Metabase MCP Server
A comprehensive MCP server for Metabase with 70+ tools.
Metabase
Metabase includes a built-in Model Context Protocol (MCP) server that lets AI clients connect directly to a Metabase instance. It uses the Streamable HTTP transport and builds on Metabase's Agent API to expose tools for searching, exploring, querying
Optuna MCP Server
A Model Context Protocol server that enables automated optimization and analysis using Optuna, allowing LLMs to perform hyperparameter optimization and interactively analyze optimization results via chat interfaces.
Powerpoint MCP Server
Open Source Model Context Protocol server for PowerPoint automation on Windows via pywin32
RustChain + BoTTube MCP Server
Provides AI agents with access to the RustChain Proof-of-Antiquity blockchain and BoTTube video platform for managing RTC token wallets and interacting with AI-generated content. It enables users to perform blockchain transactions, search for videos,
second-brain-cloudflare
Self-hosted semantic memory layer for Claude and MCP-compatible AI clients. Store notes, search by meaning not keywords, and recall relevant context automatically across sessions. Runs free on Cloudflare Workers, D1, Vectorize, and Workers AI
template-mcp
A TypeScript MCP server template with Zod validation, dual transport (stdio/HTTP), and modular architecture for building MCP-compatible tools, resources, and prompts.
Bc Code Intelligence MCP Server
BC Code Intelligence MCP Server - Persona-driven workflow orchestration for Business Central development. Provides 16+ MCP tools, layered knowledge system, and intelligent BC pattern analysis through Model Context Protocol.
Custom MCP Server
A Next.js-based MCP server that provides basic utility tools including echo, current time retrieval, and safe mathematical calculations through HTTP and SSE transports.
Emacs MCP Server
Pure ELISP MCP server for Emacs
Home Memory MCP Server
MCP server that lets your AI assistant remember everything about your home.
mcp-victorialogs
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
MCP-wolfram-alpha
Connect your chat repl to wolfram alpha computational intelligence
QuantConnect
🐍 ☁️ – A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop, etc) with the QuantConnect API—empowering you to create projects, backtest strategies, manage collaborators, and deploy live-trading workflows directly via natura
Redmine MCP Server
Enables AI agents to interact with Redmine API for managing tickets, projects, users, and time entries. Supports comprehensive operations including issue creation/updates, project management, time logging, and search with dual authentication (Basic A
Rust Mcp Schema MCP Server
A type-safe implementation of the official Model Context Protocol (MCP) schema in Rust.
Abap MCP Server
MCP server for abap
ABAQUS MCP Server for GUI Scripting
An MCP (Model Context Protocol) server designed to interact with an already running Abaqus/CAE Graphical User Interface (GUI). It allows for the execution of Python scripts within the Abaqus environment and retrieval of messages from the Abaqus messa
Abaqus MCP Server
An MCP (Model Context Protocol) server designed to interact with an already running Abaqus/CAE Graphical User Interface (GUI). It allows for the execution of Python scripts within the Abaqus environment and retrieval of messages from the Abaqus messa
Agent Architecture Review Sample MCP Server
The Architecture Review Agent is an open-source AI agent sample that reviews software architectures and generates interactive diagrams automatically.
Bitcoin MCP Server
₿ A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys, validate addresses, decode transactions, query the blockchain, and more.
Bitcoin MCP Server
Bitcoin & Lightning Network MCP Server.
Chess.com MCP Server
A Model Context Protocol server for Chess.com's Published Data API. This provides access to Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess info
clinicaltrialsgov-mcp-server
Empowers AI agents with direct access to the official ClinicalTrials.gov database, enabling programmatic searching, retrieval, and analysis of clinical study data through a Model Context Protocol interface.
Clueomcp MCP Server
🎭 The Personality Layer for LLMs- Transform any MCP-compatible AI with rich, consistent personalities powered by Clueo's Big Five personality engine.
Datahub MCP Server
The official Model Context Protocol (MCP) server for DataHub (https://datahub.com)
Electron MCP Server
🚀 A powerful MCP server for debugging Electron applications with deep Chrome DevTools Protocol integration. Control, monitor, and debug Electron apps through a standardized API.
freecad-mcp
Create a new document in FreeCAD. Args: name: The name of the document to create. Returns: A message indicating the success or failure of the document creation. Examples: If you want to
github-mcp
Local MCP server for safe GitHub developer workflows. Enables pulling main, creating feature branches, pushing them, and opening ready-for-review pull requests via tools like github_create_feature_branch and github_create_pull_request.
ipybox
A Python code execution sandbox based on IPython and Docker. Stateful code execution, file transfer between host and container, configurable network access.
MCP LLMS.txt Explorer
A server that helps discover and analyze websites implementing the llms.txt standard, allowing users to check if websites have llms.txt files and list known compliant websites.
mcp-pdf-tools
An MCP server that enables users to read, search, and analyze PDF documents. It provides tools for extracting text, viewing metadata, searching content with context, and generating word statistics.
OpenClueo MCP Server
Provides a universal AI personality layer that uses a scientifically-backed Big Five engine to apply consistent character traits and brand voices across MCP-compatible platforms. It allows users to inject custom personality profiles or presets into A
Pydantic Rpc MCP Server
PydanticRPC is a Python library for rapidly exposing Pydantic models as gRPC, ConnectRPC, and MCP services without protobuf files.
Strapi MCP Server
Provides AI agents with full access to Strapi 5.x CMS for managing content types, entries, media, and schemas. It supports full CRUD operations, relation management, and secure authentication for comprehensive content administration.
Yandex Tracker MCP
This MCP enables access to Yandex Tracker issue management. Currently it supports all read operations to retrieve queues, issues and users from Yandex Tracker.
Yandex Tracker MCP Server
Yandex Tracker MCP Server with OAuth2 support
Airtable MCP Server
Enables AI assistants to interact with Airtable databases by listing accessible bases and retrieving detailed schema information. Supports secure authentication and provides tools for exploring Airtable base structures through natural language.
anythingmcp
Self-hosted source-available MCP gateway that turns REST, SOAP/WSDL, GraphQL, and SQL/NoSQL databases into MCP tools. Imports OpenAPI/Postman/WSDL/GraphQL specs and bridges multiple MCP servers behind one endpoint. Ships with 29 pre-built adapters an
Files MCP Server
Enables AI agents to safely explore directories, read files, search content by pattern or filename, and edit files with checksum verification and dry-run preview within sandboxed filesystem access.
GeoServer MCP Server
A Model Context Protocol server that connects Large Language Models to the GeoServer REST API, enabling AI assistants to query and manipulate geospatial data through natural language.
Gmail MCP Server
Enables intelligent integration with Gmail and Google Calendar for context-aware email analysis, advanced searching, and personalized response drafting. It supports natural language interactions for managing communication history, detecting events in
Mcp Openmemory MCP Server
Simple standalone MCP server giving Claude the ability to remember your conversations and learn from them over time.
Microsoft Todo MCP Server
MCP server for microsoft todo
Nav2 Mcp Server MCP Server
MCP server that provides tools and resources to control and monitor robots using Nav2.
Nav2 MCP Server
MCP server that provides tools and resources to control and monitor robots using Nav2.
Sanity MCP Server
Connect your Sanity content to AI agents. Create, update, and explore structured content using Claude, Cursor, and VS Code via the Model Context Protocol. Transform content operations from complex queries to simple conversations—giving your team supe
Sanity MCP Server
Deprecated: Use the remote MCP server at https://mcp.sanity.io instead.
ScrapeGraph MCP Server
A production-ready Model Context Protocol server that enables language models to leverage AI-powered web scraping capabilities, offering tools for transforming webpages to markdown, extracting structured data, and executing AI-powered web searches.
Scrapegraph MCP Server
ScapeGraph MCP Server
Tabby MCP Server
A plugin for the Tabby terminal emulator that allows AI assistants to execute commands, manage SSH sessions, and read terminal buffers through the Model Context Protocol. It includes a pair programming mode with confirmation dialogs to ensure safe an
mcp-server-tmdb
Search for movies by title. Returns a list of movies matching the search query with basic information like title, release date, overview, and rating.
ZoomEye MCP Server
A Model Context Protocol server that provides network asset information based on query conditions. This server allows LLMs to obtain network asset information and supports querying network asset information by zoomeye dork etc.
Al Dependency Mcp Server MCP Server
MCP server for al dependency mcp server
Example Remote MCP Server
A hosted version of the Everything server - for demonstration and testing purposes, hosted at https://example-server.modelcontextprotocol.io/mcp
GDAL MCP
An MCP server providing geospatial analysis tools for raster and vector data, integrated with a reflection system that requires AI agents to justify their methodological decisions. It enables accurate mapping and spatial operations by ensuring reason
mcp-server-google-analytics
An MCP server implementation for accessing Google Analytics 4 (GA4) data, built using the Model Context Protocol TypeScript SDK.
Letta MCP Server
An MCP server implementation that enables interaction with the Letta API for managing agents, memory blocks, and tools in the Letta system.
MarkItDown MCP Server
A Model Context Protocol server that converts over 29 file formats, including PDFs, Office documents, and audio, into structured Markdown using Microsoft's MarkItDown library. It enables AI assistants to process diverse document types through single
mcp-open-library
A Model Context Protocol (MCP) server for the Internet Archive's Open Library API that enables AI assistants to search for book and author information.
Navidrome-MCP
Analyze listening patterns, build playlists, find missing albums, discover similar artists via Last.fm, fetch synced lyrics, and explore global radio. Play it all through your speakers via mpv, with a built-in web UI that makes any device with a brow
OmniMCP
A semantic router that provides unified access to multiple MCP servers through a single tool interface, using vector search to discover and execute tools across your entire MCP ecosystem while minimizing context token usage.
railway-mcp
Let Claude and Cursor manage your Railway infrastructure through natural language. Deploy, configure, and monitor - autonomously and safely.
Raindrop.io MCP Server
Enables AI agents to access and manage Raindrop.io bookmarks, collections, tags, and highlights through the Model Context Protocol. Supports CRUD operations, advanced search, file uploads, and bulk editing of bookmarks.
Safari MCP Server
📇 🏠 🍎 - Native Safari browser automation for AI agents with 80+ tools. No Chrome depende
Security Standard MCP Server
MCP Server Security Standard (MSSS): an open, testable security control standard for certifying MCP servers, with levels, evidence requirements, and reporting schemas.
SVGMaker MCP Server
Model Context Protocol server for SVGMaker - AI-powered SVG generation and editing. Seamlessly integrate SVG creation into AI workflows.
TikTok MCP Service
Provides a robust interface for searching TikTok videos by hashtags and retrieving trending content, with anti-detection measures and comprehensive metadata extraction.
caldav-mcp
An MCP server that exposes CalDAV calendar operations as tools for AI assistants. It enables users to connect to CalDAV servers to create and list calendar events within specific timeframes.
cryptopanic-mcp-server
Provides AI agents with real-time cryptocurrency news and media updates sourced from CryptoPanic. It allows users to fetch multiple pages of content to track market sentiment and the latest developments in the crypto space.
Dependency Management MCP Server
Sonatype component intelligence: versions, security analysis, and Trust Score recommendations
Gdal MCP Server
Model Context Protocol server that packages GDAL-style geospatial workflows through Python-native libraries (Rasterio, GeoPandas, PyProj, etc.) to give AI agents catalog discovery, metadata intelligence, and raster/vector processing with built-in rea
Logseq MCP Tools
A Model Context Protocol server that provides AI assistants with structured access to your Logseq knowledge graph, enabling retrieval, searching, analysis, and creation of content within your personal knowledge base.
M3 MCP Server
🏥🤖 Query MIMIC-IV medical data using natural language through Model Context Protocol (MCP). Transform healthcare research with AI-powered database interactions - supports both local MIMIC-IV SQLite demo dataset and full BigQuery datasets.
OpenAPI Schema Explorer
MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resource Templates for client-side exploration.
pfSense MCP Server
pfSense MCP Server enables security administrators to manage their pfSense firewalls using natural language through AI assistants like Claude Desktop. Simply ask 'Show me blocked IPs' or 'Run a PCI compliance check' instead of navigating complex inte
Skills Contextmanager MCP Server
A self-hosted web application for managing AI skills, workflows, and contexts with full MCP (Model Context Protocol) integration. Organize, manage, and dynamically load specialized knowledge bases into any AI Agent just by toggling your Skills On/Off
Symbolic Algebra MCP Server
A Model Context Protocol server that enables LLMs to autonomously perform symbolic mathematics and computer algebra through SymPy's functionality for manipulating mathematical expressions and equations.
trading-mcp
Provides foundational trading utilities by fetching market data through Akshare and computing technical indicators like RSI and MACD using TA-Lib. It enables users to retrieve candlestick data and technical analysis series via a standardized MCP inte
TrainingPeaks-MCP
TrainingPeaks MCP server for Claude Desktop, Code and Cowork. No API approval needed - works with any account. Query workouts, CTL/ATL/TSB fitness data, power PRs via natural language.
whoop-mcp
MCP server for WHOOP — recovery, strain, sleep, and HRV data for AI agents via Model Context Protocol. Built for self-quantified humans.
ytt-mcp
An MCP server designed to fetch transcripts for YouTube videos. It enables AI tools to access video text content for tasks like summarization, analysis, and key takeaway extraction.
Ai Diagram Prototype Generator Mcp Server MCP Server
AI Diagram & Prototype File Generator (MCP Server)
AI Diagram & Prototype Generator
Enables generation of professional diagrams and interactive prototypes from natural language descriptions using multiple AI models. Supports creating draw.io diagrams, HTML prototypes, and styled mobile app interfaces with Apple HIG and WeChat Mini P
Bear MCP Server
Provides comprehensive access to Bear notes using a hybrid sync-safe approach - direct database reads for performance and Bear's official API for writes, enabling natural language note management, search, organization, and analysis while maintaining
Chm Converter MCP Server
chm to markdown and vectorDB
Deepseek R1 MCP Server
A Node.js/TypeScript implementation of a Model Context Protocol server for the Deepseek R1 language model, optimized for reasoning tasks with a large context window and fully integrated with Claude Desktop.
Flapi MCP Server
API Framework heavily relying on the power of DuckDB and DuckDB extensions. Ready to build performant and cost-efficient APIs on top of BigQuery or Snowflake for AI Agents and Data Apps
Linear Streamable MCP Server
Enables AI agents to manage Linear issues, projects, teams, users, comments, and cycles through an optimized interface designed specifically for language models. Supports both local and remote deployment with OAuth authentication and batch operations
LunchMoney MCP Server
An MCP server implementation that provides programmatic access to personal finance data through LunchMoney's API, enabling AI assistants to manage transactions, budgets, categories, and assets.
MCP RAG Server
Enables retrieval-augmented generation (RAG) by indexing and searching through documents (Markdown, text, PowerPoint, PDF) using vector embeddings with multilingual-e5-large model and PostgreSQL pgvector. Supports contextual chunk retrieval and incre
MCP SSH Agent
A server that enables secure interaction with remote SSH hosts through standardized MCP interface, providing functions like listing hosts, executing commands, and transferring files using native SSH tools.
Nia MCP Server
Nia is a context-augmentation layer for agents, primarily designed for coding agents. It provides them with an up-to-date knowledge base and improves their performance by 27%.
Nocodb MCP Server
📇 ☁️ - Nocodb database integration, read and write capabilities
PiAPI-MCP Server
A TypeScript implementation of a Model Context Protocol (MCP) server that integrates with PiAPI's API. PiAPI makes user able to generate media content with Midjourney/Flux/Kling/LumaLabs/Udio/Chrip/Trellis directly from Claude or any other MCP-compat
Piapi MCP Server
A TypeScript implementation of a Model Context Protocol (MCP) server that integrates with PiAPI's API. PiAPI makes user able to generate media content with Midjourney/Flux/Kling/LumaLabs/Udio/Chrip/Trellis directly from Claude or any other MCP-compat
Rust Analyzer MCP Server
A Model Context Protocol (MCP) server that provides integration with rust-analyzer
Vikunja MCP Server
Model Context Protocol server for Vikunja task management. Enables AI assistants to interact with Vikunja instances via MCP.
Atlassian Jira MCP Server
Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities directly into Jira project management and issue t
CRASH - Cascaded Reasoning with Adaptive Step Handling
Enables structured, iterative reasoning for complex problem-solving with features like confidence tracking, revision mechanisms, and branching support. Provides flexible validation and multiple output formats for systematic analysis and decision-maki
Mcp All In One MCP Server
A powerful MCP (Model Context Protocol) service aggregator that combines multiple MCP services into a single unified MCP service with self-configuration capabilities.
Mcp Newsnow MCP Server
一个基于 Model Context Protocol (MCP) 的新闻聚合服务器，通过 Newsnow API 提供多平台热点新闻和趋势话题。
Pagerduty MCP Server
PagerDuty's official local MCP (Model Context Protocol) server which provides tools to interact with your PagerDuty account directly from your MCP-enabled client.
Semanticscholar Mcp Server MCP Server
🔍 This project implements a Model Context Protocol (MCP) server for interacting with the Semantic Scholar API. It provides tools for searching papers, retrieving paper and author details, and fetching citations and references.
Spline MCP Server
An interface that enables Claude to interact with Spline 3D design tool, allowing operations like exporting scenes, importing models, and creating animations through natural language commands.
Spline MCP Server
An MCP server for working with Spline 3D design tool API
Trainingpeaks MCP Server
TrainingPeaks MCP server for Claude Desktop, Code and Cowork. No API approval needed - works with any account. Query workouts, CTL/ATL/TSB fitness data, power PRs via natural language.
Agentic Tools MCP Server
Agent Tool and Skills for VR Development on Meta Quest
Attio MCP Server
Enables AI assistants to interact with Attio CRM through natural language, providing complete access to companies, people, deals, tasks, lists, notes, and records with advanced search, batch operations, and relationship management.
DaVinci Resolve MCP Server
Allows AI assistants like Claude to directly interact with and control DaVinci Resolve through the Model Context Protocol, providing capabilities for project management, timeline manipulation, media management, and Fusion integration.
Jazzcashmcp MCP Server
Open-source Model Context Protocol (MCP) server for JazzCash — Pakistan's largest mobile-money platform. Hosted Checkout, Mobile Wallet charges, inquiries, and refunds for AI agents.
Jobspy MCP Server
MCP server to search for jobs across multiple job listing platforms
kb-mcp-server
An MCP server aimed to be portable, local, easy and convenient to support semantic/graph based retrieval of txtai 'all in one' embeddings database. Any txtai embeddings db in tar.gz form can be loaded
MySQL Database Access
An MCP server that provides read-only access to MySQL databases.
Naver Search MCP Server
Provides access to Naver Search APIs, allowing AI agents to search across multiple categories (blogs, news, books, images, shopping items, etc.) with structured responses optimized for LLM consumption.
OpenAccountants
Open-source, accountant-verified tax computation skills for AI agents. 261+ skills across 172+ jurisdictions covering income tax, VAT/GST, payroll, corporate tax, crypto, and cross-border planning. Every skill is verified section-by-section by licens
Quickmcp MCP Server
Effortlessly Build Model Context Protocol Servers with OpenAPI or Swagger or Google Discovery Specifications
Voice Mcp Agent MCP Server
A voice assistant application built with the LiveKit Agents framework, capable of using Model Context Protocol (MCP) tools to interact with external services
ActivityWatch MCP Server
Connects AI assistants to ActivityWatch for real-time computer activity awareness and time tracking analysis. Enables natural language queries about app usage, browsing history, and productivity patterns through high-level tools without requiring AQL
Awesome Medical Mcp Servers MCP Server
A collection of Medical MCP servers.
Bmad MCP Server
MCP server for bmad
BookStack MCP Server
Connects BookStack knowledge bases to Claude through 47+ tools covering complete CRUD operations for books, pages, chapters, shelves, users, search, attachments, and permissions. Enables full management of BookStack content and configuration through
Community Servers MCP Server
This repository contains a collection of community-maintained Model Context Protocol (MCP) servers. All servers are automatically listed on the MCP Get registry and can be viewed and installed via CLI
Compass MCP Server
Compass is a context engine that builds a knowledge graph of your organization's metadata, capturing entities, relationships, and lineage across systems and time, making it discoverable and queryable for both humans and AI agents.
Cosmotop MCP Server
Multiplatform system monitoring tool using Cosmopolitan Libc
datadog mcp
MCP server interacts with the official Datadog API
forgejo-mcp
MIRROR ONLY!! This Model Context Protocol (MCP) server provides tools and resources for interacting with the Forgejo (specifically Codeberg.org) REST API.
Freepik FastMCP Toolkit
A Model Context Protocol (MCP) server that connects AI assistants directly with Freepik's APIs, allowing users to search, generate, and manage visual content without leaving their AI workflow.
Home Assistant MCP
Enables control and monitoring of Home Assistant smart home devices through MCP protocol. Automatically manages authentication tokens and provides simplified tools for device discovery, switch control, and light brightness adjustment.
Mcp Gradio Client MCP Server
This is a proof of concept repo on how to create a gradio UI using the Model Context Protocol Client Python SDK.
MCP Server for Things3
Enables integration with Things3, allowing the creation and management of tasks and projects via the MCP protocol, including synchronization with Agenda projects.
Mcphoenix MCP Server
A simplified implementation of the Model Context Protocol (MCP) server using Elixir's Phoenix Framework.
Mymir MCP Server
Project management for the agentic engineering era.
Okppt MCP Server
这个项目是一个基于MCP (Model Context Protocol) 的服务器工具，名为 'MCP OKPPT Server'。它的核心功能是允许大型语言模型（如Claude、GPT等）通过生成SVG图像来间接设计和创建PowerPoint演示文稿。工具负责将这些SVG图像高质量地插入到PPTX幻灯片中，并保留其矢量特性，确保图像在PowerPoint中可缩放且清晰。
pentestMCP
An MCP server that exposes over 20 standard penetration testing utilities, such as Nmap, SQLMap, and OWASP ZAP, as callable tools for AI agents. It enables natural language control over complex security workflows for automated and interactive penetra
Slack
Enables comprehensive interaction with Slack workspaces, allowing users to manage channels, send messages, and search history. It supports managing reminders, pins, reactions, and user information through the Model Context Protocol.
Vibeshift MCP Server
[MCP Server] The Security Agent for AI assisted coding
Web-QA
An AI-powered MCP server that automates web testing workflows by enabling recording, execution, and discovery of tests through natural language prompts.
Ai Software Architect MCP Server
AI-powered architecture documentation framework with ADRs, reviews, and pragmatic mode. Now available as Claude Code Plugin for easiest installation.
Alph MCP Server
Universal MCP Server Configuration Manager
Cortex Scout MCP Server
A unified web extraction and stateful automation engine for AI. Replaces heavy testing frameworks with token-optimized browser control, deep research, and HITL.
CortexScout
CortexScout is the Deep Research & Web Extraction module within the Cortex-Works ecosystem. Designed for agent workloads that require token-efficient web retrieval, reliable anti-bot handling, and optional Human-in-the-Loop (HITL) fallback.
Damn Vulnerable Mcp Server MCP Server
Damn Vulnerable MCP Server Project
DeepView MCP
DeepView MCP is a Model Context Protocol server that enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini 2.5 Pro's extensive context window.
ebay-mcp
Open source local MCP server providing AI assistants with comprehensive access to eBay's Sell APIs. Includes 325 tools for inventory management, order fulfillment, marketing campaigns, analytics, developer tools, and more.
Futu Stock MCP Server
mcp server for futuniuniu stock
Gearlynx MCP Server
Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
JoinCloud
📇 ☁️ 🏠 - Collaboration rooms for AI agents. Create rooms, join with agentToken, exchange messa
Kibana MCP Server
Enables AI assistants to interact with Kibana dashboards, visualizations, and Elasticsearch data through read-only resources and executable tools for searching logs, exporting dashboards, and querying data.
Mcp-Swagger-Server
Automatically converts REST APIs with Swagger/OpenAPI documentation into MCP tools, making any documented API accessible to MCP-compatible clients. Supports authentication, SSL handling, and flexible configuration for seamless API integration.
Mcp Tutorials MCP Server
Model Context Protocol(MCP) 中文教程讲解
Memcord MCP Server
🐍 🏠 🐧 🍎 - A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.
NotebookLM MCP Server (Security Hardened)
Enables AI agents to interact with Google NotebookLM and Gemini API for document analysis, deep research, and notebook creation with enterprise-grade security including post-quantum encryption and 14 security layers.
quran-mcp-server
📇 ☁️ MCP server to interact with Quran.com corpus via the official REST API v4.
Stackoverflow MCP Server
A Model Context Protocol server for querying Stack Overflow to help AI models find programming solutions
Suganthans Gsc Mcp MCP Server
An MCP server for Google Search Console. Ask Claude questions about your search data and get real answers. 20 tools: quick wins, cannibalisation, content decay, CTR benchmarking, alerting, indexing API, and more.
time-mcp
The Time MCP Server is a Model Context Protocol (MCP) server that provides AI assistants and other MCP clients with standardized tools to perform time and date-related operations. This server acts as a bridge between AI tools and a robust time-handli
Twelve Data MCP Server
Twelve Data MCP (Model Context Protocol) Server provides seamless, real-time access to financial market data via WebSocket, enabling reliable streaming of price quotes, market metrics, and events directly into your applications.
Yamcp MCP Server
A Model Context Workspace Manager. Oraganize your MCP servers in local workspaces (coding, design, research, ...), scan, monitor, and integrate each workspace with AI apps via a unified CLI.
Yan Autotravel MCP Server
AI Travel Planner 是一个基于 Spring Boot + Spring AI 的后端与 Vue 3 + Vite 的前端组合项目，面向智能旅游场景，提供 智能行程规划、多模态问答与个性化推荐 能力。 系统集成了 MCP (Model Context Protocol) 工具链，支持从 自然语言理解 → RAG (Retrieval-Augmented Generation) → 多 Agent 协同 → 个性化生成 的完整 AI 应用流程。同时配套 CSV 向量化预处理脚本，实
Alby Bitcoin Payments MCP Server
Enables Bitcoin Lightning wallet integration with LLMs through Nostr Wallet Connect (NWC). Supports lightning payments, LNURL operations, and L402 authentication for AI-powered bitcoin transactions.
Claudehistorymcp MCP Server
MCP server for searching and surfacing Claude Code conversation history
Conformance MCP Server
Conformance Tests for MCP
Cornmcp MCP Server
CornMCP is an open-source mono repo that gives AI coding agents (Antigravity, Cursor, Claude Code, Codex), token-saving access to your codebase through the Model Context Protocol (MCP).
IBM i MCP Server
Enables AI agents to interact with IBM i systems through the Model Context Protocol, providing secure SQL-based access to Db2 for i databases for querying, monitoring, and executing operations.
JMeter MCP Server
Enables the execution and analysis of JMeter performance tests through MCP-compatible clients. It provides tools for running tests in non-GUI mode, identifying performance bottlenecks, and generating comprehensive insights and visualizations from res
LSD MCP Server
The server connects the Claude AI to the internet through the capabilites of the LSD SQL language, turning web data into a queryable database-like structure to interact with real-world data efficiently.
Mcp Sdk MCP Server
The standard SDK for building production-ready MCP servers — error handling, validation, logging, and telemetry out of the box
MCP Server GDB
** - A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.
Modao Proto MCP Server
Modao Proto MCP is a standalone MCP (Model Context Protocol) service designed to connect Modao Proto design tools with AI models.
Nutrient DWS MCP Server
📇 ☁️ 🍎 🪟 🐧 - MCP server for the Nutrient DWS Processor API. Conve
Opsintech Platform MCP Server
OpsinTech Platform — An enterprise-grade AI agent platform built on LangGraph, featuring multi-tenant architecture, role-based access control, sandboxed tool execution, and an admin UI for managing models, MCP servers, skills, and tools. Designed for
Reaper Reapy MCP Server
Reaper and MCP or AI integration A Python application for controlling REAPER Digital Audio Workstation (DAW) using the MCP(Model context protocol).
Roomey Ai Voice Agent MCP Server
Roomey is a multi-purpose Voice Agent designed to run your personal and business life.
Sagefs MCP Server
Sage Mode for F# development — REPL with solution or project loading, Live Testing for FREE, Hot Reload, and session management.
Skrills MCP Server
Coordinate skills between Codex, Copilot, and Claude Code. Validates, analyzes, and syncs skills, subagents, commands, and configuration between multiple CLIs.
Stata MCP Server
A lightweight Model Context Protocol (MCP) server for Stata. Execute commands, inspect data, retrieve stored results (r()/e()), and view graphs in your chat interface. Built for economists who want to integrate LLM assistance into their Stata workflo
Unraid MCP Server
A Python-based server that enables AI assistants to interact with an Unraid server through the official Unraid GraphQL API, providing read-only access to system information, Docker containers, VMs, storage, and more.
USolver
A best-effort universal logic and numerical solver interface using MCP that implements the 'LLM sandwich' model to process queries, call dedicated solvers (ortools, cvxpy, z3), and verbalize results.
Apkmcp Auto MCP Server
本项目是一个 Android 逆向工程工具集合，通过 MCP (Model Context Protocol) 协议将 AI 助手（如 Claude）与专业的 Android 反编译工具连接起来，实现智能化的 APK 分析与修改。
Azure Cosmos Mcp Server Samples MCP Server
This repository contains a collection of sample implementations of the MCP across multiple programming languages, all backed by Azure Cosmos DB. These examples demonstrate how to create, query, update, and delete documents using the Azure Cosmos DB S
camofox-mcp
Anti-detection browser automation MCP server. 18 tools wrapping CamoFox REST API with stealth fingerprinting that passes bot detection.
Data.gov.il MCP Server
Enables AI assistants to search, discover, and analyze thousands of datasets from Israel's national open data portal. It provides tools for querying government ministries, municipalities, and public bodies using the CKAN API.
GetNote MCP Server
Enables AI models to interact with the Get笔记 (GetNotes) platform via its Open API. It supports managing notes, organizing knowledge bases, and handling tags through natural language commands.
Getnote MCP Server
GetNote For MCP
Identity Service MCP Server
AGNTCY Identity Service serves as the central hub for managing and verifying digital identities for your Agentic Services.
Mcp Bridge Api MCP Server
MCP Bridge is a lightweight, fast, and LLM-agnostic proxy for connecting to multiple Model Context Protocol (MCP) servers through a unified REST API. It enables secure tool execution across diverse environments like mobile, web, and edge devices. Des
Mcp Cn MCP Server
MCP Hub 中国是一个专注于 Model Context Protocol (MCP) 生态的开源平台。它致力于汇聚全球优质的 MCP 服务,提供一站式的解决方案,包括服务发现、接入指南和使用示例,并建立完善的中文生态,欢迎开发者参与贡献和完善平台功能。
Mcp Config MCP Server
A CLI tool for easy installation of MCP servers and managing their configuration
MCP Design System Extractor
MCP (Model Context Protocol) server that enables AI assistants to interact with Storybook design systems. Extract component HTML, analyze styles, and help with design system adoption and refactoring.
mcp-ssh
Enables secure SSH connections to remote servers for executing shell commands and managing active sessions. It supports authentication via passwords or private keys and provides optional host-based access control.
Mesh Agent MCP Server
🎖️ ⛅️ 🏠 🐍 - Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuati
Miro MCP
📇 ☁️ - Miro MCP server, exposing all functionalities available in official Miro SDK
Svelte5 MCP Server
A specialized Model Context Protocol (MCP) server for Svelte 5 frontend development
Token Enhancer MCP Server
A local proxy that strips web pages down to clean text before they enter your AI agent's context window. 704K tokens → 2.6K tokens. No LLM required.
Awesome Mcp Server MCP Server
All MCP Servers related projects.
Electron MCP Server
A cross-platform desktop application that runs a Model Context Protocol server, allowing AI applications like Claude Desktop to easily connect without requiring npx or Node.js installation.
Linkedin Mcpserver MCP Server
A powerful Model Context Protocol server for LinkedIn API integration
MCP Appium Server
AI-powered mobile automation with Model Context Protocol (MCP) integration. Seamlessly control Android & iOS devices through Appium with intelligent visual element detection and recovery. Built for AI agents like Claude to perform complex mobile test
MCP-Dandan
🐍 📇 🏠 🍎 🪟 🐧 - Real-time security framework for MCP servers that detects and blocks malicious AI agent behavior by analyzing tool call patterns and intent across multiple threat detection engines.
Researcher Agent MCP Server
An application built on the Model Context Protocol (MCP) that transforms any website into highly relevant content based on your queries. The app seamlessly integrates with platforms like X, Slack, and among others.
Siyuan MCP Server
思源笔记MCP / SiYuan MCP Server
todoist-mcp
A Python-based MCP server for Todoist that enables comprehensive task management, including reading, creating, and updating tasks, projects, and comments. It features a specialized rescheduling tool designed to safely preserve reminders and recurring
Toonify MCP Server
Context compression plugin for Claude Code. Trims large JSON, logs, stack traces, and source files before they enter the context window.
Ashra Structured Data Extractor MCP
Extract structured data from any website with a simple SDK call. No scraping code, no headless browsers - just prompt and get JSON.
Bitbucket Server MCP
Facilitates interaction with Bitbucket Server for pull request management using the MCP protocol, supporting operations such as creating, merging, commenting, and reviewing pull requests.
Godoctor MCP Server
A Model Context Protocol server for Go developers
Grapheteria MCP Server
Grapheteria: A structured framework bringing uniformity to agent orchestration!
Mcp Stdio Guard MCP Server
Catch stdout pollution and handshake failures in MCP stdio servers before clients do.
MCP Think Tank
MCP Think Tank is a powerful Model Context Protocol (MCP) server designed to enhance the capabilities of AI assistants like Cursor and Claude. It provides a structured environment for enhanced reasoning, persistent memory, and responsible tool usage.
Ollama MCP Database Assistant
An interactive chat interface that combines Ollama's LLM capabilities with PostgreSQL database access through the Model Context Protocol (MCP). Ask questions about your data in natural language and get AI-powered responses backed by real SQL queries.
Openrouterai MCP Server
MCP server for OpenRouter.ai integration
Powershell Mcp MCP Server
The universal MCP server for Claude Code and other MCP-compatible clients. One installation gives AI access to 10,000+ PowerShell modules and any CLI tool. You and AI collaborate in the same console with full transparency. Supports Windows, Linux, an
Rember MCP
A Model Context Protocol server that allows Claude to create flashcards for Rember, helping users study and remember information through spaced repetition reviews.
Twenty Crm MCP Server
A Model Context Protocol (MCP) server for Twenty CRM integration. Enables natural language interactions with your CRM data through Claude and other AI assistants. Supports CRUD operations, dynamic schema discovery, and advanced search across people,
VSCode Internal Command MCP Server
Converts VSCode into an MCP server that enables external clients to remotely execute VSCode internal commands, query workspace information, and interact with the editor through HTTP streaming. Built on the FastMCP framework with security controls and
Yuque MCP Server
Enables interaction with Yuque (语雀) knowledge base platform through their API. Supports document management, search, and repository operations including creating, reading, updating, and deleting documents in multiple formats.
Ai Forge MCP Server
565 AI-callable tools across 16 MCP servers. Full-pipeline AAA game asset production. Controls Blender, Substance Suite, Maya, Houdini, and Unreal Engine 5. 50 specialized AI agents. One prompt in, game-ready asset out.
Axiom
# Instructions 1. Query Axiom datasets using Axiom Processing Language (APL). The query must be a valid APL query string. 2. ALWAYS get the schema of the dataset before running queries rather than gue
Bing Cn MCP Server
MCP server for bing cn
Garth MCP Server
Get user profile information using Garth's UserProfile data class.
Gemini Cloud Assist MCP Server
An MCP Server for Gemini Cloud Assist; provides tools to assist with your tasks on GCP
HDW MCP Server
A Model Context Protocol (MCP) server that provides comprehensive access to LinkedIn data and functionalities using the Anysite API, enabling not only data retrieval but also robust management of user accounts.
Jimeng MCP Server
一个为即梦AI打造的MCP服务器，让Claude、Cherry Studio等AI应用直接调用即梦的AI生成能力。基于jimeng-free-api-all开源项目，提供OpenAI兼容接口。 核心功能：文本生成图像（即梦4.0/3.1）、图像合成（多图融合）、文本生成视频（480p-1080p）、图像生成视频（静态转动态）。 支持三种模式：stdio（Claude Desktop）、SSE（Web）、HTTP REST API（跨平台）。Docker一键部署，开箱即用。异步轮询优化，确保长时间
Jira MCP Server
Enables AI assistants to interact with Jira Cloud instances for comprehensive issue management including creating, updating, searching issues, managing comments, workflow transitions, and project metadata discovery. Supports JQL queries, user search,
Mcp Clojure Sdk MCP Server
A Clojure SDK to create MCP servers (and eventually clients)
Ocaml Mcp Sdk MCP Server
OCaml SDK for Model Context Protocol using Jane Street's oxcaml_effect library
Tapir Archicad Mcp MCP Server
MCP server that exposes all Tapir commands to AI models through autogenerated tools
Vercel MCP Server
A powerful Model Context Protocol (MCP) server enabling seamless Vercel project management, including deployments, domains, environment variables, and team configurations through Cursor's Composer or Codeium's Cascade.
ynab-mcp
An MCP server that exposes the full YNAB API, allowing LLMs to read and manage budgets, accounts, and transactions through natural language. It features 49 specialized tools for comprehensive financial management, including category updates, money mo
ChuckNorris MCP Server
An experimental MCP gateway that provides specialized LLM enhancement prompts based on the L1B3RT4S repository, primarily intended to enhance weaker models' capabilities.
contentful-mcp
A Model Context Protocol (MCP) server that provides AI assistants with comprehensive tools to interact with Contentful APIs.
Cryptocurrency Market Data MCP Server
Provides real-time and historical cryptocurrency market data through integration with major exchanges. This server enables LLMs like Claude to fetch current prices, analyze market trends, and access detailed trading information.
Echart MCP Server
基于 mcp-go 框架构建的 mcp 服务，它提供了一个能动态生成 ECharts 图表页面的工具。
Kroger MCP Server
A FastMCP server that provides AI assistants like Claude with access to Kroger's grocery shopping functionality through the Model Context Protocol (MCP). This server enables AI assistants to find stores, search products, manage shopping carts, and ac
Medusa MCP Server
A Model Context Protocol server that provides a scalable backend solution for efficient interaction with Medusa's data models through the JavaScript SDK.
Mira MCP Server
🔬 Mobile runtime detection workbench for AI (iOS and Android)
Quick Mcp Example MCP Server
Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.
Sharepoint MCP Server
SharePoint MCP (Model Context Protocol) - A SharePoint connector for LLM applications. Access SharePoint documents and lists through Microsoft Graph API.
Sverklo
Local-first code intelligence MCP server with hybrid BM25 + ONNX vector search, symbol-level impact analysis, diff-aware PR review with risk scoring, and persistent memory tied to git state.
Unsplash Smart MCP Server
AI-powered FastMCP server for intelligent stock photo search, download, and attribution management from Unsplash
Vanta MCP Server
Enables AI assistants to interact with Vanta's security compliance platform to retrieve test results, manage security findings, review controls, and access compliance framework requirements for SOC 2, ISO 27001, HIPAA, and other standards.
Codacy MCP Server
Enables access to Codacy's code quality platform through natural language, providing repository management, security analysis, pull request reviews, and local CLI-based code analysis. Supports comprehensive code quality monitoring including issues, c
Ibkr MCP Server
Interactive Brokers MCP Server for Claude Desktop/Code
Keynote-MCP
A Model Context Protocol server that enables AI assistants to control Apple Keynote presentations through AppleScript automation, supporting comprehensive slide creation, management, and content operations.
Luma MCP Server
Multi-Model Visual Understanding MCP Server, GLM-4.6V, DeepSeek-OCR (free), and Qwen3-VL-Flash. Provide visual processing capabilities for AI coding models that do not support image understanding.多模型视觉理解MCP服务器，GLM-4.6V、DeepSeek-OCR（免费）和Qwen3-VL-Flash
MCP BatchIt
🚀 MCP aggregator for batching multiple tool calls into a single request. Reduces overhead, saves tokens, and simplifies complex operations in AI agent workflows.
mcp-tool-chainer
An MCP (Model Context Protocol) server that chains calls to other MCP tools, reducing token usage by allowing sequential tool execution with result passing
Nutrient Document Engine MCP Server
📇 🏠 🍎 🪟 🐧 - Self-hosted MCP s
Nutrient Document Engine MCP Server
A Model Context Protocol (MCP) server implementation exposes document processing capabilities through natural language, supporting both direct human interaction and AI agent tool calling.
Ontosphere MCP Server
Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs or SPARQL endpoints; author nodes and edges on the canvas; run OWL-RL reasoning; apply multi-algorithm layout and clustering. AI-native via MCP tool surface and relay bridg
OpenZIM MCP Server
Enables AI models to access and search offline Wikipedia and other knowledge bases stored in ZIM format files. Provides intelligent content retrieval, structured browsing, advanced search capabilities, and metadata extraction for comprehensive offlin
Pb MCP Server
MCP server for pb
Publicdotcom MCP Server
MCP server for publicdotcom
shadcn-ui MCP Server
Helps AI assistants access shadcn/ui component documentation and examples through a TypeScript-based MCP server that provides reference information for component details, usage examples, and search capabilities.
solana-mcp-server
🐍 🏠 - Solana blockchain data for AI agents — wallet balances, token
Thoughtbox
next-gen reasoning MCP for agentic AI's Wave Two. successor to Waldzell AI's Clear Thought server.
Trpc Mcp Go MCP Server
Go implementation of the Model Context Protocol (MCP) with comprehensive Streamable HTTP, STDIO, and SSE support.
Voice Call MCP Server
A Model Context Protocol server that enables AI assistants like Claude to initiate and manage real-time voice calls using Twilio and OpenAI's voice models.
better-bear
📇 🏠 🍎 - MCP server for Bear notes via CloudKit — CRUD, tags, TODOs, attachments, search, front matter,
brainstorm-mcp
📇 🏠 🍎 🪟 🐧 - Multi-round AI brainstorming debates between multiple models (GPT, Gemini, DeepSee
Claude Deep Research MCP Server
An MCP (Model Context Protocol) server that enables comprehensive research capabilities for Claude
Gitee
mcp-gitee is a Model Context Protocol (MCP) server implementation for Gitee. It provides a set of tools that interact with Gitee's API, allowing AI assistants to manage repository, issues, pull requests, etc.
HackMD MCP Server
Enables interaction with HackMD via its API to manage personal and team notes. It supports listing, reading, creating, updating, and deleting notes, as well as accessing user history and profile information.
Lighthouse MCP
Enables AI models to perform Google Lighthouse website performance analysis, including Core Web Vitals, accessibility, SEO audits, and actionable optimization recommendations. Provides comprehensive web performance insights through natural language i
Mcp Gitee MCP Server
mcp-gitee is a Model Context Protocol (MCP) server implementation for Gitee. It provides a set of tools that interact with Gitee's API, allowing AI assistants to manage repository, issues, pull requests, etc.
MCP Neo4j Server
This server enables interaction between Neo4j databases and Claude Desktop, allowing users to execute Cypher queries, create nodes, and establish relationships in the database.
mcp-openmsx
A Model Context Protocol (MCP) server for automating openMSX emulator instances. This server provides comprehensive tools for MSX software development, testing, and automation through standardized MCP protocols.
Memory Plus MCP Server
🧠 𝑴𝒆𝒎𝒐𝒓𝒚-𝑷𝒍𝒖𝒔 is a lightweight, local RAG memory store for MCP agents. Easily record, retrieve, update, delete, and visualize persistent 'memories' across sessions—perfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copi
NIST CSF 2.0 Assessment Platform
Enables comprehensive NIST Cybersecurity Framework 2.0 assessments with 40+ MCP tools for maturity scoring, gap analysis, implementation planning, risk assessment, and executive reporting across 740 security questions.
Umbraco CMS MCP Server
Provides AI agents with access to Umbraco CMS Management API for managing documents, media, content types, templates, users, and other back office operations with user permission-based access control.
Windsurf Grpc Api MCP Server
逆向 Windsurf IDE 的完整后端协议，封装成 Python SDK。 从 Language Server 二进制文件中提取了 13 个 gRPC 服务、560+ 个 RPC 方法， 涵盖用户管理、AI 模型调用、聊天补全、团队计费、MCP 插件、实验注入等全部功能。 基于 Connect-protocol（gRPC over HTTP/1.1 + JSON），零依赖，三行代码上手。
A VMware ESXi/vCenter management server
🐍 ☁️ - A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.
calculator
A fully functional calculator server based on Model Context Protocol (MCP), providing rich mathematical operation functions It includes 13 specialized mathematics modules such as basic arithmetic, radical operations, trigonometric functions, logarith
Context Optimizer MCP Server
Provides AI coding assistants with context optimization tools including targeted file analysis, intelligent terminal command execution with LLM-powered output extraction, and web research capabilities. Helps reduce token usage by extracting only rele
Create Mcp App MCP Server
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applications with TypeScript support and modern development tooling
Daipendency
Get the narrative and API documentation for the exact version of any of your dependencies. (Only Rust is supported at the moment.)
Daofy MCP Server
Daofy for Delphi — MCP Server that compiles Delphi projects and queries knowledge base for AI assistants.
Delphi Compiler MCP Server
Enables AI assistants to compile Delphi projects and single units directly through the Model Context Protocol. It features automatic compiler detection via the Windows registry and supports MSBuild with full build event integration.
Deploystack MCP Server
Open source MCP hosting - deploy MCP servers to HTTP endpoints for n8n, Dify, Voiceflow, and any MCP client.
Esxi MCP Server
A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.
Glean MCP Server
A Model Context Protocol server that provides AI assistants with access to Glean's enterprise knowledge features, including content search, people directory, and AI chat capabilities.
GoHighLevel (GHL) MCP Server
GoHighLevel MCP Server — 520+ tools across 40 categories. Voice AI, Proposals, Contacts, Calendars, Conversations, Opportunities, Invoices, Payments, Workflows, Social Media, and more. MCP SDK 1.26, Streamable HTTP, tool annotations.
hwpx-mcp-server
An MCP server for reading, editing, and creating Hangul Word Processor (.hwpx) files. It enables users to extract text, perform find-and-replace operations, and modify font styles through automated XML patching.
Mailgun MCP Server
A Model Context Protocol server implementation that enables AI assistants like Claude Desktop to interact with Mailgun email services, allowing users to send emails and visualize email delivery statistics through natural language.
Mcp Cpp MCP Server
A C++ SDK for the Model Context Protocol (MCP). The SDK will provide a framework for creating MCP servers and clients in C++.
MCP DuckDB Knowledge Graph Memory Server
A memory server for Claude that stores and retrieves knowledge graph data in DuckDB, enhancing performance and query capabilities for conversations with persistent user information.
Mcp Duckdb Memory MCP Server
MCP Memory Server with DuckDB backend
mcp-kubernetes-server
An MCP server that enables AI assistants to interact with Kubernetes clusters by translating natural language into kubectl and Helm operations. It allows users to query, manage, and diagnose Kubernetes resources and cluster states through a seamless
Mkp MCP Server
🏎️ ☁️ - MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It provides tools for listing and applying Kubernetes resources through the MCP protocol.
Ocaml MCP Server
OCaml implementation of the Model Context Protocol (MCP)
Patent Mcp Server MCP Server
FastMCP Server for USPTO data
React Native MCP Server
Provides comprehensive React Native development assistance with expert-level automated code remediation, security vulnerability fixes, performance optimization, and production-ready code generation. Includes testing suite generation, dependency manag
Recraft AI MCP Server
An MCP server that integrates with Recraft AI to enable generation and manipulation of high-quality raster and vector images through tools like image generation, editing, vectorization, background removal, and upscaling.
Roo Code Memory Bank MCP Server
Enables AI assistants to maintain persistent project context across sessions by storing and retrieving structured information in markdown files organized in a memory bank directory.
Scheduler MCP Server
MCP Scheduler is a task automation server that lets you schedule shell commands, API calls, AI tasks, and desktop notifications using cron expressions. Built with Model Context Protocol for seamless integration with Claude Desktop and other AI assist
Shotgrid MCP Server
A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.
Supermcp MCP Server
🚀 SuperMCP - Create multiple isolated MCP servers using a single connector. Build powerful Model Context Protocol integrations for databases (PostgreSQL, MSSQL) with FastAPI backend, React dashboard, and token-based auth. Perfect for multi-tenant app
VRChat MCP Server
A Model Context Protocol server that allows AI assistants to interact with the VRChat API, enabling retrieval of user information, friends lists, and other VRChat data through a standardized interface.
AI Humanizer MCP Server
A powerful Model Context Protocol (MCP) server that helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities.
All Voice Lab MCP Server
Official AllVoiceLab Model Context Protocol (MCP) server, supporting interaction with powerful text-to-speech and video translation APIs.
Arthas Mcp Server MCP Server
Arthas MCP Server is an MCP-based diagnostic toolkit for Java applications, designed for LLM integration. It integrates with Alibaba Arthas so AI assistants can analyze and diagnose Java apps.
Arthas MCP Server
Arthas MCP Server is an MCP-based diagnostic toolkit for Java applications, designed for LLM integration. It integrates with Alibaba Arthas so AI assistants can analyze and diagnose Java apps.
Atlassian Confluence MCP Server
Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard M
Awesome Ai Plugins MCP Server
A curated list of awesome plugins for AI assistants including Claude Code, OpenAI Codex, Gemini, OpenCode and More.
Awesome Re Mcp MCP Server
A curated list of reverse engineering tools with MCP servers
Client MCP Server
Client SDK for AI agents — automatically handles payment challenges from MCP servers
findata-mcp-server
This is an MCP server that provides access to the Alpha Vantage API, allowing stock data retrieval to be used as context to LLMs.
Fossil MCP Server
The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages. MCP server + CLI.
HANA Cloud MCP Server
Enables integration between SAP HANA Cloud Database and Cursor IDE through the Model Context Protocol, providing standardized interfaces for managing ML models and execution contexts.
Hana MCP Server
SAP HANA MCP server — Enterprise Model Context Protocol server for SAP HANA. Use with Claude Code, VS Code. npm: hana-mcp-server
MCP Documentation Service
A Model Context Protocol implementation that enables AI assistants to interact with markdown documentation files, providing capabilities for document management, metadata handling, search, and documentation health analysis.
MCP OAuth Gateway
A transparent proxy server that simplifies authentication by chaining its own OAuth layer with an upstream MCP server's credentials. It manages dual token sets behind a single interface, enabling secure and streamlined access to protected MCP resourc
MCP Server Flomo
A TypeScript-based MCP server that enables users to write text notes directly to Flomo from Claude.
MCP Server Legifrance
A server implementing the Model Context Protocol to allow direct access to French legal resources (laws, codes, case law) from compatible Large Language Models like Claude, enabling interactive legal research through the Legifrance API.
Npm Packages MCP Server
NPM packages for MCP-B: Transport layers, React hooks, and browser tools for the Model Context Protocol
Openproject MCP Server
A Model Context Protocol (MCP) server that provides seamless integration with OpenProject API v3.
Ops Codegraph Tool MCP Server
Code intelligence CLI — function-level dependency graph across 11 languages, 30-tool MCP server for AI agents, complexity metrics, architecture boundary enforcement, CI quality gates, git diff impact with co-change analysis, hybrid semantic search. F
patent-mcp
AI-powered patent search and analysis across 220M+ global patents. Semantic search, prior art discovery, novelty/patentability reports, and patent content retrieval.
Telbot MCP Server
Go-based tool for managing Telkomsel accounts via Telegram Bot, Terminal CLI, or MCP Server (for AI agents).
Tiger Cowork MCP Server
A self-hosted AI workspace unifying chat, code execution, parallel multi-agent orchestration, and project management. Each agent runs on a distinct provider — OpenAI-compatible APIs, Claude Code, or Codex CLI. MCP servers extend the toolbox. Built fo
Today's Headlines MCP Server
A full-featured content management platform for Today's Headlines that supports automated login, content publishing, and data analytics, with complete compatibility with Xiaohongshu's publishing tool format for one-click multi-platform publishing.
touchdesigner-mcp
TouchDesigner Documentation MCP Server v2.6.1 - FIXED Python API tools! Features 629 operators + 14 tutorials + 69 Python API classes with working get_python_api & search_python_api tools. Zero-configuration setup for VS Code/Codium.
Tripadvisor MCP
A Model Context Protocol (MCP) server for Tripadvisor Content API. This provides access to Tripadvisor location data, reviews, and photos through standardized MCP interfaces, allowing AI assistants to search for travel destinations and experiences.
Wandb MCP Server
The official implementation of the W&B Models and Weave MCP server.
Devswarm MCP Server
High-performance MCP server, code graph engine & evolutionary algorithm platform in Zig. 33 tools: GitHub project management, agent swarm orchestration, iterative review-fix loops, blast radius analysis, and code navigation via Model Context Protocol
Globalping
🎖️ 📇 ☁️ - The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world.
Go Crx3 MCP Server
Chrome browser extension tools with MCP integration. Pack, unpack, zip, unzip, download, and manage CRX3 extensions – now AI-compatible via Model Context Protocol.
IMAP MCP Server
Enables comprehensive interaction with IMAP email accounts through 38 tools for reading, searching, and organizing messages. It supports advanced features like real-time mailbox monitoring via IDLE watch and automated email archiving.
Last9 Observability MCP
Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.
MATLAB MCP Server
The MATLAB MCP server provides AI users with powerful scientific computing and data analysis capabilities. It allows users to execute MATLAB code directly in conversations, generate MATLAB scripts from natural language descriptions, and access MATLAB
Mcp Amadeus MCP Server
Amadeus MCP(Model Context Protocol) Server
MCP SSH Server
Enables seamless SSH operations including secure connections, file transfers, interactive shell sessions, and Docker container management on remote servers. Supports both password and SSH key authentication with credential management and connection p
nvim-mcp
🐍 🏠 🐧 - MCP server providing AI assistants with full control of Neovim instances v
Photoshop MCP Server
MCP server for Adobe Photoshop automation - Control Photoshop from AI assistants with 50+ tools for design, image editing, and workflow automation
Pipedrive MCP Server
MCP server for pipedrive
Thoughtful Claude MCP Server
MCP server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine 🤔
ADB MCP Server
Enables interaction with Android devices via the Android Debug Bridge (ADB), allowing users to manage apps, files, and system permissions through natural language commands. It supports core functions like package listing, screen captures, and APK ins
adx-mcp-server
A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces.
Awesome Solana Mcp Servers MCP Server
MCP server for awesome solana mcp servers
Esa MCP Server
Search posts in esa.io. Response is paginated. For efficient search, you can use customized queries like the following: keyword for partial match, 'keyword' for exact match, keyword1 keyword2 for AND
Ferris Search MCP Server
A blazing-fast MCP (Model Context Protocol) server for multi-engine web search, written in Rust.
HoudiniMCP
Connects Houdini to Claude AI through Model Context Protocol, enabling AI-assisted 3D modeling, scene creation, simulation setup, and rendering through natural language commands.
Inkdrop MCP Server
Integrates Inkdrop note-taking app with Claude AI through Model Context Protocol, allowing Claude to search, read, create, and update notes in your Inkdrop database.
LinkedIn Browser MCP Server
A FastMCP-based server that enables programmatic LinkedIn automation and data extraction through browser automation, offering secure authentication and tools for profile operations and post interactions while respecting LinkedIn's rate limits.
Mcp Devkit MCP Server
List styles for a Mapbox account. Use limit parameter to avoid large responses (recommended: limit=5-10). Use start parameter for pagination.
MCP Headless Gmail Server
A headless server that enables reading and sending Gmail emails through API calls without requiring local credentials or browser access, designed to run remotely in containerized environments.
mcp-mermaid-validator
A Model Context Protocol server that validates and renders Mermaid diagrams.
MCP Server Whisper
Enables advanced audio transcription, text-to-speech generation, and audio processing using OpenAI's Whisper and GPT-4o models with support for multiple audio formats, file management, and parallel processing.
MCP ZAP Server
Safe, self-hosted OWASP ZAP operator for guided AI security scans, findings, and reports. Requires a separately running OWASP ZAP daemon.
Mcpn MCP Server
orchestrate & combine prompts + MCP servers into compound MCP tools
Minimax Search MCP Server
MiniMax Search is an MCP (Model Context Protocol) server that provides web search and browsing capabilities.
MSSQL MCP Server
Enables AI assistants to interact with Microsoft SQL Server databases through a standardized interface. Supports executing SQL queries, browsing database schemas, and viewing table data with flexible authentication options for both local and Azure SQ
Org MCP Server
Emacs Org-mode integration with Model Context Protocol (MCP) for AI-assisted task management
Shadcn Svelte MCP Server
Mastra MCP server and tooling for the shadcn-svelte component docs and developer utilities.
Template MCP Server
A production-ready foundation template for building Model Context Protocol (MCP) servers with FastAPI, featuring modular tools, comprehensive testing, and OpenShift deployment configurations. Includes automated transformation scripts to create custom
Trello MCP Server with Python
A powerful MCP server for interacting with Trello boards, lists, and cards via AI Hosts.
Adk Mcp A2A Crash Course MCP Server
This project demonstrates a multi-agent system using Google's Agent Development Kit (ADK), Agent2Agent (A2A) and Model Context Protocol (MCP). that integrates Notion for information retrieval and ElevenLabs for text-to-speech conversion.
Alibaba Cloud RDS OpenAPI MCP Server
A server that provides management and connectivity for Alibaba Cloud RDS database services via OpenAPI, enabling users to create, query, and modify RDS instances through MCP integration.
Azure Ai Agents MCP Server
Model Context Protocol Servers for Azure AI Search
Azure AI Search MCP Server
Enables Claude to search and retrieve documents from Azure AI Search indexes with intelligent summarization and analysis using LangGraph workflows and optional Google Gemini integration.
Chrome Tools MCP Server
An MCP server that provides tools for interacting with Chrome through its DevTools Protocol, enabling remote control of Chrome tabs to execute JavaScript, capture screenshots, monitor network traffic, and more.
Ctxo MCP Server
MCP server for AI coding agents. Instead of reading files one by one, your agent gets dependency graphs, git intent, blast radius, and change health in a single call. Works with any language deep analysis for TypeScript, Go, and C#.
Financial Services Interest Group MCP Server
Financial Services Interest Group
Generative UI MCP
Provides AI models with structured design guidelines and system prompts for creating consistent, high-quality interactive visualizations like charts, diagrams, and mockups. It enables on-demand loading of UI specifications to optimize token usage whi
gotoHuman MCP
** - Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your [gotoHuman](https://www.gotohuman.com) inbox.
Kirby MCP Server
CLI-first MCP server for composer-based Kirby CMS projects — inspect blueprints/templates/plugins, interact with a real Kirby runtime, and use a bundled Kirby knowledge base.
MCP Android Agent
MCP Android agent - This project provides an *MCP (Model Context Protocol)* server for automating Android devices using uiautomator2. It's designed to be easily plugged into AI agents like GitHub Copilot Chat, Claude, or Open Interpreter to control A
Mcp Sdk Functions Hosting Python MCP Server
Repo contains samples and instructions for remote hosting of MCP servers built with the official Anthropic MCP SDKs on Azure Functions.
Mcp Yfinance MCP Server
Real-time stock API with Python, MCP server example, yfinance stock analysis dashboard
NS Travel Information MCP Server
A Model Context Protocol (MCP) server that provides access to NS (Dutch Railways) travel information through Claude AI. This server enables Claude to fetch real-time train travel information and disruptions using the official Dutch NS API.
Openai Codex MCP Server
An MCP server to communicated with, use, and wrap the API for the OpenAI Codex CLI tool.
Openai Mcp Client MCP Server
A rudimentary implementation of Anthropic's Model Context Protocol with OpenAIs Model
Upstash MCP Server
Model Context Protocol (MCP) is a new, standardized protocol for managing context between large language models (LLMs) and external systems. In this repository, we provide an installer as well as an MCP Server for Upstash Developer API's.
Agenttools MCP Server
Implements a model context protocol server using Wolfram Language
AKShare MCP Server
A financial data server that provides real-time and historical data for A-shares, Hong Kong, and US markets using the AkShare library. It enables users to query market quotes, fundamental information, and technical indicators through the Model Contex
Cml MCP Server
An MCP server that provides access to common Cisco Modeling Labs (CML) operations.
Codex Mcp Go MCP Server
codex-mcp-go is a Go-based MCP (Model Context Protocol) server that serves as a bridge for Codex CLI, enabling various AI coding assistants (such as Claude Code, Roo Code, KiloCode, etc.) to seamlessly collaborate with Codex.
DeepSeek-Claude MCP Server
Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine, allowing Claude to tackle complex multi-step reasoning tasks with greater precision.
Deepseek Claude Mcp MCP Server
a MCP server which integrates reasoning capabilities of DeepSeek R1 model into claude desktop app.
GoMCP
🏎️ - A Gin-like framework for building MCP servers in Go. Struct-tag auto schema, middleware chain, auth,
Koppla MCP Server
A Model-Context-Protocol (MCP) Server for Active Directory
Mcp Agent Example MCP Server
A reference repo showing MCP server capabilities and agent integration
MCP Atlassian Server
Integrates with Atlassian Cloud products (Confluence and Jira) to enable AI assistants to search, read, create, and manage pages, issues, comments, attachments, and export content through natural language interactions.
MCP Codebase Index
Enables semantic search across your codebase using Google's Gemini embeddings and Qdrant Cloud vector storage. Supports 15+ programming languages with smart code chunking and real-time file change monitoring.
Mcp Codestyle MCP Server
MCP Codestyle Server 是一个基于 Spring AI 实现的 Model Context Protocol (MCP) 服务器，为 IDE 和 AI 代理提供代码模板搜索和检索工具。该服务从本地缓存查找模板，并在缺失时自动从远程仓库下载元数据和文件进行修复。
MCP Notify Server
A Model Context Protocol service that sends desktop notifications and alert sounds when AI agent tasks are completed, integrating with various LLM clients like Claude Desktop and Cursor.
MCP Security Audit Server
📇 ☁️ A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks.
Mcp Server Notify MCP Server
Send system notification when Agent task is done.
Mcp Zen MCP Server
Enhanced Zen MCP Server with 'zen' default tool and improvements
Mcpwner MCP Server
Model Context Protocol server for autonomous vulnerability discovery
mcpx
A Model Context Protocol server for complete shell and SSH mastery, enabling command execution, interactive sessions, file transfer, and port forwarding with auditing and policy controls.
RDF Explorer
A Model Context Protocol (MCP) server that provides conversational interface for the exploration and analysis of RDF (Turtle) based Knowledge Graph in Local File mode or SPARQL Endpoint mode.
Rhinomcpserver MCP Server
RhinoMCP connects Rhino to Claude AI through the Model Context Protocol (MCP), enabling AI-assisted 3D modeling and architectural design.
Roslynmcp MCP Server
A Model Context Protocol (MCP) server that provides C# code analysis capabilities using Microsoft Roslyn
simulator-mcp-server
📇 🏠 - An MCP server to control iOS Simulators
Wireshark MCP Server
Wireshark MCP 是一个基于 Model Context Protocol (MCP) 的服务器，允许 AI 助手通过 tshark 命令行工具进行交互。该工具提供了丰富的网络数据分析功能，支持实时抓包和离线分析。
Zen MCP Enhanced
An enhanced Model Context Protocol server that enables Claude to seamlessly collaborate with multiple AI models (Gemini, OpenAI, local models) for code analysis and development tasks, maintaining context across conversations.
Awesome Mcp Server Cn MCP Server
A collection of MCP servers for mainland China services. 支持 MCP 的国内服务一览。
Compound MCP Server
Groq Compound Beta MCP Server
CrewAI Enterprise MCP Server
A Model Context Protocol server that enables users to kickoff and monitor deployed CrewAI workflows through Claude Desktop.
drupal-mcp
MCP server for Drupal sites via JSON:API, enabling CRUD operations on nodes, taxonomy terms, and users using natural language.
Enterprise MCP Server
MCP Server for kicking off and getting status of your crew deployments
Evernote MCP Server
Enables Claude to interact with Evernote notes and notebooks, supporting full-text search, note operations (create, read, update, delete), and multiple output formats for both International Evernote and Yinxiang Biji.
fast-filesystem-mcp
📇 🏠 🍎 🪟 🐧 - Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file search, and streaming writes with backu
Gnome MCP Server
Grant the AI octopus access to a portion of your desktop
Image Generation MCP Server
Provides multi-provider image generation with automatic fallback across services like Pollinations.ai, Cloudflare, and Hugging Face. It features specialized pixel art generation, cost tracking, and automatic saving of generated visual assets to disk.
kafka-mcp
🐍 🏠 ☁️ - MCP server for Apache Kafka that allows LLM agents to inspect topics, consumer groups, and safely ma
Knowledge Graph Memory Server
A persistent memory server that implements a local knowledge graph using the Kuzu embedded database to store entities, relationships, and observations. It enables AI models to maintain structured long-term context through searchable nodes and compreh
mlb-api-mcp
Python MCP server that provides comprehensive access to MLB statistics and baseball data through a FastAPI-based interface. Acts as a bridge between AI applications and MLB data sources, enabling seamless integration of baseball statistics, game info
OmniFocus MCP Enhanced
Enhanced Model Context Protocol (MCP) server for OmniFocus with complete subtask support, perspective views (Inbox/Flagged/Forecast/Tags), ultimate task filtering, and direct access to custom perspectives. Seamlessly integrate OmniFocus with Claude A
OPS MCP Server
Provides tools for AI assistants to manage and diagnose MWAA Airflow environments, EMR Serverless jobs, S3 files, and Confluence documentation. It features automated pipeline failure diagnosis and comprehensive log retrieval across these integrated p
perplexity-user-mcp
Perplexity AI search, reasoning, research, and compute - MCP server, dashboard, and multi-IDE auto-config for VS Code.
Serial MCP Server
🦀 📟 - A comprehensive MCP server for serial port communication
Teradata MCP Server
Enables AI agents and users to query, analyze, and manage Teradata databases through modular tools for search, data quality, administration, and data science operations. Provides comprehensive database interaction capabilities including RAG applicati
Teradata MCP Server
The community development of a MCP server for a Teradata database
Vapi MCP Server
Enables integration with Vapi's voice AI platform to manage assistants, create and schedule phone calls with dynamic variables, and manage phone numbers through function calling.
vchart-mcp-server
A Model Context Protocol (MCP) server for the @visactor/vchart that enables AI assistants to generate interactive charts and visualizations.
Wordpress Developer MCP Server
Build WordPress sites with your AI
Zed Mcp Server Sequential Thinking MCP Server
A sequential thinking MCP server extension for Zed
Ai Vision MCP Server
📇 🏠 🍎 🪟 🐧 - Multimodal AI vision MCP server for image, video, and object detection analysis. Enables UI/UX evaluation, visual regression testing, and interface understanding using Google Gemini and Vertex AI.
APIWeaver
A FastMCP server that dynamically creates MCP (Model Context Protocol) servers from web API configurations. This allows you to easily integrate any REST API, GraphQL endpoint, or web service into an MCP-compatible tool that can be used by AI assistan
Ckan MCP Server
MCP server for querying CKAN open data portals (package search, DataStore SQL, organizations, groups, tags)
Dotbot MCP Server
Structured, auditable AI-assisted development for teams. Zero-dependency MCP server, web dashboard, and multi-provider AI CLI support.
gitlab-mcp
This repository contains an implementation of a Model Context Protocol (MCP) server that exposes a subset of the [GitLab REST API](https://docs.gitlab.com/ee/api/) as callable tools. It is implemented in TypeScript using the official MCP SDK and runs
Gradle MCP Server
A Model Context Protocol (MCP) server to enable AI tools to interact with Gradle projects programmatically.
Illustrator MCP Server
mcp server to run scripts on adobe illustrator
iota-agent-mcp
An MCP server that enables AI agents to interact with the IOTA blockchain, supporting wallet management, transaction signing, and Move smart contract development. It provides tools for on-chain queries and CLI operations with a human-in-the-loop secu
Learn Mcp Servers MCP Server
Resources and examples to learn how to use and make MCP servers for data and analytics.
MCP Accessibility Scanner
Enables automated web accessibility scans for WCAG compliance using Playwright and Axe-core, providing visual and JSON reports with remediation guidance.
Mcp Auth Servers MCP Server
🔒 Reference MCP servers that demo how authentication works with the current Model Context Protocol spec.
mcp-pprof-anaylzer
This is a Model Context Protocol (MCP) server implemented in Go, providing a tool to analyze Go pprof performance profiles.
Mcpo Docker Use MCP Server
An example Docker image for mcpo（with npm,curl,nodejs,uv Pre-Built;Pre-Built MCP:amap;baidumap;server-brave-search; tavily;fetch）, a tool that exposes MCP (Model Context Protocol) servers as OpenAPI-compatible HTTP endpoints for OpenWebUI.
metoro-mcp-server
Query and interact with kubernetes environments monitored by Metoro. Look at APM, metrics, traces, profiling information with LLMs.
Minimax MCP Tools
An MCP server implementation that integrates with Minimax API to provide AI-powered image generation and text-to-speech functionality in editors like Windsurf and Cursor.
Model Context Protocol Rb MCP Server
An implementation of the Model Context Protocol in Ruby.
Modelcontextprotocol Jl MCP Server
MCP server for modelcontextprotocol jl
Paddle MCP Server
A Model Context Protocol server that provides tools for interacting with the Paddle Billing API, enabling users to manage products, prices, customers, transactions, subscriptions, and create custom financial reports.
Paystack MCP Server
Paystack's MCP Server for Agents
Pprof Analyzer MCP Server
This is a Model Context Protocol (MCP) server implemented in Go, providing a tool to analyze Go pprof performance profiles.
Roadrecon Mcp Server MCP Server
Claude MCP server to perform analysis on ROADrecon data
Roadrecon MCP Server
🐍 🪟 🏠 MCP server for analyzing ROADrecon gather results from Azure tenant enumeration
XHS MCP
Enables content creators to manage, analyze, and publish Xiaohongshu (Little Red Book) content through browser automation, with built-in templates, data analytics, and scheduling capabilities accessible via CLI or AI assistants.
1Xn Vmcp MCP Server
vMCP - Virtual Model Context Protocol
ads-mcp-server
An MCP server for the NASA Astrophysics Data System (ADS) that enables searching, citation graph traversal, and bibliography management for astrophysics literature. It provides tools for computing citation metrics, resolving astronomical object names
Bitwig MCP Server
MCP Server for Bitwig Studio
buildkite-mcp-server
🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.
Cheat Engine Server Python MCP Server
MCP Cheat Engine Server — provides safe, structured read-only access to memory analysis and debugging functionality through the Model Context Protocol (MCP). For developers, security researchers, and game modders.
Claude Mcp Setup MCP Server
Easy setup script for Anthropic Claude Model Context Protocol (MCP) servers on Windows
Continuum
Automatically extracts architectural decisions, patterns, and insights from Git commits to build a local, structured project memory. It exposes this living context to AI tools via MCP, allowing them to understand the historical reasoning and evolutio
deepseek-mcp-server
📇 ☁️ 🍎 🪟 🐧 - MCP server for DeepSeek AI with chat, reasoning, multi-turn sessions
Domain Availability Checker MCP
🐍 ☁️ - A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.
email-mcp
Multi-account IMAP/SMTP email MCP server with 22 tools — read, send, search, organize, thread, attachments, and batch operations. Features connection pooling, rate limiting, retry with backoff, and OAuth2 device-code flow. Written in Go.
Foundry VTT MCP Bridge
Connects Claude Desktop to Foundry VTT for AI-powered campaign management, enabling natural language interaction with game data including quest creation, character management, compendium searches, and dice rolling. Provides 20 MCP tools for seamless
Langchain Mcp Client MCP Server
This Streamlit application provides a user interface for connecting to MCP (Model Context Protocol) servers and interacting with them using different LLM providers (OpenAI, Anthropic, Google, Ollama).
Langchaingo Mcp Adapter MCP Server
A Go adapter that bridges LangChain Go tools with Model Context Protocol (MCP) servers.
Lisply MCP Server
Model Context Protocol (MCP) server to manage and talk to compliant 'Lisply' lisp-speaking backend services
MCP AI Memory
Enables AI agents to store, retrieve, and manage contextual knowledge across sessions using semantic search with PostgreSQL and vector embeddings. Supports memory relationships, clustering, multi-agent isolation, and intelligent caching for persisten
MCP Cheat Engine Server
Provides safe, read-only access to memory analysis and debugging functionality through the Model Context Protocol, allowing users to examine computer memory for software development, security research, and educational purposes.
Mcp Domain Availability MCP Server
A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.
Mcp Filter MCP Server
A proxy MCP (Model Context Protocol) server that filters the upstream tool surface to just the tools you need.
Meme MCP Server
A Model Context Protocol server for managing, searching, and retrieving local meme images. It automatically hosts memes via a built-in HTTP server to ensure images can be displayed within chat applications.
Peta Core MCP Server
The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based approvals.
Scientific Paper Harvester MCP Server
Provides real-time access to over 200 million scientific papers and full-text extraction from major academic sources including arXiv, OpenAlex, and PubMed Central. It enables users to search, fetch metadata, and analyze citations across multiple rese
Ukrainian Statistics MCP Server
Provides seamless access to official Ukrainian government statistics from the State Statistics Service via their SDMX API. It enables users to query bilingual datasets across domains like energy, demographics, and trade using flexible filtering and m
Venice MCP Server
Venice AI MCP Server for Claude Code, Cline, and AI agents
Vercel Ai Docs MCP Server
A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation. This project enables developers to ask questions about the Vercel AI SDK and receive accurate, contextualized respons
Weather MCP Server
Provides weather information through OpenWeather API, enabling users to get current weather conditions, 5-day forecasts, and perform temperature conversions for any city. Offers a secure interface for AI assistants to access comprehensive weather dat
Any2Markdown MCP Server
一个高性能的文档转换服务器，同时支持 Model Context Protocol (MCP) 和 RESTful API 接口。将 PDF、Word 和 Excel 文档转换为 Markdown 格式，具备图片提取、页眉页脚移除和批量处理等高级功能
better-code-review-graph
Knowledge graph for token-efficient code reviews. Builds a structural map of your codebase with Tree-sitter, tracks changes incrementally, and gives AI agents precise context via MCP tools. Features fixed multi-word search, qualified call resolution,
Coinmarket
🐍 ☁️ - Coinmarket API integration to fetch cryptocurrency listings and quotes
Databricks MCP Server
Enables LLM-powered tools to interact with Databricks clusters, jobs, notebooks, SQL warehouses, and Unity Catalog through the Model Completion Protocol. Provides comprehensive access to Databricks REST API functionality including cluster management,
Email MCP Server
A Model Context Protocol server that provides email access via IMAP and SMTP, enabling AI agents to read, search, send, and manage emails. It features specialized tools for folder management, message retrieval, and replying to threads through a stand
Google Calendar MCP Server
Enables management of Google Calendar events across multiple calendars with natural language support, including searching events, checking availability, creating/updating/deleting events, responding to invitations, and auto-generating Google Meet lin
Home Assistant MCP Server
Enables AI agents to control and monitor Home Assistant smart home devices through natural language interactions. Supports device control, entity state monitoring, history access, and automation generation with both MCP protocol and standalone HTTP R
Homeassistant Server MCP Server
A Model Context Protocol (MCP) server for interacting with Home Assistant. This server provides tools to control and monitor your Home Assistant devices through MCP-enabled applications.
Ledger CLI MCP Server
A Model Context Protocol server for interacting with Ledger CLI, a powerful double-entry accounting system. This server enables Large Language Models to query and analyze financial data through a standardized interface, making it easy for AI assistan
Like I Said Memory MCP Server
Like-I-Said v2 - Advanced MCP Memory and Task Management for LLM's with AI Enhancement and React Dashboard
Mail MCP Tool
An MCP-based email tool that enables AI models to access email services through standardized interfaces, allowing AI assistants to perform various email operations like sending emails, reading inboxes, and handling attachments.
Mcp Databricks MCP Server
MCP Server for Databricks
Mcp Java8 Sdk MCP Server
Backported Model Context Protocol SDK for Java 8
mcp-youtube
Get detailed information about multiple YouTube videos. Returns comprehensive data including video metadata, statistics, and content details. Use this when you need complete information about specific
McpDocServer
A documentation server based on MCP protocol designed for various development frameworks that provides multi-threaded document crawling, local document loading, keyword searching, and document detail retrieval.
meta-ads-mcp
📇 ☁️ - MCP server for Meta Marketing API v25.0 — 123 tools for Facebook & Instagram ad camp
MuseScore MCP Server
A Model Context Protocol server that provides programmatic control over MuseScore through a WebSocket-based plugin system, allowing AI assistants to compose music, add lyrics, navigate scores, and control MuseScore directly.
ShadowGit MCP Server
A Model Context Protocol (MCP) server that provides AI assistants with secure, read-only access to your ShadowGit repositories. This enables powerful debugging and code analysis capabilities by giving AI access to your project's fine-grained git hist
Agentdns Node MCP Server
AgentDNS·Node makes it easy to manage and scale multiple MCP (Model Context Protocol) servers by organizing them into flexible Streamable HTTP (SSE) endpoints—supporting access to all servers, individual servers, or logical server groups.
Codescene MCP Server
The CodeScene MCP Server exposes CodeScene’s Code Health analysis as local AI-friendly tools.
fcpxml-mcp-server
🐍 🏠 🍎 - The first MCP server for Final Cut Pro. 53 tools that parse, e
Fmp MCP Server
Financial Modeling Prep MCP Server
Knowledge Base MCP Server
A zero-dependency MCP server that provides a persistent personal knowledge base for Claude using local JSON file storage. It enables users to manage notes through tools for adding, searching, and indexing content built entirely with Node.js built-ins
Locklens MCP Server
Audit npm, Yarn, and pnpm lockFiles as both an MCP server and a CLI tool.
mcp-openapi-schema
A MCP server that exposes OpenAPI schema information to LLMs like Claude. This server allows an LLM to explore and understand large OpenAPI schemas through a set of specialized tools, without needing to load the whole schema into the context
MCP Server for ArangoDB
This is a TypeScript-based MCP server that provides database interaction capabilities through ArangoDB. It implements core database operations and allows seamless integration with ArangoDB through MCP tools. You can use it wih Claude app and also ext
Mcpapp MCP Server
This text introduces the Model Context Protocol (MCP) for AI interaction, exploring Google Apps Script (GAS) as a server option. It shows feasibility with a sample but notes the lack of a GAS SDK, aiming to encourage understanding and development.
Norman Finance MCP Server
Norman Finance is an accounting and tax filing autopilot designed for entrepreneurs in Germany. The Norman Finance MCP server enables new ways of interacting with Norman Finance's accounting, tax, and invoicing services. Simplifying financial workflo
Norman MCP Server
AI-powered bookkeeping and tax filing automation via MCP for entrepreneurs at the heart of the European economy
nuclei-mcp
An implementation of a Model Context Protocol (MCP) for the Nuclei scanner. This tool enables context-aware vulnerability scanning by intelligently providing models and context to the scanning engine, allowing for more efficient and targeted template
ParaView-MCP
Integrates multimodal large language models with ParaView to enable the creation and manipulation of scientific visualizations using natural language and visual inputs. It features visual feedback capabilities for iterative refinement, making advance
ReactBits MCP Server
A Model Context Protocol server that provides AI assistants with access to ReactBits.dev components - a collection of 135+ animated React components for creative developers.
Steel MCP Server
Enables LLMs like Claude to navigate the web through Puppeteer-based tools and Steel. Based on the Web Voyager framework, it provides tools for all the standard web actions click clicking/scrolling/typing/etc and taking screenshots.
SUMO-MCP Server
Connects LLMs to Eclipse SUMO traffic simulation, enabling AI agents to automate traffic network generation, demand modeling, signal optimization, simulation execution, and real-time TraCI control through natural language.
Talktofigmadesktop MCP Server
A powerful desktop application bridging Figma and AI tools via Model Context Protocol Seamless integration between Figma designs and AI assistants
tavily-search
An MCP server implementation that integrates the Tavily Search API, providing optimized search capabilities for LLMs.
Threat Modeling MCP Server
MCP server for threat modeling
Vault MCP Server
MCP server for vault
Weibo MCP Server
A Model Context Protocol server for scraping Weibo user information, feeds, and search functionality. It helps retrieve detailed user profiles, timeline content, and perform user searches on Weibo.
Zig MCP Server
A Model Context Protocol (MCP) server that provides Zig language tooling, code analysis, and documentation access. This server enhances AI capabilities with Zig-specific functionality including code optimization, compute unit estimation, code generat
arch-mcp
🐍 🏠 🐧 - Arch Linux MCP Server to the Arch Linux ecosystem of the Arch Wiki, AUR, and official repositories for AI-assisted Arch Linux usage on Arch and non-Arch systems. Features include searching Arch Wiki and AUR, getting package info, checking for
Beanquery MCP Server
Beancount MCP Server is an experimental implementation that utilizes the Model Context Protocol (MCP) to enable AI assistants to query and analyze Beancount ledger files using Beancount Query Language (BQL) and the beanquery tool.
Beanquery MCP Server
Beancount MCP Server is an experimental implementation that utilizes the Model Context Protocol (MCP) to enable AI assistants to query and analyze Beancount ledger files using Beancount Query Language (BQL) and the beanquery tool.
Dataproduct MCP Server
A Model Context Protocol (MCP) server for discovering data products and requesting access in Data Mesh Manager, and executing queries on the data platform to access business data.
flightradar24-mcp-server
A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data. Perfect for aviation enthusiasts, travel planners, or anyone curious about flights overhead!
Haskell MCP Server
An Awesome MCP Server Framework for Haskell
linkedin-mcp-server
Post to LinkedIn from Claude — create posts, upload images, edit/delete posts, and manage company pages via natural language. Uses the official LinkedIn REST API with OAuth 2.0.
Manifold MCP Server
Operation-first .NET foundation for generating fast CLI and MCP surfaces from a single definition.
MCP-Airflow-API
Monitor and manage Apache Airflow clusters through natural language queries via MCP tools: DAG inspection, task monitoring, health checks, and cluster analytics without API complexity. * Guide: https://call518.medium.com/mcp-airflow-api-a-model-conte
MCP Google Custom Search Server
A Model Context Protocol server that enables LLMs to perform web searches using Google's Custom Search API through a standardized interface.
mcp-graphql-schema
A MCP server that exposes GraphQL schema information to LLMs like Claude. This server allows an LLM to explore and understand large GraphQL schemas through a set of specialized tools, without needing to load the whole schema into the context
Mcp Made Simple MCP Server
Model Context Protocol (MCP) Made Simple - Code for the tutorial series - focusing on practical ways to understand and use MCP
MCP NMAP Server
Enables AI assistants to perform network scanning operations using NMAP, offering a standardized interface for network analysis and security assessments through AI conversations.
MCP Server Starter
A minimal TypeScript starter template for building Model Context Protocol (MCP) servers with auto-loading architecture for tools, resources, and prompts. Includes code generators, dual transport support (stdio/HTTP), and production-ready structure.
Modsdk Mcp Server MCP Server
Enables document retrieval, code generation, and code review for Minecraft China (NetEase) ModSDK development. It automates the creation of Mod projects, JSON configurations, and Python scripts while ensuring compliance with official development stan
Mowen Notes MCP Server
Enables interaction with Mowen Notes to create, edit, and manage rich text content including file uploads and internal note links. It allows users to manage their notes directly within MCP-compatible environments like Cursor or Claude Desktop.
Mowen MCP Server
墨问笔记API的MCP服务器封装，支持在Cursor、Claude Desktop等MCP客户端中操作墨问笔记
NetEase ModSDK MCP Server
Enables document retrieval, code generation, and code review for Minecraft China (NetEase) ModSDK development. It automates the creation of Mod projects, JSON configurations, and Python scripts while ensuring compliance with official development stan
pdf-mcp
An MCP server that provides tools for reading, writing, and manipulating PDF files, including text extraction, metadata retrieval, and merging or splitting documents. It also enables users to create PDFs from plain text and convert specific pages or
prometheus-mcp-server
A TypeScript-based MCP server that enables users to interact with Prometheus metrics using PromQL queries and discovery tools. It allows LLMs to retrieve time-series data, metadata, alerts, and system status directly from a Prometheus instance.
Readwise Reader MCP Server
Enables Claude to interact with the Readwise Reader API, allowing for saving, listing, updating, and deleting documents with complete metadata and content access through natural language.
roampal-core
🐍 🏠 - Outcome-based persistent memory for AI coding tools. Memories that help get promoted, memo
TaskWarrior MCP Server
An MCP server that enables AI assistants to interact with the Taskwarrior command-line task management tool. It allows users to list, create, modify, and organize tasks using projects, tags, and annotations through natural language.
Todo List MCP Server
A TypeScript-based MCP server that enables users to manage tasks through natural conversation with Claude. Features complete CRUD operations, priority management, tagging, search functionality, and intelligent productivity insights with robust Zod va
TomTom MCP Server
Provides seamless access to TomTom's location services including search, routing, traffic and static maps data, enabling easy integration of precise geolocation data into AI workflows and development environments.
World Bank MCP Server
Server that brings World Bank Open Data to AI assistants. 10 tools · Zero authentication · LRU caching · Sparkline trends · Cross-country comparisons
Algorand MCP
** - A comprehensive MCP server for tooling interactions(40+) and resource accessibility(60+) plus many useful prompts to interact with Algorand Blockchain.
Amazon Ads API MCP
Enables AI applications to interact with Amazon Advertising API through the Model Context Protocol. Supports campaign management, performance reporting, audience targeting, and comprehensive advertising operations across Amazon's advertising ecosyste
Autodesk Fusion 360 Mcp Server MCP Server
MCP server for autodesk fusion 360 mcp server
Awesome Finance MCP Server
A curated list of MCP servers for AI finance agents
Ce Mcp Plugin MCP Server
CE MCP Plugin是一个Cheat Engine插件，它实现了Model Context Protocol (MCP)，允许AI模型与Cheat Engine进行交互。通过这个插件，AI可以使用Cheat Engine的各种功能，如内存读写、进程管理等。
Claude Project Coordinator MCP Server
Claude Project Coordinator is a Swift-powered MCP (Model Context Protocol) server designed to streamline multi-project Xcode development. It lets you track project status, auto-detect frameworks, search code patterns, and maintain a structured develo
DevContext
DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development
Dragon Brain MCP Server
Dragon Brain — persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Claude, Gemini CLI, Cursor, Windsurf, VS Code Copilot. 30 tools, 1121 tes
Dynamic Fastmcp MCP Server
Dynamic FastMCP extends the Model Context Protocol Python server with context-aware tools that adapt their behavior and descriptions based on user, tenant, and request context.
Fal.ai MCP Server
Enables Claude Desktop and other MCP clients to generate images, videos, music, and audio using Fal.ai models. Supports text-to-image generation, video creation, music composition, text-to-speech, audio transcription, and image enhancement through na
Flywheel Memory MCP Server
MCP Memory Server
Infisical MCP Server
A Model Context Protocol server that enables interaction with Infisical APIs for secret management, allowing users to create, update, delete, and list secrets through function calling.
Instagram Engagement MCP
Provides tools for analyzing Instagram engagement metrics, extracting demographic insights, and identifying potential leads from Instagram posts and accounts.
jgrants-mcp
デジタル庁による補助金APIをラップしたMCPサーバーです。
Matrix MCP Server
MCP Server for a Matrix home server integration; chat, manage rooms, etc.
Mcp Nats MCP Server
A Model Context Protocol (MCP) server for NATS messaging system integration
MCP Playground
A demonstration MCP server that provides access to a SQLite employee database with tools for querying users and profiles, sending emails via Mailtrap, and proposing project teams based on employee skills.
Mcp Sync MCP Server
Sync MCP (Model Context Protocol) configurations across AI tools
MCP Tasks
A comprehensive and efficient Model Context Protocol server for task management that works with Claude, Cursor, and other MCP clients, providing powerful search, filtering, and organization capabilities across multiple file formats.
Mcp Tool Filter MCP Server
Ultra-fast semantic tool filtering for MCP (Model Context Protocol) servers using embedding similarity. Reduce your tool context from 1000+ tools down to the most relevant 10-20 tools in under 10ms.
MCP Web Tools
Provides local web search and content fetching capabilities for AI assistants, enabling them to search DuckDuckGo and extract clean text from web pages. All requests originate from the user's machine to ensure direct network control and bypass extern
Pixverse Mcp MCP Server
Official PixVerse Model Context Protocol (MCP) server that enables interaction with powerful AI video generation APIs.
Python notebook mcp
Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and view Jupyter notebooks via Model Context Protocol
Python Notebook MCP Server
Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and view Jupyter notebooks via Model Context Protocol
ThingsPanel MCP
An integration server that connects AI models with ThingsPanel IoT platform, allowing AI assistants to interact with IoT devices through natural language for device control, data retrieval, and management operations.
web-browser-mcp-server
A Minimum Control Program (MCP) server implementation for web browsing capabilities using BeautifulSoup4
a11y-mcp
An MCP server for accessibility auditing that provides WCAG 2.2 criteria lookup, HTML remediation guidance, and automated documentation generation for UI components. It enables users to analyze code snippets for issues and generate professional acces
BinanceMCPServer
Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Designed to support developers building crypto trading AI Agents.
Bluesky MCP Server
Enables AI agents to interact with Bluesky social network through optimized, token-efficient tools for posting, replying, searching, and managing social relationships. Features Windows-compatible implementation with context cleanup to minimize LLM to
Bm25 Turbo Rust Python Wasm Cli MCP Server
The fastest BM25 scoring engine: 2,300x faster than BM25S. 28K QPS on 8.8M docs. 5 BM25 variants (Robertson, Lucene, ATIRE, BM25L, BM25+). Memory-mapped persistence, BMW pruning, streaming indexing. Built-in HTTP server, MCP tool, HuggingFace Hub int
claude-mcp-server
A Model Context Protocol server that enables Claude AI to interact with Paybyrd's payment processing API, allowing for creating payment links, processing refunds, and retrieving order information.
Codebase Context
📇 🏠 🍎 🪟 🐧 - Local MCP server that shows AI agents which patterns your team actuall
Dev.to MCP Server
Enables interaction with the dev.to platform through its public API. Allows users to retrieve articles, user profiles, tags, comments, and perform article searches without requiring authentication.
Grist MCP Server
An MCP server for interacting with the Grist API, enabling language models to manage organizations, documents, tables, and records. It supports advanced features like SQL querying, data filtering, and attachment management for comprehensive Grist dat
Grist MCP Server
MCP server implementation for Grist API integration
Korean Contracts MCP Server
한국 사업자용 계약서 자동 생성 Claude Code 스킬. 9종 계약서(근로·알바·유연·일용·프리랜서·외주·변경·연봉) + MCP 개인정보 보호 서버. 2026 최저임금·최신 대법원 판례 반영.
Lib El MCP Server
Emacs Lisp implementation of the Model Context Protocol
Mcp Agents Hub MCP Server
The open-source ecosystem for building, discovering, and deploying Model Context Protocol servers and clients.
Mcp Servers Kagi MCP Server
A Model Context Protocol server implementation for Kagi's API
Mcpetool MCP Server
get/put/delete cli and http API for Minecraft Bedrock Edition world directories
Mcpp Net MCP Server
Model Context Protocol Platform，统一管理你的MCP服务
Mcptoolbenchpp MCP Server
MCPToolBench++ MCP Model Context Protocol Tool Use Benchmark on AI Agent and Model Tool Use Ability
Nepseapi Unofficial MCP Server
Unlock Nepal Stock Exchange (NEPSE) data with this powerful unofficial API. Features REST, WebSocket, and a first-of-its-kind Model Context Protocol (MCP) server, enabling AI models like Claude to perform live market analysis with over 20 specialized
OPNsense MCP Server
A modular MCP server that provides access to over 2,000 OPNsense firewall management methods through 88 specialized tools. It enables AI assistants to securely manage firewall rules, network interfaces, and system diagnostics using a type-safe TypeSc
Pandas MCP Server
MCP server for pandas
Prism Mcp Rs MCP Server
Enterprise-grade Rust implementation of Anthropic's MCP protocol
product-hunt-mcp
🐍 🏠 - MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.
PyAutoGUI MCP Server
Provides automated GUI testing and control capabilities through an MCP server that enables mouse movements, keyboard input, screen captures, and image recognition across Windows, macOS, and Linux.
Revitmcp MCP Server
model context protocol for Autodesk Revit
salesforce-mcp
MCP server that enables AI assistants to interact with Salesforce orgs through the Salesforce CLI, providing tools for Apex execution, SOQL queries, metadata management, code analysis, and development automation.
Thingspanel MCP Server
This MCP server integrates ThingsPanel IoT platform with AI models like Claude, GPT, and others that support the Model Context Protocol.
Vue Mcp Next MCP Server
Vue MCP Next bridges AI agents with Vue.js applications, enabling real-time component state inspection and manipulation through the Model Context Protocol. Built for AI-assisted development workflows
Whimsical MCP Server
Enables programmatic creation of Whimsical diagrams from Mermaid markup generated by AI models like Claude through the Model Context Protocol.
X64Dbg Mcp MCP Server
MCP server for x64dbg — 152 AI-powered debugging tools. Works with Claude, Cursor, Windsurf, Cline. Reverse engineering with AI.
Code Research MCP Server
Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.
Cursor MCP Server
Cursor MCP Server implementation
For Oscal MCP Server
OSCAL tools for AI agents
Fusion360 Claude Ultimate MCP Server
🤖 Control Fusion 360 with natural language through Claude Desktop using MCP (Model Context Protocol). Create, manipulate and modify 3D objects by simply describing what you want to do. French-localized adaptation of Kanbara Tomonori's original concep
Google Apps Script MCP Server
Enables comprehensive management of Google Apps Script projects, including project creation, file operations, and web app deployments. It features a security-first design with encrypted property management and automated security auditing for GAS envi
grafana-mcp-analyzer
让AI助手直接分析你的Grafana监控数据 - A Model Context Protocol server for Grafana data analysis
IP Geolocation MCP Server
An MCP (Multi-Agent Conversation Protocol) server that enables natural language interaction with the AbstractAPI geolocation service, allowing users to retrieve geographic information about IP addresses.
Ipinfo MCP Server
IP Geolocation Server for MCP
Learn Model Context Protocol With Python MCP Server
Learn Model Context Protocol with Python, published by Packt
Mcp Cursor Tool Starter MCP Server
MCP server for mcp cursor tool starter
Mcp Js MCP Server
MCP server that exposes a V8 JavaScript runtime as a tool for AI agents like Claude and Cursor. Supports persistent heap snapshots via S3 or local filesystem, and is ready for integration with modern AI development environments.
MCP-Logic
Enables first-order logic reasoning including theorem proving, model finding, counterexample detection, and category theory diagram verification using pure TypeScript with no external dependencies.
mcp-osint-server
MCP server to perform various OSINT tasks by leveraging common network reconnaissance tools.
MCP Server for OSCAL
Provides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance
Mcp Sitecore MCP Server
A Model Context Protocol server for Sitecore
MCP_Tools
A general-purpose MCP server with utility tools including datetime information, safe math calculations, text statistics, JSON extraction, knowledge base search, and HTTP GET requests. It demonstrates server-side MCP implementation and can be connecte
openrpc-mpc-server
A Model Context Protocol (MCP) server that provides JSON-RPC functionality through OpenRPC.
Packet Tracer MCP
An MCP server that allows LLMs to create, configure, validate, and explain Cisco Packet Tracer network topologies. It provides a comprehensive suite of tools for generating deployment scripts, CLI configurations, and automated network troubleshooting
PDF RAG MCP Server
Enables intelligent search and question-answering over PDF documents using semantic similarity and keyword search. Supports OCR for scanned PDFs, persistent vector storage with ChromaDB, and maintains source tracking with page numbers.
Pdf Rag MCP Server
PDF RAG server for cursor.
PlantUML MCP Server
Converts PlantUML snippets into shareable diagrams with support for capability landscapes, business scenarios, and ArchiMate diagrams. Supports HTTP, SSE, and STDIO transports for integration with Claude Desktop, Flowise, and other MCP-compatible run
Rootly MCP server
Manage incidents from your IDE. An MCP server allowing to pull out incidents and their associated metadata using Rootly API.
Rootly MCP Server
Rootly MCP server
Solana Model Context Protocol (MCP) Demo
A simple MCP server implementation that provides AI models with basic Solana RPC methods and helpful development prompts.
Supertag Cli MCP Server
CLI for Tana integration - query, create, sync, and manage Tana workspaces with semantic search and MCP Server
TaskMaster
📇 ☁️ 🏠 - AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage.
Vs Mcpserver MCP Server
VS MCP Server exposes Visual Studio features through the Model Context Protocol (MCP), enabling AI assistants like Claude to interact with your IDE programmatically. Open files, read code, build projects, and more - all through natural conversation!
Wikidata MCP Server
Connects LLMs to Wikidata's structured knowledge base using a hybrid architecture that optimizes for both fast entity searches and complex relational queries. It provides tools for entity and property retrieval, metadata lookups, and direct SPARQL ex
Wwise Mcp MCP Server
Wwise-MCP is a Model Context Protocol (MCP) server that enables large language models (LLMs) to interact with the Wwise Authoring application. It exposes a set of tools built on a custom Python WAAPI library, allowing MCP clients such as Claude or Cu
YepCode MCP Server
An MCP server that enables AI platforms to interact with YepCode's infrastructure, allowing LLM-generated scripts to run on YepCode and turning YepCode processes into powerful tools that AI assistants can use directly.
AnkiMCP Server
Exposes Anki flashcard collections to AI assistants via MCP, enabling AI-powered study sessions, card creation, deck management, and review workflows. Supports comprehensive collection operations including search, media management, and note type cust
arxiv-mcp
Provides tools to search for arXiv papers, retrieve full-text HTML content via ar5iv, and download papers as PDFs. This server enables LLMs to find and interact with scientific research literature through a standardized interface.
ClickUp MCP Sedrver
ClickUp MCP Server enables AI assistants to seamlessly interact with your ClickUp workspace. This powerful integration allows Claude to create and manage tasks, access documents, organize folders and lists, add comments, and handle checklists—all thr
Comfy MCP Server
The Comfy MCP Server uses the FastMCP framework to generate images from prompts by interacting with a remote Comfy server, allowing automated image creation based on workflow configurations.
Fusion MCP Server
A model context protocol (MCP) server for Autodesk Fusion that provides resources and tools from ADSK to an AI client such as Claude or Cursor.
Groq MCP Server
Groq MCP server
Help Scout MCP Server
Connects Claude and other AI assistants to Help Scout customer support data with advanced search capabilities, conversation analysis, and enterprise-grade security features including PII redaction.
Jina AI MCP Tools
Integrates Jina AI Search Foundation APIs to provide web page content extraction and search capabilities. It supports automatic pagination, result caching, and both standard and VIP search endpoints for enhanced information retrieval.
Jina Mcp Tools MCP Server
A Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.
Keycloak MCP Server
MCP server implementation for Keycloak user management. Enables AI-powered administration of Keycloak users and realms through the Model Context Protocol (MCP). Seamlessly integrates with Claude Desktop and other MCP clients for automated user operat
Keycloak MCP Server
An MCP server for Keycloak, designed to work with Keycloak for identity and access management, covering, Users, Realms, Clients, Roles, Groups, IDPs, Authentication. Searching keycloak discourse, Native builds available.
Kong Konnect MCP Server
A Model Context Protocol server enabling AI assistants to interact with Kong Konnect's API Gateway, providing tools to query analytics data, inspect configurations, and manage control planes through natural language.
mcp-server-leetcode
📇 ☁️ - An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.
Mcp Django MCP Server
MCP server for Django integration with LLM assistants
mcp-flight-search
A Model Context Protocol Server search realtime flight detail with multiple fligh carrier, price , stop , time duration for any given date using simple prompt
mcp-mermiad
📇 ☁️ 🍎 🪟 🐧 - AI-powered Mermaid diagram generation with 22+ diagram types including flowcharts, sequence diagrams, class diagrams, ER diagrams, architecture diagrams, state machines, and more. Features 50+ pre-built templates, advanced layout engines
Mcp Rails Template MCP Server
A minimal Rails API template for creating MCP (Model Context Protocol) servers with robust tool execution capabilities and examples.
Mcp Zero MCP Server
Model Context Protocol (MCP) server for go-zero framework - Generate APIs, RPC services, and models with AI assistance.
midi-mcp
An MCP server that enables AI models to control electronic music instruments by sending MIDI messages to hardware synths and drum machines. It supports various MIDI commands including notes, control changes, and system exclusive messages through USB
pbixray-mcp-server
MCP server to give llms such as Claude, GitHub Copilot etc full PowerBI model context (from input .pbix) through tools based on PBIXRay python package.
pfc-mcp
MCP server that gives AI agents full access to ITASCA PFC - browse documentation, run simulations, capture plots, all through natural conversation. Built on the Model Context Protocol, pfc-mcp turns any MCP-compatible AI client (Claude Code, Codex CL
Repl MCP Server
Model Context Protocol Clojure support including REPL integration with development tools.
Ue5 MCP Server
Python-based MCP server for Unreal Engine 5 Blueprints. Enables LLM-powered editing of Blueprints, graphs, variables, functions, and components.
WebScraping-AI MCP Server
A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capabilities.
agentmako
📇 🏠 🍎 🪟 🐧 - Local-first codebase intelligence engine. Gives coding agents structured context packets, i
Arcgis Pro Bridge Mcp Server MCP Server
ArcGIS Pro Bridge MCP Server 是一个让 AI 客户端连接本机 ArcGIS Pro 的 MCP Server。
Better Auth MCP Server
Enables enterprise-grade authentication management with secure credential handling and support for multi-protocol auth, complete with tools for analyzing, setting up, and testing authentication systems.
Dify MCP Server
A server implementation that enables integration of Dify workflows with Model Context Protocol (MCP), allowing users to access Dify's capabilities through MCP-compatible clients.
Elysia MCP Plugin
A comprehensive ElysiaJS plugin for building Model Context Protocol (MCP) servers with HTTP transport, session management, and support for tools, resources, and prompts.
Gatekit MCP Server
A hackable Model Context Protocol (MCP) gateway
GitHub Actions MCP Server
An MCP server that enables AI assistants to manage GitHub Actions workflows by providing tools for listing, viewing, triggering, canceling, and rerunning workflows through the GitHub API.
Google Custom Search Engine MCP Server
Enables search capabilities using a Google Custom Search Engine, allowing users to input a search term and retrieve search result titles, links, and snippets, while facilitating integration with other tools for content extraction and advanced search
Help Scout MCP Server
MCP server for Help Scout - search conversations, threads, and inboxes with AI agents
Inkmcp MCP Server
Inkscape MCP Server - Control Inkscape through AI assistants via Model Context Protocol
Kuzu MCP server
This server enables natural language interaction between a user and their Kuzu databases using clients like Claude Desktop or Cursor, allowing LLMs to retrieve the database schema, execute Cypher queries, create nodes, and establish relationships in
Mache MCP Server
IDE-style navigation for structured data — code, JSON, YAML. Jump to definitions, find callers, follow references. Available as an MCP server or a mounted folder.
Mcp Anywhere MCP Server
A unified gateway for Model Context Protocol (MCP) servers that lets you discover, configure, and access MCP tools from any GitHub repository through a single endpoint.
MCP Server for iOS Simulator
A bridge between iOS simulators and the Model Context Protocol, enabling programmatic control of iOS simulators through standardized communication interfaces.
Mcp Test Servers MCP Server
MCP server for mcp test servers
MCPollinations Multimodal MCP Server
A Model Context Protocol (MCP) server that enables AI assistants to generate images, text, and audio through the Pollinations APIs. Supports customizable parameters, image saving, and multiple model options.
MITRE ATT&CK MCP Server
Provides comprehensive access to the MITRE ATT\\&CK knowledge base with 50+ tools for querying threat actors, malware, and techniques, including automatic ATT\\&CK Navigator layer generation for threat analysis and visualization.
Mitre Attack MCP Server
A Model-Context Protocol server for the MITRE ATT&CK knowledge base
Prefect MCP Server
MCP server for prefect
pyResToolbox MCP Server
Model Context Protocol (MCP) server for AI-powered reservoir engineering calculations. Integrates pyResToolbox with Claude AI for PVT analysis, well performance, simulation support, and more. 47 production-ready tools using industry-standard correlat
Pyrestoolbox MCP Server
Model Context Protocol (MCP) server for AI-powered reservoir engineering calculations. Integrates pyResToolbox with Claude AI for PVT analysis, well performance, simulation support, and more. 47 production-ready tools using industry-standard correlat
Python Dependency Manager Companion
Provides up-to-date Python package manager commands by cross-referencing official pip, poetry, uv, and conda documentation with automatic weekly updates.
Qdrant Loader MCP Server
Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semanti
Redteam Agent MCP Server
RedTeam-Agent: AI-Powered Autonomous Red Team Framework via Model Context Protocol. AI红队与内网渗透自动化框架，支持 gogo, fscan, httpx, nuclei, impacket, playwright 等 15+ 渗透工具，让 LLM 直接化身安全审计黑客。
SearXNG MCP Server
Integrates with SearXNG metasearch engine to provide powerful web search capabilities across multiple search engines with filtering options for categories, languages, time ranges, and safe search levels. Enables comprehensive web searches, autocomple
Sequential-Thinking
A MCP server that implements sequential thinking protocols, provides structured problem-solving methods, decomposes complex problems into manageable steps, and supports iterative optimization and alternative reasoning paths.
Shell MCP Server
A secure server that enables AI applications to execute shell commands in specified directories, supporting multiple shell types (bash, sh, cmd, powershell) with built-in security features like directory isolation and timeout control.
Shodan MCP Server
Enables comprehensive security reconnaissance, vulnerability assessment, and threat intelligence gathering by integrating Shodan's API. It provides tools for searching internet-connected devices, performing DNS operations, and querying the Shodan exp
Specialagentplugin MCP Server
SpecialAgent is an Unreal Engine 5 plugin that implements a Model Context Protocol (MCP) server, allowing Large Language Models like Claude to programmatically interact with UE5 projects. With 71+ tool endpoints across 14 service categories, LLMs gai
SSH MCP
A Model Context Protocol (MCP) server that provides SSH access to remote servers, allowing AI tools like Claude Desktop or VS Code to securely connect to your VPS.
mcp-server-webcrawl
Bridge the gap between your web crawl and AI language models. With mcp-server-webcrawl, your AI client filters and analyzes web content under your direction or autonomously, extracting insights from your web content. Supports WARC, wget, InterroBot,
Xero Agent Toolkit MCP Server
A collection of examples demonstrating how to build AI agents that integrate with the Xero API using various agentic frameworks and the Xero MCP (Model Context Protocol) Server.
Agentic Mcp Client MCP Server
A standalone agent runner that executes tasks using MCP (Model Context Protocol) tools via Anthropic Claude, AWS BedRock and OpenAI APIs. It enables AI agents to run autonomously in cloud environments and interact with various systems securely.
mcp-server-aistor
Official MCP server for AIStor
android-mcp-server
📇 🏠 - 21-tool Android device control via ADB — screenshots with comp
Autocad MCP Server
🏗️ Python MCP server for AutoCAD automation - Create walls, doors, windows & building structures programmatically via COM interface with intelligent layer management
Bgg MCP Server
BGG MCP provides access to BoardGameGeek and a variety of board game related data through the Model Context Protocol. Enabling retrieval and filtering of board game data, user collections, and profiles.
Codearkt MCP Server
Implementation of the CodeAct agentic framework with Docker containers for security, MCP servers for tool integrations, and multi-agent support.
dap-mcp
An implementation of the Model Context Protocol (MCP) that enables interaction with debug adapters, allowing language models to control debuggers, set breakpoints, evaluate expressions, and navigate source code during debugging sessions.
DataWorks MCP Server
** - A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Aliyun Open API and enables AI agents to perform cloud re
DexPaprika (CoinPaprika)
🎖️ 📇 ☁️ 🍎 🪟 🐧 - Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents sta
Gemini Superclaude MCP Server
A **complete rewrite** of the original SuperClaude MCP server with intelligent command routing, dynamic persona switching, and real MCP server orchestration for Gemini CLI.Th
Headless IDA MCP Server
A server that provides remote binary analysis capabilities through IDA Pro's headless mode, allowing users to manage and manipulate functions, variables, and other binary elements via the Multi-Client Protocol.
Headless Ida MCP Server
headless-ida-mcp-server
Health Auto Export MCP Server
An MCP server that provides Apple Health data via the Health Auto Export app for iOS
jdwp-mcp
Сonnects to live JVMs via JDWP protocol, enabling LLM agents to autonomously debug Java applications — attach to a running process, pause threads, set breakpoints (including conditional), inspect stacks with auto-resolved object fields, evaluate meth
Kicad MCP Server
🔌 MCP server for KiCad EDA - Analyze schematics & PCBs, trace pin-level connections, automate design editing. Works with any MCP-compatible AI tool
MCP API Gateway
A unified local API gateway providing caching, rate limiting, and full Model Context Protocol compatibility for AI agent integration. It enables users to aggregate multiple API endpoints into a single gateway with built-in observability and customiza
Mcp Boe MCP Server
MCP server para el BOE 🇪🇸 — Acceso a legislación consolidada, sumarios diarios y tablas oficiales del Boletín Oficial del Estado mediante Model Context Protocol y API REST.
MCP Databricks Server
Model Context Protocol (MCP) server for Databricks that empowers AI agents to autonomously interact with Unity Catalog metadata. Enables data discovery, lineage analysis, and intelligent SQL execution. Agents explore catalogs/schemas/tables, understa
Mcp For Security Python MCP Server
一个为主流渗透测试工具打造的MCP服务器集合。 | A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate security testing and penetration testing into AI workflows.
mcp-search-linkup
Give Claude access to real-time knowledge and premium content. Get rid of Claude's cutoff data and transform Claude's responses with current events, and trusted, premium sources through Linkup's powerful search capability.
MCP Server Office
A server providing tools to read, write, and edit Microsoft Word (docx) files through the Model Context Protocol, allowing operations like complete document reading, content creation, targeted paragraph editing, and text insertion.
Mcp Server Unified Deployment MCP Server
MCP Server Unified Deployment Open Source Project
Mmcp MCP Server
🛠️ Manage your MCP (Model Context Protocol) server definitions in one place and apply them to supported agents.
Nacos Istio MCP Server
Nacos integrate with Istio as a MCP server
OpenRouter MCP Multimodal Server
MCP server for OpenRouter — chat with 300+ LLMs (Claude, Gemini, GPT), analyze images / audio / video, generate images / speech / music / video (Veo 3.1, Sora, Seedance, Wan) from Claude Desktop, Cursor, Kiro, VS Code.
Openrouter Mcp Multimodal MCP Server
MCP server for OpenRouter — chat with 300+ LLMs (Claude, Gemini, GPT), analyze images / audio / video, generate images / speech / music / video (Veo 3.1, Sora, Seedance, Wan) from Claude Desktop, Cursor, Kiro, VS Code.
Pwndoc MCP Server
An MCP Server for Pwndoc (Pentesting Reporting Tool)
QMT-MCP-Server
A server application that enables large language models to execute stock trading operations through QMT trading system, providing functionality for account queries, position management, and order placement.
Qmt MCP Server
QMT-MCP-Server
Storm MCP Server
An open protocol server that implements Anthropic's Model Context Protocol to enable seamless integration between LLM applications and RAG data sources using Sionic AI's Storm Platform.
Storyblok MCP Server
📇 ☁️ - MCP server for the Storyblok headless CMS with 160 tools across
substack-mcp
📇 ☁️ - MCP server for Substack — read posts, manage drafts, publish Notes, get comments, a
Zillow MCP Server
Zillow MCP Server for real estate data access via the Model Context Protocol
A2A Langgraph Boilerplate MCP Server
a boilerplate for developers who want to start building an AI agent cluster with A2A and MCP servers integration faster and more efficiently.
Agience Core MCP Server
The operating system that AI workflows trust. Structure messy inputs. Establish identity. Track provenance. Build the durable data layer your AI workflows need to be trusted, reusable, and auditable.
APS MCP Server
Experimental Node.js server implementing the Model Context Protocol for accessing Autodesk Platform Services API with fine-grained access control using Secure Service Accounts.
ClickUp MCP Server
Provides comprehensive tools for AI systems to manage ClickUp tasks, lists, folders, and workspaces through the Model Context Protocol. It enables automated task creation, status updates, subtask management, and custom field manipulation using natura
Crypto Price & Market Analysis MCP Server
A Model Context Protocol (MCP) server that provides comprehensive cryptocurrency analysis using the CoinCap API. This server offers real-time price data, market analysis, and historical trends through an easy-to-use interface.
Cyberchef Api MCP Server
🐍 ☁️ - MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.
Datawrapper MCP Server
A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants.
Fsi MCP Server
A wrapper around F# interactive (fsi) that exposes an MCP server endpoint for AI agents allowing for fsi IO.
HAL (HTTP API Layer)
Make an HTTP GET request to a specified URL. Supports secret substitution using {secrets.key} syntax where 'key' corresponds to HAL_SECRET_KEY environment variables.
korean-dart-mcp
Enables AI assistants to analyze Korean financial disclosures (DART) with insider trading signals, accounting risk scores, Buffett-style quality checklists, and automatic conversion of HWP/PDF attachments to markdown.
Mcp Client Server Host Demo MCP Server
A quick pokemon demo to showcase MCP server, client, and host
MCP Code Analyzer
An orchestrator that coordinates multiple security and quality tools like Semgrep and ESLint to provide comprehensive code analysis and scoring. It enables users to perform vulnerability scanning, architecture metrics, and impact analysis through CLI
MCP Server AntV
A Model Context Protocol server that provides AntV visualization library documentation and code examples to AI assistants, supporting G2, G6, and F2 libraries for data visualization workflows.
MCP Think Tool Server
Implements Anthropic's 'think' tool for Claude, providing a dedicated space for structured reasoning during complex problem-solving tasks that improves performance in reasoning chains and policy adherence.
Mcp Wireshark MCP Server
An MCP server that integrates Wireshark/tshark with AI tools and IDEs. Capture live traffic, parse .pcap files, apply display filters, follow streams, and export JSON - all via Claude Desktop, VS Code, or CLI. Cross‑platform, typed, tested, and pip‑i
MCPMC (Minecraft MCP)
Enables AI agents to control Minecraft bots through a standardized JSON-RPC interface.
Middy MCP Server
Middy middleware for Model Context Protocol server hosting on AWS Lambda
National Parks MCP Server
Provides access to the National Park Service API to search for U.S. national parks, view park details, check alerts and closures, find visitor centers, campgrounds, and upcoming events.
Okta MCP Server
Enables LLM agents to manage Okta organizations through natural language, providing full CRUD operations for users, groups, applications, policies, and system logs via Okta's Admin Management APIs.
Outlook Calendar MCP
The Outlook Calendar MCP enables Claude to directly manage Microsoft Outlook calendars on Windows systems, offering a privacy-focused solution that keeps all data local. Users can view events, create meetings, find free time slots, and manage multipl
Predictive Maintenance MCP Server
AI-Powered Predictive Maintenance & Fault Diagnosis through Model Context Protocol. An open-source framework for integrating Large Language Models with predictive maintenance and fault diagnosis workflows.
SillyTavern MCP Server
Enables external tool registration and execution through WebSocket-based communication, providing a unified interface for real-time tool management within SillyTavern.
Velociraptor MCP Server
Repo to hold mcp server for velociraptor
Xiaozhi Mcptools MCP Server
一个图形化界面的小智MCP服务连接器，包含多种工具！ 自动部署服务，方便小白给小智Ai添加MCP工具
Xmind Generator MCP Server
An MCP server that allows LLMs to create structured Xmind mind maps with hierarchical topic structures, supporting features like notes, labels, and markers.
Aio MCP Server
🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows. Folk from https://github.com/nguyenvanduocit/all-in-one-model-context-protocol
Amazonseller MCP Server
MCP server for amazonseller
Apollo.io MCP Server
Enables AI assistants to interact with Apollo.io API for sales and marketing activities. Provides tools to search for companies and contacts, enrich person and organization data, and manage accounts with comprehensive lead generation capabilities.
Autotask MCP Server
Provides AI assistants with direct access to Autotask PSA for MSP operations. Enables natural language interaction for ticket management, time logging, company lookups, project tracking, and billing review through 39 comprehensive tools.
Blockscout MCP Server
A server that exposes blockchain data (balances, tokens, NFTs, contract metadata) via the Model Context Protocol, enabling AI agents and tools to access and analyze blockchain information contextually.
Browser Agent MCP
A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities. This agent enables Claude to interact with web content, manipulate DOM elements, execute JavaScript, and perform API requests.
ChatSpatial
Natural language-driven spatial transcriptomics analysis via MCP. Integrates 60+ methods for preprocessing, visualization, spatial statistics, cell communication, deconvolution, and trajectory analysis.
Chatwork MCP Server
ChatworkをAIから操作するためのMCP(Model Context Protocol)サーバー
Context Pods
Context-Pods is a comprehensive development framework for creating, testing, and managing Model Context Protocol (MCP) servers. It provides a Meta-MCP Server that can generate other MCP servers through natural language descriptions or by wrapping exi
crawl-mcp-server
An MCP server for web content extraction that converts HTML pages into clean, LLM-optimized Markdown using Mozilla's Readability. It supports batch processing, intelligent multi-page crawling, and configurable caching while respecting robots.txt stan
Datascript MCP Server
🚀 Datascript MCP Server
decisionnode/DecisionNode
📇 🏠 🍎 🪟 🐧 - Record development decisions as structured JSON, embed as vectors v
Diy MCP Server
DIY (Do It Yourself) - MCP (Model Context Protocol)
Documentation Crawler & MCP Server
This project provides a toolset to crawl websites wikis, tool/library documentions and generate Markdown documentation, and make that documentation searchable via a Model Context Protocol (MCP) server, designed for integration with tools like Cursor.
EntraID MCP Server
A modular server for interacting with Microsoft Graph API that enables management of users, groups, applications, sign-in logs, MFA status, and other Azure AD resources through natural language commands.
Entraid MCP Server
MCP server for interacting with EntraID through Microsoft Graph API.
Guidance For Vibe Coding With Aws Mcp Servers MCP Server
Hands-on guidance for AI-accelerated AWS development using AWS MCP Servers. Learn to leverage AI coding assistants to enhance your development workflows with AWS best practices.
Hasmcp Ce MCP Server
HasMCP Community Edition
How To Create Mcp Server MCP Server
This guide will help you set up a basic MCP (Model Context Protocol) server in .NET, configure it in VS Code, and interact with it using Copilot Chat.
InfluxDB MCP Server
A Model Context Protocol server that provides Claude with access to InfluxDB time-series database instances, enabling data writing, querying, and management of organizations and buckets through natural language.
IoTDB MCP Server
A server that enables running SQL queries against IoTDB databases, providing data reading capabilities and schema information through a Model Context Protocol interface.
MCP-DBLP
A Model Context Protocol server that provides access to the DBLP computer science bibliography database, allowing AI models to search publications, process citations, and generate accurate BibTeX entries.
Mcp Debug MCP Server
Command-line tool for debugging MCP servers
mcp-superset
🐍 ☁️ 🏠 🍎 🪟 🐧 - Full-featured Apache Superset MCP server with 135+ tools for dashboards, charts, da
Mcpdotnet Extensions Semantickernel MCP Server
Microsoft SemanticKernel integration for the Model Context Protocol (MCP). Enables seamless use of MCP tools as AI functions.
Mtarsier MCP Server
mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & any AI client.
Network Mcp Docker Suite MCP Server
Docker-based MCP server suite for AIOps - Cisco Meraki, Catalyst Center, IOS XE, ISE, ThousandEyes, Splunk & NetBox. AI-ready with LibreChat integration.
Okta-mcp-server
The Okta MCP Server is a groundbreaking tool built by the team at Fctr that enables AI models to interact directly with your Okta environment using the Model Context Protocol (MCP). Built specifically for IAM engineers, security teams, and Okta admin
pty-mcp
🏎️ 🏠 🍎 🐧 - Interactive PTY sessions for AI agents — local shells, SSH with persistent sessions (ai-tmux daemo
RabbitMQ MCP Server
A Model Context Protocol server implementation that enables Claude to interact with RabbitMQ message queues and topics, allowing read/write operations on a RabbitMQ instance.
RetellAI MCP Server
A Model Context Protocol server implementation that enables AI assistants to interact with RetellAI's voice services for managing calls, agents, phone numbers, and voice options.
Screenshot MCP
An MCP server that enables capturing website screenshots with full-page, element-specific, and device-responsive capabilities through natural language commands.
Uefn MCP Server
MCP server for controlling UEFN (Unreal Editor for Fortnite) from Claude Code — 22 tools for actors, assets, levels, viewport, and Python execution
Volatility Mcp Server MCP Server
MCP (Model Context Protocol) interface for Volatility 3, providing memory forensics capabilities through LLM-based tools. Query, analyze, and automate Volatility 3 plugins using natural language via API or agent-based workflows
Vulnerablemcp MCP Server
A comprehensive database of Model Context Protocol vulnerabilities, security research, and exploits
whistle-mcp
Whistle MCP Server is a Whistle proxy management tool based on the Model Context Protocol (MCP) protocol, which enables AI assistants to directly operate and control local Whistle proxy servers. Through this tool, AI can help users manage rules, grou
Yandex Search MCP Server
Enables AI assistants to perform real-time web searches and retrieve AI-generated answers using the Yandex Search API. It provides tools for accessing up-to-date internet information with support for both raw search results and summarized content via
Yandex Search MCP Server
Enables AI assistants to perform real-time web searches and retrieve AI-generated answers using the Yandex Search API. It provides tools for accessing up-to-date internet information with support for both raw search results and summarized content via
Alibaba Cloud DMS MCP Server
A universal multi-cloud data MCP Server supporting over 40 types of data source connections, providing secure, unified data access in a single platform. Supports full range of Alibaba Cloud services and Mainstream databases/data warehouses.
APISIX-MCP
🎖️ 📇 🏠 MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix).
Askuserquestionplus MCP Server
A MCP server (Streamable HTTP) for asking user questions via a web interface, inspired by the Claude Code AskUserQuestion Tool.
Authenticator App MCP Server
A secure server that enables AI agents to access 2FA codes and passwords from the Authenticator App, allowing them to assist with automated login processes while maintaining security.
Claude Image Gen MCP Server
AI-powered image generation using Google Gemini, integrated with Claude Code via Skills or Claude.ai via MCP (Model Context Protocol).
Code MCP Server
Code-MCP: Connect Claude AI to your development environment through the Model Context Protocol (MCP), enabling terminal commands and file operations through the AI interface.
Coin MCP Server
A Model Context Protocol server that provides access to CoinMarketCap's cryptocurrency data. This server enables AI-powered applications to retrieve cryptocurrency listings, quotes, and detailed information about various coins.
Cortex
Cortex is a Claude Code plugin that gives Claude persistent memory across sessions. A background miner extracts durable lessons (decisions, conventions, bug fixes, preferences) from your completed sessions, stores them as markdown in an Obsidian vaul
Fastdomaincheck Mcp Server MCP Server
A Model Context Protocol for checking domain name registration status in bulk.
FastMCP ThreatIntel
Enables AI-powered threat intelligence analysis of IPs, domains, URLs, and file hashes across multiple threat intelligence platforms (VirusTotal, AlienVault OTX, AbuseIPDB, IPinfo) with APT attribution and interactive reporting through natural langua
filesystem-mcp-server
A comprehensive Model Context Protocol (MCP) server for advanced file system operations. This server provides structured file management capabilities including file operations, directory management, file watching, search functionality, and archiving
Fragment MCP Server
A Model Context Protocol server that enables working with Building Information Modeling (BIM) files by converting IFC files to fragment format and querying BIM data by category.
Java Class Analyzer MCP Server
Enables AI tools to analyze Java dependencies by scanning Maven projects, decompiling JAR files, and extracting detailed class information including methods, fields, and inheritance relationships. Solves the problem of AI hallucinations when generati
Llm Tools MCP Server
Connect to MCP servers right from your shell. Plugin for simonw/llm.
mcp-mistral-ocr
OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)
Mcp Security Inspector MCP Server
一个用于检测Model Context Protocol (MCP)安全性的Chrome扩展工具。
Mcp Servers Registry MCP Server
Repository holding sources for all mcp-servers managed by Acuvity
MCP Starter
An agent-ready TypeScript template for building Model Context Protocol (MCP) servers with standardized discovery flows and permission-aware tools. It provides pre-configured core and operable profiles to help developers quickly implement, test, and d
MCP-summarization-functions
Provides intelligent summarization capabilities through a clean, extensible architecture. Mainly built for solving AI agents issues on big repositories, where large files can eat up the context window.
Mcp Wasm MCP Server
A proof-of-concept implementation of a Model Context Protocol (MCP) server that runs in WebAssembly (WASM) within a web browser. This project demonstrates the integration of MCP tools and resources in a browser environment.
Mcp Wecombot MCP Server
🚀 ☁️ - An MCP server application that sends various types of messages to the WeCom group robot.
Mcp Xpp MCP Server
Experimental MCP server for Dynamics 365 F&O X++ development. Provides object creation, modification, and codebase navigation through the Model Context Protocol. Includes VS2022 service integration for D365 object handling.
MediaCrawler MCP Server
Enables AI assistants to crawl and extract data from Chinese social media platforms like Bilibili, Xiaohongshu, and Douyin. Provides search, content detail retrieval, and creator information tools with persistent browser sessions and QR code login su
Moodle MCP Server
Enables interaction with Moodle learning management systems through the Moodle REST API. Supports course management, user enrollment, assignments, forums, quizzes, and file operations through natural language.
Ndepend Mcp Server MCP Server
A suite of MCP tools that provides in-depth workspace analysis, advanced code inspection, and automated code-fix capabilities for .NET projects, built on the NDepend API.
Omniclip Rag MCP Server
Local-first RAG desktop app & official MCP Server. Let any AI instantly search your private Markdown, PDF, and 1290+ document formats. (本地优先的 RAG 桌面端与官方 MCP 服务器。让任意 AI 瞬间检索你的私有 Markdown、PDF 及 1290+ 种文档格式。)
Oura MCP Server
Provides access to Oura Ring health data, including sleep, activity, readiness, and stress metrics via the Model Context Protocol. It enables users to query their personal biometric information and daily health summaries through natural language in M
Sunnyside Figma MCP
A comprehensive Model Context Protocol (MCP) server that bridges Figma designs with AI development workflows. It provides 30 specialized tools for extracting pixel-perfect code, assets, and component structures directly from Figma designs.
SurrealDB MCP Server
Connect your AI models to your favorite SurrealDB database, and let the LLMs do all your work for you.
Unichat MCP Server
🐍/📇 ☁️ - Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required
Universal Crypto MCP
Enables AI agents to interact with any EVM-compatible blockchain through natural language, supporting token swaps, cross-chain bridges, staking, lending, governance, gas optimization, and portfolio tracking across networks like Ethereum, BSC, Polygon
Unofficial PubChem MCP Server
A comprehensive Model Context Protocol (MCP) server for accessing the PubChem chemical database. This server provides access to over 110 million chemical compounds with extensive molecular properties, bioassay data, and chemical informatics tools.
WASM MCP Server
A proof-of-concept implementation of a Model Context Protocol (MCP) server that runs in WebAssembly (WASM) within a web browser. This project demonstrates the integration of MCP tools and resources in a browser environment.
Weaviate MCP Server
A ready-to-use MCP (Model Context Protocol) server template for extending Cursor IDE with custom tools. Deploy your own server to Heroku with one click, create custom commands, and enhance your Cursor IDE experience. Perfect for developers who want t
Access
Self-hosted credential store and API proxy for AI agents. One Bearer token, all your services. Handles OAuth refresh, encrypted storage, audit logging, and per-agent permissioning.
Android ADB MCP Server
Enables programmatic control of Android devices via ADB, supporting UI automation, app management, screen capture with OCR, and file transfers through the Model Context Protocol. It allows MCP-compatible clients like Claude Desktop and Cursor to inte
Awesome Mcp Hardware MCP Server
Awesome list of MCP servers for interacting with hardware and the physical world.
Baseline MCP Server
📇 🏠 - MCP server that searches Baseline status using Web Platform API
Browser Use Rs MCP Server
A Rust library for browser automation via Chrome DevTools Protocol with built-in AI integration through Model Context Protocol (MCP)
CodeLogic
🎖️ 🐍 ☁️ 🍎 🪟 🐧 - Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.
ContextStream MCP Server
Provides AI assistants with persistent memory and code intelligence across all tools and conversations. Features semantic search, knowledge graphs, decision tracking, and impact analysis with 60+ tools for universal context preservation.
Dify as MCP Server
Exposes Dify applications (both Chatflow and Workflow) as MCP (Model Context Protocol) servers, allowing Claude and other MCP clients to directly interact with Dify apps through a standardized protocol.
Emacs MCP Server
A Model Context Protocol server that enables generating and executing Elisp code in a running Emacs process, allowing AI assistants to control and interact with Emacs.
esa MCP Server
An implementation of the Model Context Protocol server that enables AI models to communicate with Edge Security Acceleration (ESA) services, allowing models to manage routines, deployments, routes, records, and sites through standardized protocols.
Framer Plugin MCP Server
Enables creation and management of Framer plugins with web3 capabilities like wallet connections, contract interactions, and NFT displays.
Google Research MCP
📇 ☁️ 🏠 - Comprehensive research tools including Google Search (web,
Harvest MCP Server
A Model Context Protocol server that integrates with the Harvest API v2, enabling time tracking management including listing, creating, updating, and deleting time entries, as well as managing projects, tasks, users and generating reports.
hass-mcp
A Home Assistant Custom Component that provides an MCP (Model Context Protocol) server using HTTP transport, allowing AI assistants like Claude to interact with your Home Assistant instance over HTTP
illustrator mcp server
Enables AI-powered automation of Adobe Illustrator on Windows by allowing Claude to execute ExtendScript, manage document structures, and export artboards. It provides integrated tools for logo and icon design, including access to curated color palet
Integration App MCP Server
This MCP server implementation allows users to manage and expose actions as tools from their Integration App workspace through the Model Context Protocol.
mcp-anything
One command to turn any codebase into an MCP server. Not just REST APIs. Not just OpenAPI specs.
Mcp Caiyun Weather MCP Server
A Model Context Protocol (MCP) server for Caiyun (ColorfulClouds) Weather.
MCP File Context Server
A Model Context Protocol (MCP) server that provides file system context to Large Language Models (LLMs). This server enables LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities.
MCP Notes
A personal knowledge management system built on the Model Context Protocol that transforms daily notes into organized, searchable knowledge.
MCP Server for eSignatures
Facilitates contract and template management for eSignatures, enabling users to create, send, update, and manage contracts and templates with customizable options through a user-friendly interface.
Metabase MCP
📇 🏠 - MCP server connecting Claude to Metabase with 28 tools for natural language data anal
Nostr MCP Server
A Model Context Protocol server that enables LLMs like Claude to interact with the Nostr social network, allowing for fetching user profiles, text notes, and zap payment information.
openmm-mcp
📇 ☁️ - AI-native crypto market making toolkit with 13 tools for DeFi analytics, CEX/DEX trading, and liqui
Qiniu MCP Server
The Model Context Protocol (MCP) Server built on Qiniu Cloud products supports users in accessing Qiniu Cloud Storage, intelligent multimedia services, and more through this MCP Server within the context of AI large model clients.
Ronykit MCP Server
API Framework supporting REST and RPC.
Tally MCP Server
Tally Prime MCP (Model Context Protocol) Server implementation to feed Tally ERP data to popular LLM like Claude, ChatGPT supporting MCP
mcp-server-text-editor
An open source implementation of the Claude built-in text editor tool versions: text\\_editor\\_20241022 (Claude 3.5 Sonnet) text\\_editor\\_20250124 (Claude 3.7 Sonnet)
Univer MCP Server
AI-powered spreadsheet automation through Model Context Protocol (MCP) server for Univer
wezterm-mcp
Enables programmatic control of the WezTerm terminal emulator through the Model Context Protocol. It allows users to manage panes, tabs, and windows while reading terminal content or sending commands directly to the terminal environment.
AST MCP Server
Provides advanced code structure and semantic analysis through Abstract Syntax Trees (AST) and Abstract Semantic Graphs (ASG) across multiple programming languages. It enables tasks like incremental parsing, complexity analysis, and AST diffing to he
Ast MCP Server
By transforming source code into a queryable Semantic Graph and a structured AST, this tool bridges the gap between 'reading text' and 'understanding structure.' For an AI assistant, it provides the 'spatial' awareness needed to navigate deep depende
Awesome Blockchain Mcps MCP Server
🔗 A curated list of Blockchain & Crypto Model Context Protocol (MCP) servers. Enabling AI Agents to interact with the Blockchain, Web3, DeFi, on-chain data, on-chain actions, etc. 🚀
Azure Functions Mcp Extension MCP Server
Model Context Protocol extension for Azure Functions.
Drafts MCP Server
Model Context Protocol for Drafts
DuckDuckGo Search MCP
A privacy-friendly MCP server that enables web searches and URL content extraction using DuckDuckGo, allowing AI assistants to access real-time web information without API keys.
encode-toolkit
🐧 - MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — s
Fantasy Football Mcp Public MCP Server
Yahoo Fantasy Football MCP server for Claude Desktop - Advanced lineup optimization, draft assistance, and league management. Built using Claude Code.
Ilspy Mcp MCP Server
🔓 UNLEASH ILSpy'S POWER. Reverse-engineer DOTNET code at GOD SPEED. AI-assisted debugging that THINKS with you. Decompile ANYTHING. 🚀
Lucide Icons MCP
A Model Context Protocol (MCP) server exposing Lucide icons as resources and tools for LLMs and agentic applications. Built with Bun and the MCP TypeScript SDK.
macOS Notification MCP
macOS Notification MCP enables AI assistants to trigger native macOS sounds, visual notifications, and text-to-speech. Built for Claude and other AI models using the Model Context Protocol.
MCP Claude Spotify
An integration that allows Claude Desktop to interact with Spotify, enabling users to control playback, search music, manage playlists, and get recommendations through natural language commands.
MCP Gemini Server
This project provides a dedicated MCP (Model Context Protocol) server that wraps the @google/genai SDK. It exposes Google's Gemini model capabilities as standard MCP tools, allowing other LLMs (like Cline) or MCP-compatible systems to leverage Gemini
Mcp Langchain Ts Client MCP Server
LangChain.js client for Model Context Protocol.
MCP Markdown Conversion Server
A server that converts various file formats (PDF, images, Office documents, etc.) to Markdown descriptions using Cloudflare AI services.
Mcp Prompt Server Go MCP Server
一个提供优秀prompt的Model Context Protocol (MCP)的服务器，用于根据用户任务需求提供预设的prompt模板，帮助Cline/Cursor/Windsurf...更高效地执行各种任务。服务器将预设的prompt作为工具(tools)返回，以便在Cursor和Windsurf等编辑器中更好地和使用。提供tool和prompt两种形式
mcp-registry-mcp
A central registry MCP server that routes requests to specialized AI services including embeddings, PDF extraction, reranking, vector search (Qdrant), PostgreSQL, LLM completions, markup, and transcription. Includes a proxy server with RAG pipeline f
Mcp Scala MCP Server
Model Context Protocol server written in Scala
Mcp Zig MCP Server
A Model Context Protocol (MCP) library for the Zig ecosystem.
Mssqlclient MCP Server
A Microsoft SQL Server client implementing the Model Context Protocol (MCP). This server provides SQL query capabilities through a simple MCP interface.
nREPL MCP Server
Enables interaction with a running Clojure nREPL instance for evaluating Clojure code, inspecting namespaces, and retrieving connection statuses, compatible with MCP clients like Claude Desktop and CLine in VSCode.
Omop MCP Server
Model Context Protocol (MCP) server for mapping clinical terminology to Observational Medical Outcomes Partnership (OMOP) concepts using Large Language Models
OracleDB MCP Server
A Model Context Protocol Server that enables LLMs to interact with Oracle Database by providing database tables/columns as context, allowing users to generate SQL statements and retrieve results using natural language prompts.
PRD Creator MCP Server
A specialized Model Context Protocol server that enables AI systems to generate detailed, well-structured product requirement documents through a standardized interface.
Rememberizer MCP Server
Enables interaction with Rememberizer.ai knowledge repositories to search, retrieve, and store information across sources like Slack, Gmail, and Google Drive. It supports semantic search and agentic queries to access and manage personal or team inter
Rlm Claude MCP Server
Recursive Language Models for Claude Code - Infinite memory solution inspired by MIT CSAIL paper
RSS MCP Server
This is a Model Context Protocol (MCP) server built with TypeScript. It provides a versatile tool to fetch and parse any standard RSS/Atom feed, and also includes special support for RSSHub feeds.
Suganthans Bigquery Mcp Server MCP Server
BigQuery MCP server for Claude — query any BigQuery dataset in natural language, with built-in SEO analysis tools for GSC bulk export data
Tekla Mcp Server MCP Server
An MCP server for Tekla that facilitates interaction with Tekla Structures, allowing users to speed-up modeling processes
Tekla MCP Server
A Tekla Structures MCP server designed to accelerate modeling workflows through tool-based automation and natural-language interaction
Tempo MCP Server
An MCP server for managing Tempo worklogs in Jira, allowing users to track time, retrieve logs, and perform bulk operations via natural language. It integrates with the Tempo API to support creating, editing, and deleting work entries through MCP-com
Tester MCP Server
CLI-based tester for verifying that MCP servers work correctly when called directory and by agents
Tool Filter MCP
Filters and blocks specific tools from upstream MCP servers using regex patterns to reduce context pollution and remove unwanted tools from AI agent interactions.
Turbomcpstudio MCP Server
A native desktop application for developing, testing, and debugging Model Context Protocol servers.
Zh Mcp Server MCP Server
知乎自动发文章MCP服务，一种用于知乎发文章的模型上下文协议（MCP）服务器，使用者可以通过该服务与大模型自动生成文章并在知乎发文章。基于selenium和ChromeDriver实现自动发文章。
Zhihu MCP Server
A simple HTTP API server that allows users to publish articles, create answers, manage columns, and upload images on Zhihu (a Chinese Q&A platform) through straightforward REST API endpoints.
Agentic Rag With Mcp Server MCP Server
Agentic RAG with MCP Server
AlphaFold MCP Server
A comprehensive Model Context Protocol (MCP) server that provides access to the AlphaFold Protein Structure Database through a rich set of tools and resources for protein structure prediction analysis.
Amazing Marvin MCP
Integrates the Amazing Marvin productivity system with AI assistants to manage tasks, projects, and time tracking. It enables users to query their workload, receive personalized productivity coaching, and update their schedule through natural languag
ApiPost MCP
ApiPost API management tool based on MCP (Model Context Protocol), supporting complete interface documentation management and team collaboration. Features intelligent search, batch operations, and security management.
Azure OpenAI
A minimal server/client application implementation utilizing the Model Context Protocol (MCP) and Azure OpenAI.
Bw Modeling MCP Server
MCP server for agentic AI-assisted development in SAP BW/4HANA
claude-code-mcp
This project aims to build a Claude Code MCP server and implement its associated tools (explain\\_code, review\\_code, fix\\_code, edit\\_code, test\\_code, simulate\\_command, your\\_own\\_query). The server is implemented using Node.js and the MCP SDK. It
Claude Desktop Api Use Via Mcp MCP Server
MCP server implementation for using Claude API with Claude Desktop, providing advanced API integration and conversation management.
FalkorDB MCP Server
Allows AI models to query and interact with FalkorDB graph databases through the Model Context Protocol (MCP) specification.
Hands On Ai Building Ai Agents With Model Context Protocol Mcp And Agent2Agent A2A 6055298 MCP Server
this repo is for linkedin learning course: Hands-On AI: Building AI Agents with Model Context Protocol (MCP) and Agent2Agent (A2A)
lark-tools-mcp
lark-tools-mcp connects Lark and cursor. It provides cursor with the ability to read documents, send messages, process tasks, and perform data analysis.
Mcp Client Auth MCP Server
A TypeScript library providing OAuth2 authentication utilities for Model Context Protocol (MCP) clients. This library simplifies the process of adding OAuth authentication to MCP client implementations.
Mcp Retrieval Spec MCP Server
jMRI v1.0 — open specification for token-efficient context retrieval in MCP servers. SDKs, reference server, benchmark.
MCP Server for Apache OpenDAL™
A Model Context Protocol server that provides seamless access to multiple storage services including S3, Azure Blob Storage, and Google Cloud Storage through Apache OpenDAL™.
Mcpls MCP Server
Universal MCP to LSP bridge - expose Language Server Protocol capabilities as MCP tools for AI agents
Mcpsecbench MCP Server
MCPSecBench: A Systematic Security Benchmark and Playground for Testing Model Context Protocols
Meshy Ai MCP Server
This is a Model Context Protocol (MCP) server for interacting with the Meshy AI API. It provides tools for generating 3D models from text and images, applying textures, and remeshing models.
Meta Prompt MCP Server
A server that transforms a standard Language Model into a dynamic multi-agent system where the model simulates both a Conductor (project manager) and Experts (specialized agents) to tackle complex problems through a collaborative workflow.
MindBridge MCP Server
MindBridge is an AI orchestration MCP server that lets any app talk to any LLM — OpenAI, Anthropic, DeepSeek, Ollama, and more — through a single unified API. Route queries, compare models, get second opinions, and build smarter multi-LLM workflows.
Model Context Protocol Server
Provides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.
Monday.com MCP Server
Enables interaction with Monday.com boards, items, groups, updates, and documents through natural language. Supports creating and managing boards, items, sub-items, comments, and documents with full CRUD operations.
Nestjs MCP Server
NestJS MCP (Model Context Protocol) module — allows you to create “tools” (functions) for LLM or HTTP, with automatic detection via decorators, validation, and integration with OpenAI Function Calls.
Odoo Toolbox MCP Server
TypeScript SDK for Odoo; CLI; Skill modules and MCP server for AI agents. CI-tested against v17 and v18.
Ptt Mcp Server MCP Server
The best PTT MCP server
Ptt MCP Server
The best PTT MCP server
redmine-mcp
An MCP server providing 63 tools to interact with Redmine instances, covering issues, projects, time entries, and wiki pages. It utilizes streamable HTTP transport and supports per-client authentication for secure management of Redmine resources.
Roxybrowser MCP Server
MCP server for roxybrowser
Semrush MCP Server
A Model Context Protocol (MCP) server implementation that provides tools for accessing Semrush API data.
Things MCP Server
Create a new to-do item in Things.app. Add notes, tags, checklist items, and assign to projects or areas.
Tiger Linear MCP Server
A wrapper around the Linear API for internal LLMs
Union Unity MCP Server
Enables AI agents to interact with Unity projects through multimodal vision, code analysis, asset management, and scene manipulation. Supports real-time Unity editor control, project search, script creation, and visual debugging through screenshots.
Wechatlog MCP Server
WeChat Chatlog MCP Server - 直接下载微信聊天媒体文件到本地
YOLO MCP Server
A computer vision service that allows Claude to perform object detection, segmentation, classification, and real-time camera analysis using state-of-the-art YOLO models.
Zed Mcp Server Figma MCP Server
A Framelink Figma MCP server extension for Zed
Zilliz MCP Server
Enables AI agents to interact with Milvus vector databases and Zilliz Cloud through natural language, allowing users to create clusters, manage collections, insert vector data, and perform semantic searches directly from their AI assistants.
Zilliz MCP Server
A Model Context Protocol (MCP) server seamlessly connecting AI Agents and AI coding tools with Zilliz Cloud https://zilliz.com/
agent-lsp
MCP server that keeps language server sessions warm and routes multiple languages through one process. Agents get persistent cross-file awareness, speculative execution (simulate edits before writing to disk), and 20 skills that encode correct multi-
Agentic Mcp Skill MCP Server
Agentic-MCP, Progressive MCP client with three-layer lazy loading. Validates AgentSkills.io pattern for efficient token usage. Use MCP without pre-install & wasting full-loading
Aqara MCP Server
Aqara's official MCP Server
Azure DevOps MCP Server for Cline
Integrates Cline with Azure DevOps services, enabling access to work items, repositories, and pull requests through configurable MCP tools.
Clangd MCP Server
Experimental implementation of a MCP for Claude Code that lets it connect to a language server like clangd.
Code Review MCP Server
Connects LLMs to GitHub and GitLab to analyze pull and merge requests for logic, security, and architectural alignment. It provides tools for fetching diffs, file contents, and project metadata, alongside guided prompts for professional code reviews.
DollhouseMCP
📇 🏠 🍎 🪟 🐧 - One-line installable MCP server that adds reusable customization elements — personas, skills, t
Gemini Image Generator MCP Server
MCP server for AI image generation and editing using Google's Gemini Flash models. Create images from text prompts with intelligent filename generation and strict text exclusion. Supports text-to-image generation with future expansion to image editin
Harmonyos MCP Server
🐍 🏠 - Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.
Hologres MCP Server
A universal interface that enables AI Agents to communicate with Hologres databases, allowing them to retrieve database metadata and execute SQL operations.
Kaggle-MCP
Connects Claude AI to the Kaggle API through the Model Context Protocol, enabling users to browse competitions, search and download datasets, analyze kernels, and access pre-trained models through natural language interactions.
Kiro MCP Memory
An enhanced MCP (Model Context Protocol) server for intelligent memory and task management, designed for AI assistants and development workflows. Features semantic search, automatic task extraction, knowledge graphs, and comprehensive project managem
L4 Ide MCP Server
L4 - Rules-as-code - is an open-source functional specification language for business rules, legal contracts, and legislation/regulation, with a CNL syntax for isomorphism.
Mcp Aoai Web Browsing MCP Server
A minimal Model Context Protocol 🖥️ server/client🧑💻with OpenAI and 🌐 web browser control via Playwright.
Mcp Excel MCP Server
Read an Excel file and return its contents as a string. Args: file_path: Path to the Excel file sheet_name: Name of the sheet to read (only for .xlsx, .xls) nrows: Maximum number of rows
Mcp Netmiko MCP Server
An MCP server that enables LLMs interacting with your network devices
MCP-RAG
mcp-rag-server is a Model Context Protocol (MCP) server that enables Retrieval Augmented Generation (RAG) capabilities. It empowers Large Language Models (LLMs) to answer questions based on your document content by indexing and retrieving relevant in
Mcp Sefaria MCP Server
Fetch and read Jewish texts through the API of Sefaria.org
Mcp Server Arcgis Pro Addin MCP Server
MCP Server with ArcGIS Pro Add-In
Mcpcorpus MCP Server
MCPCorpus is a comprehensive dataset for analyzing the Model Context Protocol (MCP) ecosystem, containing ~14K MCP servers and 300 MCP clients with 20+ normalized metadata attributes.
Mcpmcp MCP Server
Discover, setup, and integrate MCP servers with your favorite clients. Unlock the full potential of AI in your daily workflow.
Mcptoolkit MCP Server
Lightweight, fast, NativeAOT compatible MCP (Model Context Protocol) framework for .NET
Odoo18 Mcp Project MCP Server
Odoo 18 MCP Integration - A robust integration server that connects MCP with Odoo 18.0 ERP system
ontomics
🦀 🏠 🍎 🐧 - Semantic code index that extracts domain concepts, naming conventions, and
Pan Mcp Relay MCP Server
Palo Alto Networks AI Runtime Security Model Context Protocol (MCP) Relay Server
Sefaria Jewish Library MCP Server
Provides access to Jewish texts from the Sefaria library. This server enables Large Language Models to retrieve and reference Jewish texts through a standardized interface.
Serper MCP Server
A Model Context Protocol server that enables LLMs to perform Google searches via the Serper API, allowing models to retrieve current information from the web.
signet
Open-source MCP server that exposes Signet cryptographic tools over stdio. It provides tools to generate Ed25519 keypairs, sign MCP actions, verify Signet receipts, and compute canonical content hashes for AI agent audit and accountability workflows.
SingleStore MCP Server
An implementation of the Model Context Protocol (MCP) server for SingleStore that enables natural language interaction with SingleStore databases through compatible LLM clients like Claude Desktop and Cursor.
TickTick/Dida365 MCP Server
A Model Context Protocol server that enables AI assistants to interact with TickTick/Dida365 task management API, supporting operations like creating, reading, updating, and deleting tasks and projects.
Turbo Garbanzo MCP Server
[ integration with AI/LLM systems.
Vision One MCP Server
The Trend Vision One Model Context Protocol (MCP) Server enables natural language interaction between your favourite AI tooling and the Trend Vision One web APIs. This allows users to harness the power of Large Language Models (LLM) to interpret and
WebSearch-MCP
[Self-hosted] A Model Context Protocol (MCP) server implementation that provides a web search capability over stdio transport. This server integrates with a WebSearch Crawler API to retrieve search results.
YFinance Trader MCP Tool
An MCP (Model Context Protocol) tool that provides stock market data and trading capabilities using the yfinance library, specifically adapted for Claude Desktop.
Actor-Critic Thinking MCP Server
Provides dual-perspective analysis through alternating actor (creator/performer) and critic (analyzer/evaluator) viewpoints, generating comprehensive performance evaluations with balanced, actionable feedback.
airflow-mcp-server
Airflow MCP server — read DAGs, runs, task instances, log tails; trigger and clear (write-gated).
Apifox MCP Server
Apifox MCP 服务器 - 让 Claude 等 AI 助手通过自然语言管理你的 Apifox 项目，轻松创建、更新和审计 API 接口
BugBounty MCP Server
Enables comprehensive security testing and penetration testing through natural language conversations with 92+ tools for reconnaissance, vulnerability assessment, web application testing, OSINT, and reporting. Designed for authorized bug bounty hunti
Clear Thought MCP Server
Provides systematic thinking tools including mental models, design patterns, debugging approaches, and collaborative reasoning frameworks to enhance problem-solving and decision-making capabilities.
Couchbase MCP Server
A server that enables natural language interactions with Couchbase databases through the Model Context Protocol, allowing users to perform SQL++ queries on Couchbase Capella clusters using conversational commands.
Css MCP Server
A demo of how to build an MCP server (without just vibe coding).
dev-kit-mcp-server
[Model Context Protocol] Dev Kit - anything a developer need for him day to day works
Emcp MCP Server
A Model Context Protocol (MCP) Server for Elixir
HackerOne MCP Server
Provides read-only access to HackerOne reports, program scopes, and bounty earnings through the HackerOne API. It enables users to analyze hunting patterns, check asset eligibility, and retrieve report details or triage conversations via natural lang
maven-mcp-server
An MCP (Model Context Protocol) server that provides tools for checking Maven dependency versions. This server enables LLMs to verify Maven dependencies and retrieve their latest versions from Maven Central Repository.
Mcp Appium Gestures MCP Server
This is a Model Context Protocol (MCP) server providing resources and tools for Appium mobile gestures using Actions API..
mcp-bash
A framework for building Model Context Protocol (MCP) servers using pure Bash scripts, allowing for the creation of tools, resources, and prompts without Node.js or Python runtimes. It provides a complete implementation of the MCP spec compatible wit
mcp-database-server
A modular MCP server that enables interaction with multiple database types including PostgreSQL, MySQL, SQLite, Redis, MongoDB, and LDAP. It provides tools for executing queries, managing SQL commands, and exploring database schemas with configurable
Mcp Java Sdk Examples MCP Server
A collection of MCP server examples developed by various Java SDKs
MCP MySQL Server
Enables interaction with MySQL databases (including AWS RDS and cloud instances) through natural language, supporting query execution, schema inspection, index management, and comprehensive database operations with secure SSL connections.
Mcp Reference MCP Server
This is the reference implementation for the mcp server
MCP Server Giphy
Enables AI models to search, retrieve, and utilize GIFs from Giphy with features like content filtering, multiple search methods, and comprehensive metadata.
mk-qa-master
mcp-test-runner is an MCP server that lets your AI client (Claude / Cursor / Codex / Gemini) drive your entire QA loop end-to-end: * Run tests across pytest / Jest / Cypress / Go / Maestro — single MCP surface, one env var to switch * Analyze a URL (
mmx-mcp-server
A unified MiniMax multimodal MCP server that enables users to access text, search, image understanding, image generation, speech synthesis, video generation, music generation, and quota query capabilities through AI CLI tools.
Mybrain MCP Server
myBrAIn is an MCP (Model Context Protocol) server designed to provide persistent and contextual memory to language models (like Google Antigravity). It acts as a 'second brain' for your development environment, allowing the AI to remember project rul
Neo4j Memory Server
Provides AI assistants with persistent graph-based memory capabilities using Neo4j, enabling semantic search, relationship tracking, and knowledge organization across multiple project contexts.
Notion Cli MCP Server
CLI for Notion using the Model Context Protocol (MCP)
Omnifocusmcp MCP Server
Model Context Protocol (MCP) server for OmniFocus on macOS, with Rust, Python, and TypeScript implementations
Overleaf MCP Server
MCP server for Overleaf projects. Syncs LaTeX files via Git, parses sections, equations, and citations, and exposes them to AI clients for assisted paper review, LaTeX fixes, and content generation.
Pentesting Mcp Servers Checklist MCP Server
A practical, community-driven checklist for pentesting MCP servers. Covers traffic analysis, tool-call behavior, namespace abuse, auth flows, and remote server risks. Maintained by Appsecco and licensed for remixing.
Qdrant MCP Server
Enables semantic search and document management using a local Qdrant vector database with OpenAI embeddings. Supports natural language queries, metadata filtering, and collection management for AI-powered document retrieval.
rod-mcp
Rod-MCP provides browser automation capabilities for your applications by using Rod. The server provides many useful mcp tools enable LLMs to interact with the web pages, like click, take screenshot, save page as pdf etc.
Rowbound MCP Server
Open-source CLI and MCP server for Google Sheets enrichment — waterfalls, conditions, HTTP API integrations
Search Tools MCP Server
Enables intelligent code analysis and search across repositories using the CodeRank algorithm (inspired by PageRank) to identify critical modules, trace dependencies, find code hotspots, and perform context-aware keyword searches with importance-rank
SeaTunnel MCP Server
A Model Context Protocol server that enables interaction with Apache SeaTunnel through LLM interfaces, allowing users to manage jobs, monitor system information, and configure connections through natural language.
Secure Mcp Gateway MCP Server
Secure mcp infrastructure to audit and control every data access by AI agents with minimal efforts
SilverBullet MCP Server
Enables LLMs to interact with SilverBullet notes and data through a bridge server. Provides secure access to read and manipulate your SilverBullet space via standardized MCP tools and resources.
Silverbullet MCP Server
A Model Context Protocol (MCP) server to interact with your SilverBullet notes and data.
Sketchfab MCP Server
Allows interaction with Sketchfab's 3D model platform through Claude or Cursor, enabling users to search, view details, and download 3D models directly from the AI interface.
Splunk Mcp Server2 MCP Server
Unofficial. Splunk MCP server. Implemented in Python and TypeScript/JS. Runs searches, queries Splunk, and outputs data as JSON, CSV, or Markdown for agentic LLM workflows. Includes guardrails for input SPL validation and output sanitization. SSE/std
Src To Kb MCP Server
📇 🏠 ☁️ - Convert source code repositories into searchable knowledge bases with AI-powered search using GPT-5, intelligent chunking, and OpenAI embeddings for semantic code understanding.
TikTok Ads MCP Server
Enables AI assistants to manage TikTok advertising campaigns through the TikTok Ads API. Supports campaign creation, performance analytics, audience management, creative operations, and custom reporting through natural language interactions.
trading212-mcp-server
🐍 ☁️ - Trading 212 API integration with 28 tools for portfolio management
workflows-mcp
Model Context Protocol server that enables AI agents to discover, create, and execute complex, multi-step workflows defined in simple YAML files. Allow your AI agents to better organize their tool usage and provide a more structured way to handle com
Zammad Mcp MCP Server
A Model Context Protocol (MCP) server for Zammad integration, enabling AI assistants to interact with tickets, users, and organizations.
Adb MySQL MCP Server
A universal interface that enables AI Agents to seamlessly communicate with Adb MySQL databases, allowing them to retrieve database metadata and execute SQL operations.
Alibabacloud Adb Mysql MCP Server
AnalyticDB for MySQL MCP Server
Binance MCP Server
Enables AI agents to perform cryptocurrency trading operations on Binance exchange through 30 comprehensive tools supporting spot trading, futures contracts, options, account management, market data analysis, and risk control features. Provides enter
Bugbounty MCP Server
Comprehensive MCP server for bug bounty hunting and web application penetration testing
Cerebra Legal MCP Server
An enterprise-grade MCP server that provides specialized tools for legal reasoning and analysis, automatically detecting legal domains and offering domain-specific guidance, templates, and citation formatting.
Codingbuddy MCP Server
Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN → ACT → EVAL workflow.
Flymcp MCP Server
MCP server for Fly.io CLI integration with Claude Desktop
Fusion360 MCP Server
Connects AI coding agents to Autodesk Fusion 360 for CAD automation, enabling natural language control over sketching, 3D modeling, and CAM operations. It uses a Python-based bridge and a custom add-in to execute over 80 tools ranging from simple geo
Gh Mcp Server MCP Server
This is a MCP Server that allows LLM to interact with Rhino and Grasshopper directly.
gh-mcp
Refined MCP server for GitHub GraphQL API. GitHub's official MCP Server exposes dozens of low-level tools that bloat token usage and are mostly impractical for LLMs. gh-mcp achieves the best of both worlds by providing a single, powerful interface: G
Hyperliquid MCP Server
Enables interaction with the Hyperliquid exchange to trade perpetuals, check positions, and manage risk through natural language. It provides tools for fetching real-time market data, tracking portfolio value, and executing orders with a focus on saf
Influxdb3 MCP Server
🎖️ 📇 🏠 ☁️ - Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated
iOS Automation MCP Server
A production-ready iOS automation MCP server built with FastMCP 2.0, featuring clean modular architecture with complete platform segregation. Ready for cross-platform expansion with iOS-specific and shared components properly separated.
Jupyter MCP Server
MCP server for Jupyter Notebooks and JupyterLab
Kotlin MCP Server
🧠 Kotlin MCP Server for Android app development using OpenAI, Gemini, or OpenRouter. Enables AI-assisted coding via Aider, Gradle build/test integration, Kotlin LSP, and Docker-based portability.
markview
🏠 🍎 - Native macOS markdown preview app with MCP server. Open and render Markdown files in MarkView dire
MCP JinaAI Reader Server
Integrates Jina.ai's Reader API with LLMs for efficient and structured web content extraction, optimized for documentation and web content analysis.
Mcp Klever Vm MCP Server
🎖️ 📇 ☁️ - Klever blockchain MCP server for smart contract development, on-chain data exploration, account and asset queries, transaction analysis, and contract deployment tooling.
MCP Mail Server
A lightweight Model Context Protocol (MCP) server that provides IMAP and SMTP email functionality for AI assistants like Claude in Cursor IDE. Built with TypeScript and optimized for easy deployment via npm/npx.
mentor-mcp-server
A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities, including code review, design critique, writing feedback, and idea brainstorming through the Deepseek API.
Mobile Automation MCP Server
A production-ready iOS automation MCP server built with FastMCP 2.0, featuring clean modular architecture with complete platform segregation. Ready for cross-platform expansion with iOS-specific and shared components properly separated.
Novyx MCP Server
Persistent memory + governance for AI agents. 120 MCP tools — core memory works locally (zero config SQLite), full surface (policy-as-code, approval workflows, governance dashboard, threat intel, auto-defense, governed actions, Runtime v2 agents/miss
Obsidian MCP Server - Enhanced
This is an enhanced version of the excellent cyanheads/obsidian-mcp-server with additional features specifically tailored for remote Claude.ai integration, advanced task querying, and security via Tailscale.
pdf-tools-mcp
🐍 - PDF download, view & manipulation utilities.
PubNub MCP Server
A CLI-based Model Context Protocol server that exposes PubNub SDK documentation and Functions resources to LLM-powered tools like Cursor IDE, enabling users to fetch documentation and interact with PubNub channels via natural language prompts.
Qwen MCP Tool
Enables AI assistants to leverage Qwen's code analysis capabilities with large context windows, supporting file/directory analysis, sandbox execution, and multiple approval modes for safe code operations.
Redis
A Redis MCP server (pushed to https://github.com/modelcontextprotocol/servers/tree/main/src/redis) implementation for interacting with Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized too
Reporecall
Zero-tool-call codebase intelligence for Claude Code and MCP clients. Automatically injects the right code context, functions, callers, and call chains, before the LLM starts thinking. Replaces 4-6 grep/read round-trips with a single 5ms hook injecti
Rust Docs MCP Server
An MCP server that provides AI tools with access to Rust documentation from docs.rs, enabling search for crates, documentation, type information, feature flags, version information, and source code.
Starter Ts MCP Server
A minimal TypeScript starter template for building Model Context Protocol (MCP) servers.
TailwindCSS MCP Server
Provides comprehensive tools for TailwindCSS development including utility class retrieval, CSS-to-Tailwind conversion, and color palette generation. It enables AI assistants to search documentation, generate component templates, and provide framewor
Thoughtspot
MCP Server for ThoughtSpot - provides OAuth authentication and tools for querying data
Tiger Gh MCP Server
Tiger GitHub MCP server
Unplugin MCP Server
A unified plugin for developers integrating MCP servers into modern JavaScript build tools, including Webpack, Rollup, Vite, and more.
wanderlog-mcp
Wanderlog-mcp is an MCP server that lets LLM agents plan and edit Wanderlog trip itineraries — adding places, hotels, notes, and checklists to any day, managing trip dates, and searching for destinations. It turns a conversational prompt into a fully
Aap Enterprise Mcp Server MCP Server
MCP Server for Ansible Automation Platform (AAP) and Event-Driven Ansible (EDA)
Activity Reporting MCP Server
Enables Google Developer Experts to report various activities (content creation, speaking engagements, workshops, mentoring) through AI conversational interfaces by connecting Advocu API with Model Context Protocol.
Adaptive Graph of Thoughts MCP Server
A scientific reasoning framework that leverages graph structures and the Model Context Protocol (MCP) to process complex scientific queries through an Advanced Scientific Reasoning Graph-of-Thoughts (ASR-GoT) approach.
Adaptive Graph Of Thoughts Mcp MCP Server
LLM Reasoning Framework for Scientific Research
Agent Fleet O MCP Server
Open-source AI agent orchestration platform — self-hosted mission control for autonomous multi-agent systems. Visual DAG workflows, 450+ MCP tools, human-in-the-loop approvals. Works with Claude, GPT-4o, Gemini, Ollama, Codex.
Ai Soc Agent MCP Server
Blackhat 2025 presentation and codebase: AI SOC agent & MCP server for automated security investigation, alert triage, and incident response. Integrates with ELK, IRIS, and other platforms.
AI Studio MCP Server
Google AI Studio MCP Server - Powerful Gemini API integration for Model Context Protocol with multi-modal file processing, PDF-to-Markdown conversion, image analysis, and audio transcription capabilities. Supports all Gemini 2.5 models with comprehen
Amazon Sp MCP Server
MCP server for Amazon SP-API — connect Claude to Seller Central for sales, inventory, orders, fees, and analytics. LWA-only auth, no AWS credentials required.
Antigravity Bypass MCP Server
Antigravity IDE MCP tool limit (100 -> 114514). Auto-detect installation, patch JS frontend & language server binary. Cross-platform support for Windows, Linux, macOS.。
atxp-mcp
Give your AI agent a wallet, email, phone number, and instant access to paid MCP tools — web search, image/video/music gen, X search, SMS, voice calls, code execution, and more. Works with Gemini CLI, Claude, and any MCP client.
Batchdata Mcp Real Estate MCP Server
Model Context Protocol (MCP) server for BatchData.io property and address APIs - Real estate data integration for Claude and other AI assistants
Bestreads Mcp Server MCP Server
Remote MCP Server built using Cloudflare Workers.
Brazilian Law Research MCP Server
A MCP (Model Context Protocol) server for agent-driven research on Brazilian law using official sources
Brlaw Mcp Server MCP Server
A MCP (Model Context Protocol) server for agent-driven research on Brazilian law using official sources
D365Fo Client MCP Server
A comprehensive Python client library and MCP server for Microsoft Dynamics 365 Finance & Operations (D365 F&O) that provides easy access to OData endpoints, metadata operations, label management, and AI assistant integration.
Daniel Lightrag MCP Server
A comprehensive MCP server for LightRAG integration with 22 tools for document management, querying, knowledge graph operations, and system management
Dumpling AI MCP Server
Integrates with Dumpling AI to provide data scraping, content processing, knowledge management, and code execution capabilities through tools for web interactions, document handling, and AI services.
Enhanced Dash MCP Server
🚀 Intelligent MCP server bridging Claude AI with Dash (macOS documentation browser). Transforms local Dash docsets into context-aware documentation assistant with fuzzy search, project detection, content extraction, and Warp Terminal integration. Per
Evil MCP Server
An evil MCP server used for redteam testing
Fibery MCP Server
The Fibery MCP server provides integration between Fibery and any LLM provider supporting the MCP protocol (e.g., Claude for Desktop), allowing you to explore Fibery Workspace Schema, query databases, create and update entities using natural language
Finviz MCP Server
Provides comprehensive stock screening and fundamental analysis capabilities using Finviz data, including earnings tracking, volume surge detection, technical indicators, dividend growth screening, and SEC filing retrieval.
Finviz MCP Server
MCP server providing stock screening, fundamental analysis, news, and SEC filing tools powered by Finviz.
Firefox MCP Server
Provides Firefox browser automation capabilities through Playwright, allowing control of Firefox from MCP-enabled applications with features for basic automation and advanced multi-tab debugging.
FleetQ
AI Agent Mission Control — 200+ MCP tools across 31 domains. Manage agents, experiments, workflows, crews, skills, tools, credentials, approvals, signals, budgets, marketplace, knowledge bases, chatbots, and more. Self-hosted, open-source (AGPL-3.0).
google-search-console-mcp
📇 🏠 - Google Search Console MCP server with 13 SEO tools — searc
Hourei MCP Server
Enables searching and retrieving Japanese legal information from the e-Gov Law API, including law searches by keyword, detailed law data retrieval, and revision history tracking.
imap-mcp
An IMAP client MCP server for reading mail from Dovecot or Synology MailPlus mailboxes, with optional webhook triggers for new messages. It provides tools for managing emails and automates workflows by firing webhooks when matching messages arrive.
Jules MCP Server
Unofficial MCP server for Google Jules agent 🐙
Kernel MCP Server
A Model Context Protocol server that connects AI assistants with the Kernel platform, enabling them to deploy applications, automate web browsers, and manage cloud resources.
Kernel MCP Server
Open-source MCP server for secure, low-latency cloud-browser automation on Kernel.
Label Studio MCP Server
🎖️ 🐍 ☁️ 🪟 🐧 🍎 - Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.
Local FAISS MCP Server
Provides local vector database functionality using FAISS for document ingestion, semantic search, and Retrieval-Augmented Generation (RAG) applications with persistent storage and customizable embedding models.
Local Faiss Mcp MCP Server
Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search for Claude / Copilot / Agents.
Mcp Annotated Java Sdk MCP Server
Annotation-driven MCP dev 🚀 No Spring, Zero Boilerplate, Pure Java
Mcp Espn Ff MCP Server
ESPN Fantasy API with LLMs!
MCP Etherscan Server
An MCP (Model Context Protocol) server that provides Ethereum blockchain data tools via Etherscan's API. Features include checking ETH balances, viewing transaction history, tracking ERC20 transfers, fetching contract ABIs, monitoring gas prices, and
MCP Google Contacts Server
A Machine Conversation Protocol server that enables AI assistants to manage Google Contacts and search Google Workspace directories, providing tools for listing, creating, updating, and deleting contacts within your Google account.
MCP Simple Timeserver
Simple MCP to give Claude ability to check current time as well as know when holidays are, what is the time distance between dates etc.
N9E MCP Server
Nightingale's official MCP Server
PostgreSQL MCP Server
Enables users to perform SQL query execution, schema exploration, and performance analysis on PostgreSQL databases through any MCP-compatible client. It prioritizes security with read-only protection by default and provides guided workflows for datab
robinhood-mcp
The Robinhood MCP Server provides a comprehensive interface to the Robinhood Crypto API. This server handles authentication, account management, market data retrieval, and trading operations through both REST API and WebSocket interfaces.
Rust Local Rag MCP Server
🦀 High-performance local RAG server in Rust that integrates with Claude Desktop via MCP. Search PDF documents privately using Ollama embeddings - no external API calls.
Rust MCP Server
A simple MCP server build with rust and rust-mcp-sdk
Sql Analyzer MCP Server
🐍 - MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)
Tomato Novel Mcp Tool MCP Server
番茄AI小说mcp工具
X (Twitter) MCP server
Enables creating, managing, and publishing X/Twitter posts, threads, and replies directly through Claude chat. Supports draft management with the ability to create, list, publish, and delete tweet drafts.
Agentic Tools Mcp Companion MCP Server
MCP server for agentic tools mcp companion
Amazon MCP Server
Enables users to search for products, retrieve details, and manage their shopping cart on Amazon through the MCP framework. It also supports viewing order history and provides a demonstration of ordering capabilities within AI interfaces.
asc-mcp
MCP server for App Store Connect API with 208 tools across 25 workers. Manage apps, builds, TestFlight, in-app purchases, subscriptions, reviews, provisioning, screenshots, analytics, and more — directly from Claude, Cursor, VS Code, or any MCP clien
Booklib MCP Server
Detects what your AI doesn't know about your project and fixes it. Post-training gap detection, runtime context injection via MCP.
Ferrummcp MCP Server
A Model Context Protocol (MCP) server that provides web automation capabilities through Ferrum, with optional BotBrowser integration for advanced anti-detection features. This enables AI agents to interact with web pages seamlessly.
GemSuite-MCP
The ultimate Gemini API interface for MCP hosts, intelligently selecting models for the task at hand—delivering optimal performance, minimal token cost, and seamless integration.
Gemsuite MCP Server
Professional Gemini API integration for Claude and all MCP-compatible hosts with intelligent model selection and advanced file handling | Smithery.ai verified
Keryx MCP Server
Keryx: The Fullstack TypeScript Framework for MCP and APIs
konquest-meta-ads-mcp
Supervised Meta Ads operating system for Claude Code. 57 tools for campaign management, multi-asset ads, targeting, pixel diagnostics, catalogs, and safety gates. All ads created PAUSED - operator approves every action.
Laravel Mcp Sdk MCP Server
Laravel Based Implementation for Model Context Protocol
Market Sizing MCP Server
Provides comprehensive market research and business analysis capabilities by integrating with eight major economic data sources like FRED, World Bank, and Census Bureau. It offers 28 specialized tools for calculating TAM/SAM, conducting industry anal
Mcp Log Proxy MCP Server
🏎️ 🏠 - MCP server proxy that offers a Web UI to the full message flow
Mcp Ollama Agent MCP Server
A TypeScript example showcasing the integration of Ollama with the Model Context Protocol (MCP) servers. This project provides an interactive command-line interface for an AI agent that can utilize the tools from multiple MCP Servers..
Mcp Pdf Extraction MCP Server
MCP server to extract contents from a PDF file
Mcp Server Ai Interaction MCP Server
An MCP server that provides an interactive PyQt5 UI for enhanced model communication, featuring multi-image management, file attachments, and customizable cognitive performance modes. It enables users to input complex content and manage workspace ass
MCP Server Zotero Dev
An MCP server that enables AI assistants to build, test, and debug Zotero 7/8 plugins through tools for UI inspection, JavaScript execution, and real-time log monitoring. It integrates with Zotero's Remote Debugging Protocol to provide rich context i
Minds MCP Server
An MCP (Model Context Protocol) server for Minds, allowing LLMs to interact with the Minds SDK through a standardized interface.
Pancake Pos MCP Server
MCP server for Pancake POS — 23 tools across orders, inventory, CRM, multi-channel commerce. Bun + TypeScript, runs on stdio / HTTP / Cloudflare Workers.
Tam Mcp Server MCP Server
A comprehensive Model Context Protocol (MCP) server for market sizing analysis, TAM/SAM calculations, and industry research. Built with TypeScript, Express.js, and following the MCP specification.
TaskFlow MCP
A task management Model Context Protocol (MCP) server that helps AI assistants break down user requests into manageable tasks with subtasks, dependencies, and notes. Enforces a structured workflow with user approval steps.
Agent Twitter Client MCP
A Model Context Protocol (MCP) server that integrates with X using the @elizaOS 'agent-twitter-client' package, allowing AI models to interact with Twitter without direct API access.
Better Notion MCP
📇 ☁️ 🍎 🪟 🐧 - Markdown-first Notion MCP server with 9 composite tools and 39 actions.
Bitrix24 MCP Server
A comprehensive Model Context Protocol (MCP) server for Bitrix24 CRM integration
Do Remote Mcp Server Template MCP Server
A Model Context Protocol (MCP) server that checks domain name availability using WHOIS lookups and DNS resolution
Example Remote Client MCP Server
MCP server for example remote client
Github To MCP Server
Convert GitHub repositories to MCP servers automatically. Extract tools from OpenAPI, GraphQL & REST APIs for Claude Desktop, Cursor, Windsurf, Cline & VS Code. AI-powered code generation creates type-safe TypeScript/Python MCP servers. Zero config s
hwp-mcp
An MCP server for reading, writing, and managing Korean Hangul Word Processor (HWP/HWPX) files. It allows users to extract content, fill templates, and create new documents directly through AI assistants.
Indian Railway MCP Server
MCP server for Indian Railway data. Search trains, check seat availability, get live statuses, delay info, station/train codes, and more — all via a simple Claude Desktop integration.
Langchain Mcp Tools Py MCP Server
MCP to LangChain Tools Conversion Utility / Python
Mcp Config Manager MCP Server
Manage MCP server configs across Claude, Gemini & other AI systems. Interactive CLI for server enable/disable, preset management & config sync.
Mcp Developer Subagent MCP Server
A specialized framework for Model Context Protocol (MCP) development featuring 8 Claude Code sub-agents, security hooks, and production-ready FastMCP server templates. Provides immediate MCP development assistance through markdown-driven agents with
Mcp Evernote MCP Server
MCP server for Evernote integration with note management and synchronization
Php MCP Server
A complete PHP implementation of the Model Context Protocol (MCP) with server and client support, STDIO and HTTP transports, and framework integration
Playwright Ai Agent Pom Mcp Server MCP Server
Playwright AI Agent POM MCP ServerPlaywright AI Agent using Page Object Model (POM) architecture with MCP Server integration for automated web and mobile testing
Unity Editor MCP Server
An MCP server and client for LLMs to interact with Unity Projects
Wechat Local MCP Server
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contacts, media, favorites, transfers, red packets, Moments and full-text search from local WeChat 4.x data.
Agentgate MCP Server
Approval workflows for AI agents
che-ical-mcp
macOS Calendar & Reminders MCP server with 29 tools — Native Swift EventKit integration for Claude. Attendees/organizer, per-event timezone, undo/redo, --cli mode, --setup TCC, --self-update, signed + notarized binary for macOS 26. Supports iCloud, G
Deep Research MCP Server
A Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, then structures this data in a format perfect for LLMs to create high-qua
Greptimedb MCP Server
A Model Context Protocol (MCP) server for GreptimeDB
intervals-icu-mcp
Read/write MCP server for Intervals.icu — 51 tools spanning activities, streams, wellness, calendar, gear, and sport zones, plus structured workout generation with a built-in syntax reference for cycling, running, and swimming.
Magic Api MCP Server
Magic-API MCP Server - A Model Context Protocol server for Magic-API development
Mcp Expose Abilities MCP Server
Let AI agents do real WordPress work via MCP. 61 core abilities, 12 add-ons, 280+ ecosystem abilities for content, builders, SEO, security, files, and operations.
MCP Kling
An integration that enables Claude to generate AI videos from text prompts or images using Kling AI's video generation models.
Mcp Stytch Consumer Todo List MCP Server
Workers + Stytch TODO App MCP Server
mcpkit
MCPKit is a TypeScript library that lets you build MCP servers using decorators. Instead of manually wiring up handlers and schemas, you just decorate your methods and let the library handle the rest.
Mcpresso MCP Server
TypeScript framework to build robust, agent-ready MCP servers around your APIs.
servicenow-mcp
The most advanced & comprehensive ServiceNow MCP server — 150+ production-ready tools across 17 modules (ITSM, ITOM, HRSD, CSM, SecOps, GRC, Agile, ATF, Flow Designer, Now Assist, and more). Supports multi-instance management, four-tier permission co
Web Scraping Mcp MCP Server
MCP Server leveraging crawl4ai for web scraping and LLM-based content extraction (Markdown, text snippets, smart extraction). Designed for AI agent integration.
webfetch
Drop-in MCP replacement for the built-in WebFetch tool. Adds domain-scoped custom HTTP headers via YAML config, with bot-block detection, HTML-to-text extraction, retries, proxies, and prompt-injection sanitization.
Yandex Tools MCP Server
MCP server for yandex tools
Zebbern Kali MCP Server
MCP server for Kali Linux penetration testing - 130 tools for AI-assisted security testing - Giving Agents access to full pentesting tools
adaptive-cards-mcp
📇 🏠 ☁️ 🍎 🪟 🐧 - AI-powered Adaptive Card generation for Teams, Outlook,
Air Quality Trends Analysis Project MCP Server
Full-stack air quality analytics platform built with FastAPI, React, and MySQL. Aggregates multi-source PM2.5/PM10 data, performs multi-city comparison and time-series forecasting (SARIMAX), and integrates an LLM-based planning agent with tiered acce
Apple Mail MCP
🐍 🏠 🍎 - Fast MCP server for Apple Mail — 87x faster email fetching via batch JXA and FTS5 search
Awesome-MCP-Scaffold
A production-ready development scaffold for MCP servers, optimized for Cursor IDE with built-in tools, resources, and prompts that enables quick development of Model Context Protocol servers with 5-minute startup and 10-minute development capabilitie
bonnard
Open-source agentic schema for reliable data outputs. Query data through MCP and via our SDK. Create apps, embed data or just simply explore through your preferred agent.
cdpilot
Zero-dependency browser automation CLI with 40+ commands. Navigate, click, fill forms, take screenshots, capture network traffic, and more — all via Chrome DevTools Protocol. Built-in accessibility tree snapshots for AI agents (500x fewer tokens than
cfbd-mcp-server
An MCP server providing access to college football statistics sourced from the College Football Data API within Claude Desktop.
Dotnetmetadatamcpserver MCP Server
A Model Context Protocol (MCP) server that provides detailed type information from .NET projects for AI coding agents.
Fluent MCP Server
MCP server for Fluent (ServiceNow SDK)
forge
📇 🏠 🍎 🪟 🐧 - Structured planning, parallel execution in git worktrees, and deep validation for Claude Code. Turns a one-line
Mcp Ecosystem MCP Server
A collection of Model Context Protocol (MCP) servers developed by Azzar, designed to enhance AI assistant capabilities across development, research, project management, and system operations.
Mcp Grocy Api MCP Server
This Model Context Protocol (MCP) server provides a complete integration with the Grocy API, allowing AI assistants to manage your household inventory, shopping lists, meal planning, chores, and more.
Mcp Mastery With Claude And Langchain MCP Server
Build MCP servers & clients with Python, Streamlit, ChromaDB, LangChain, LangGraph agents, and Ollama integrations
Mcp Notify MCP Server
Monitor the Model Context Protocol (MCP) Registry for new, updated, and removed servers. Get real-time notifications via Discord, Slack, Email, Telegram, Microsoft Teams, Webhooks, or RSS feeds. Includes CLI, Go SDK, REST API, and MCP server for AI a
Met Museum MCP Server
A MCP Server that lets user ask AI models to discover the collection of the Metropolitan Museum of Art. Adds the discovered art works as Resources on the server.
Metmuseum MCP Server
Met Museum MCP integration to discover the art collection at The Metropolitan Museum of Art in New York
Modal MCP Toolbox
Facilitates running Python code in a sandbox and generating images using the FLUX model via an MCP server compatible with clients like Goose and the Claude Desktop App.
OpenAlex Research MCP Server
Provides access to OpenAlex's catalog of 240+ million scholarly works through 18 specialized tools for conducting literature reviews, analyzing citations, tracking research trends, and mapping the scholarly landscape including authors, institutions,
Openalex Research MCP Server
MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citations, track research trends, and map collaboration networks
Printify MCP Server
A Model Context Protocol (MCP) server for integrating AI assistants with Printify's print-on-demand platform
mcp-server-strava
A Model Context Protocol (MCP) server with Strava OAuth integration, built on Cloudflare Workers. Enables secure authentication and tool access for MCP clients like Claude and Cursor through Strava login. Perfect for developers looking to integrate S
TestRail MCP Server
AI-native Model Context Protocol (MCP) server for TestRail. Lets Claude, Cursor, Windsurf, and other AI assistants browse projects, create and update test cases, kick off test runs, and record results through natural-language conversation — with stro
Threat Intelligence MCP Server
100+ tool MCP server for real-time global intelligence — markets, FX, bonds, earnings, SEC filings, conflict, military, cyber, climate, news, company enrichment, and 30+ domains. Live Leaflet dashboard with 20 map layers, SSE streaming, and AI situat
waiaas
📇 🏠 🍎 🪟 🐧 - Self-hosted wallet-as-a-service for AI agents. 60 tools for multi-chain c
A Share MCP Server
Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.
ableton-mcp
An MCP server that enables Claude to control Ableton Live in real-time via the AbletonOSC bridge. It allows users to manage playback, create tracks, write MIDI, and adjust mixer or device parameters using natural language commands.
agentql
Production-ready MCP servers for 70+ APIs — GitHub, Google, Notion, Jira & more. Generated from OpenAPI specs, tested against live APIs. Works with Claude Desktop, Cursor, Codex & Claude Code.
Bilig WorkPaper
Headless WorkPaper MCP server for spreadsheet formulas, workbook edits, JSON persistence, and verified readback from TypeScript services.
Bilig MCP Server
Formula WorkPaper and XLSX recalculation runtime for Node.js services and agent tools: edit cells, recalc, verify readback, persist JSON.
Capture MCP Server
AI-native Model Context Protocol (MCP) server that integrates SAM.gov, USASpending.gov, and Tango APIs to capture and analyze federal procurement and spending data through natural language queries. Responses include both human-readable text and struc
Chatbot Shopify MCP Server
Agentic Shopify Chatbot with MCP integration, embedded directly into Shopify via a Theme Extension
contrastapi
🐍 ☁️ - Security intelligence API with 31 MCP tools for CVE/EPSS/KEV lookup, domain recon (DNS/WHOIS/
Css Noop Checker MCP Server
Chrome DevTools extension that detects CSS properties with no effect
Graphrag Kyc Agent MCP Server
An agent built with OpenAI Agent SDK, Neo4j and Neo4j MCP server
Labview Mcp Server Toolkit MCP Server
a toolkit to host mcp servers from LabVIEW.
Librenms MCP Server
MCP server for LibreNMS network monitoring - query devices, ports, alerts, and manage infrastructure
Lightdash MCP Server
MCP-compatible server that enables AI assistants to interact with Lightdash analytics data, providing tools to list and retrieve projects, spaces, charts, dashboards, and metrics through a standardized interface.
Lyra Tool Discovery MCP Server
AI powered automation toolkit which acts as an agent that discovers MCP servers for you. Point it at GitHub/npm/configure your own discovery, let GPT or Claude analyze the API or MCP or any tool, get ready-to-ship plugin configs. Zero manual work.
Mcp Android Adb MCP Server
通过AI大模型操作安卓设备
mcp-dashboards
📇 🏠 🍎 🪟 🐧 - 45+ interactive chart types (bar, line, pie, candlestick, sankey, geo, radar, funn
Mcp Debug Tools MCP Server
VSCode extension and CLI tool for MCP-based debugging with DAP protocol support
mcp-rss-aggregator
📇 ☁️ 🏠 - Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
mcp-tool-builder
MCP server that builds itself by creating new tools as needed based on user requests (Requires restart of Claude Desktop to use newly created tools).
Mcp Wayback Machine MCP Server
MCP server and CLI tool for interacting with the Internet Archive's Wayback Machine
Microsoft Fabric Mcp MCP Server
MCP server wrapping around the Fabric Rest API
Microsoft Fabric MCP Server
MCP server wrapping around the Fabric Rest API
MobusMCP
Search, preview, and analyze datasets from 20+ platforms and millions of datasets via a single MCP connector. Works with Claude instantly
Parsey Mcparseface MCP Server
[Archive] A simple Python Flask app to run Parsey McParseface.
Php Mcp Sdk MCP Server
PHP implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools. ✨ Features 🚀 Complete MCP Protocol Support - Full implementation of the MCP specification 🔧 Type-Safe
Scopus MCP Server
Provides access to the Elsevier Scopus API, enabling AI assistants to search for academic papers, retrieve detailed abstracts, and look up author profiles. It facilitates bibliometric research and scholarly data analysis through natural language comm
Scopus MCP Server
A Model Context Protocol (MCP) server for Elsevier Scopus. Allows AI assistants like Claude to search academic papers, retrieve abstracts, and analyze author profiles directly.
SentinelGate
Access control for AI agents. MCP proxy + Policy Decision Point. CEL policies, RBAC, full audit trail. Any container, any sandbox.
Skill-to-MCP
Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, re
TeamCity MCP Server
Enables AI coding assistants to interact with JetBrains TeamCity CI/CD server through natural language commands. Supports triggering builds, monitoring status, analyzing test failures, and managing build configurations directly from development envir
Toolbox MCP Server
Collaborative application security testing between humans and agents via CLI and MCP
Webmcp Bridge MCP Server
Bridge local MCP clients to browser WebMCP tools through Playwright, using native WebMCP when available and injected adapters when not.
Ai Coding Toolkit MCP Server
Build your Plaid integration in record time with a development toolkit for your AI coding tools, including prompts, sandbox data, and an MCP server.
Amazon Bedrock MCP Server
Model Context Procotol(MCP) server for using Amazon Bedrock Nova Canvas to generate images
Amazon Bedrock MCP Server
Model Context Procotol(MCP) server for using Amazon Bedrock Nova Canvas to generate images
Audrey
Local-first memory firewall and MCP server for AI agents. Audrey provides recall, memory capsules, preflight checks, reflexes, validation, tool-trace learning, contradiction handling, and SQLite/sqlite-vec storage.
Aula MCP Server
MCP server for Denmark's Aula school platform — TypeScript MitID auth, no headless browser. Exposes profiles, calendar, messages, ugeplaner to AI agents (Claude/Cursor/etc) via Model Context Protocol.
Chain of Draft Thinking
Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to rea
Clio Kit MCP Server
Parallel Sort MCP - High-Performance Log File Processing for LLMs with advanced sorting and analysis
Dify Tools MCP Converter
Converts Dify tools' API to MCP (Model Control Protocol) compatible API, allowing tools created in Dify to be accessed from MCP clients like Cherry Studio.
FFmpeg MCP
Enables video and audio processing through FFmpeg, supporting format conversion, compression, trimming, audio extraction, frame extraction, video merging, and subtitle burning through natural language commands.
Jentic Sdks MCP Server
MCP server endpoint for agent integration
k6-mcp-server
A Model Context Protocol (MCP) server implementation that allows AI assistants to run k6 load tests through natural language commands, supporting custom test durations and virtual users.
Kimai Mcp MCP Server
A comprehensive Model Context Protocol (MCP) server for Kimai time-tracking integration. Provides tools for timesheet management, project tracking, team collaboration, and reporting with smart user selection and Claude Desktop integration.
Kwin MCP Server
MCP server for Linux desktop GUI automation on KDE Plasma 6 Wayland -- 30 tools for virtual and live sessions
Limitless MCP Server
Connects AI assistants to personal lifelog data from Limitless AI, enabling users to search and retrieve memories, recordings, and meeting notes. It allows for natural language querying of personal history and provides AI-generated daily summaries wi
Luma Api MCP Server
Powered by Ray (video) and Photon (image) models by Luma AI
Mcp Cmd MCP Server
CLI for calling successive MCP Server tools
Mcp Lifecycle Operator MCP Server
A Kubernetes operator that provides a declarative API to deploy, manage, and safely roll out MCP Servers, handling their full lifecycle with production-grade automation and ecosystem integrations.
mcp-tool-server
A TypeScript prototype for an MCP-style registry providing local utility tools for shell command execution, filesystem access, and search functionality. It features Zod input validation and project manifest resource exposure for embedding into larger
MCP Trino Server
A Model Context Protocol server that provides seamless integration with Trino and Iceberg, enabling data exploration, querying, and table maintenance through a standard interface.
Ols MCP Server
A model context protocol (MCP) server for the EBI Ontology Lookup Service (OLS)
PDB MCP Server
A Model Context Protocol (MCP) server that provides access to the Protein Data Bank (PDB) - the worldwide repository of information about the 3D structures of proteins, nucleic acids, and complex assemblies.
Python Sequential Thinking MCP Server
A Python implementation of the Sequential Thinking MCP server using the official Model Context Protocol (MCP) Python SDK. This server facilitates a detailed, step-by-step thinking process for problem-solving and analysis.
Roblox MCP
📇 🏠 🍎 🪟 - MCP server and plugin that lets AI agents (Claude Code, Cursor, Codex, Gemini) directly control
RobotMem
Enables robots to store, retrieve, and consolidate episodic experiences including physical parameters, trajectories, and outcomes. It supports hybrid vector search with structured filtering and spatial sorting to help robotic agents learn from past s
Roo Logger MCP Server
An MCP server for logging activity in Roo Code/Cline.
spectrawl
Unified web layer for AI agents. Search across 8 engines, stealth browse with Camoufox/Playwright, manage cookie auth, and act on 24 platforms.
Streamnative MCP Server
Developer-friendly MCP server bridging Kafka and Pulsar protocols—built with ❤️ by StreamNative for an agentic, streaming-first future.
Aisdk Mcp Bridge MCP Server
Bridge package enabling seamless integration between Model Context Protocol (MCP) servers and AI SDK tools. Supports multiple server types, real-time communication, and TypeScript.
Awesome Agent Skills MCP Server
Provides access to over 100 curated AI agent skills from organizations like Anthropic, Vercel, and Hugging Face. It enables AI assistants to perform specialized tasks including document processing, security analysis, and web development through a sta
balldontlie-mcp
An MCP Server implementation that integrates the Balldontlie API, to provide information about players, teams and games for the NBA, NFL and MLB.
BGPT
📇 ☁️ - Search scientific papers with structured experimental data extracted from full-text studies.
BioContextAI Knowledgebase MCP
An MCP server that provides standardized access to biomedical knowledge bases and resources, enabling AI systems to retrieve verified information from sources like bioRxiv, EuropePMC, and various protein/gene databases.
Bruno MCP Server
Integrates Bruno CLI for API testing, enabling users to run API requests and collections, manage environments, generate test reports (JSON/JUnit/HTML), and validate collection structures through natural language commands.
Cert Manager MCP Server
MCP Server for cert-manager
Claude Skills Vault MCP Server
A curated collection of high impact skills for Claude Code designed to supercharge the senior full stack workflow. This vault automates the repetitive parts of development like architectural reviews, TDD cycles, and PR management so you can stay in f
CSV Editor
Stateful CSV editing MCP server for AI assistants — sessions, undo/redo, auto-save, and 39 pandas-powered tools. Works with Claude, ChatGPT, Cursor, Windsurf, Claude Code, and any MCP-compatible client. Built on FastMCP 3
Fintual Mcp Server MCP Server
Fintual MCP Server
Foundryvtt MCP Server
A Model Context Protocol (MCP) server that integrates with FoundryVTT, allowing AI assistants to interact with your tabletop gaming sessions. Query actors, roll dice, generate content, and manage your game world through natural language.
gnosis-mcp
Zero-config knowledge base for AI coding agents. Loads your markdown docs into a searchable database and exposes them as MCP tools — search, read, and manage documentation without leaving your editor. Works instantly with SQLite (no setup), upgrades
Hyades MCP Server
Unicode/ASCII Mathematical Typesetting Engine with LaTeX Input, VSCode Integration, MCP server, and Automatic Rendering into Source Code Comments
Jadx MCP Server
A Pure-Java MCP Server for JaDX Android Reverse Engineering Tool
Langchain Mcp Tools Ts MCP Server
MCP to LangChain Tools Conversion Utility / TypeScript
Mcp Binlog Tool MCP Server
A Model Context Protocol server binary that exposes information inside an MSBuild Binary Log to LLMs to aid build analysis.
Mcp Community MCP Server
Easily run, deploy, and connect to MCP servers
Mcp For Splunk MCP Server
MCP Server for integrating with Splunk Enterprise
MCP Forensic Toolkit
A secure, AI-ready local server that provides digital forensics tools for analyzing logs, verifying file integrity, and generating audit-grade reports.
Mcp Koii MCP Server
MCP Server for Teenage Engineering EP-133 KO-II
mcp-obsidian
An MCP server that enables AI assistants to interact with Obsidian vaults by providing tools for note management, full-text search, and link analysis. It supports comprehensive file operations, frontmatter manipulation, and daily note creation while
MCP Prompt Optimizer
This MCP server provides research-backed prompt optimization tools and professional domain templates designed to improve AI performance through strategies like Tree of Thoughts and Medprompt. It enables users to analyze, auto-optimize, and refine pro
Mcp Windows Automation MCP Server
🚀 AI-Powered Windows Automation Server using Model Context Protocol (MCP) | Control Windows apps, automate tasks, and manage systems through natural language commands with Claude, ChatGPT & other AI assistants | 80+ automation tools
Perplexity MCP Server
A Perplexity API MCP server that unlocks Perplexity's search-augmented AI capabilities for LLM agents. Features robust error handling, secure input validation, and transparent reasoning with the showThinking parameter.
Securitycopilotmcpserver MCP Server
MCP Server that integrates with Security Copilot, Sentinel and other tools (in the future). It enhance the process of developing , testing and uploading Security Copilot artifacts.
Studio5000 Ai Assistant MCP Server
A MCP server that allows AI models to interact with the Rockwell Automation SDK and internal documentation that comes with downloading the software
Tidb MCP Server
mcp server for tidb
Uk Case Law MCP Server
MCP server for UK case law using The National Archives API. Enables LLMs to search, retrieve, and cite UK legal judgments.
Wholesaler Claude Skills MCP Server
6 Claude Code skills for real estate wholesalers — property recon, conversation coaching, creative finance, deal stacking, comp analysis, and CRM integration. Powered by MCP servers.
Wiresharkmcp MCP Server
Wireshark Packet Analyzer with MCP Integration This project integrates the MCP (Message Communication Protocol) server with Wireshark to analyze and interact with network packets. The tool enables packet capture, analysis, and management using MCP wh
Ab100 MCP Server
Exam AB-100: Agentic AI Business Solutions Architect
Adyen MCP Server
Typescript library for integrating Adyen APIs via an MCP server
Agent Board
A task orchestration system for AI agent teams that provides a Kanban dashboard and 12 MCP tools to manage multi-step workflows with DAG dependencies. It enables agents to coordinate through task threads, automated retries, and real-time webhook noti
Appcontrol Mcp Go MCP Server
AppControl MCP is a local server connecting AI agents and IDEs like Claude, Cursor, and Windsurf to system history provided by the AppControl desktop app. Ask which apps used CPU, GPU, RAM, or disk, and what caused slowdowns, heat spikes, or webcam,
Awesome MCP Server
🚀 Discover and explore a curated list of MCP servers, tools, and resources for AI assistants, enhancing your development and productivity.
Codex Cli Mcp Tool MCP Server
MCP server that allows Claude Code to interact with OpenAI Codex CLI
Cuba Memorys MCP Server
Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian learning, episodic memory, contradiction detection, prospective triggers, Bayesian calibration, zero-config Docker setup.
Cuba-memroys
Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian learning, episodic memory, contradiction detection, prospective triggers, Bayesian calibration, zero-config Docker setup.
Github Mcp Server Review Tools MCP Server
Extended GitHub MCP Server with additional tools for pull request review comment functionality
Gravitino MCP Server
MCP server for Apache Gravitino
Higress Ops MCP Server
A Model Context Protocol (MCP) server implementation that enables comprehensive configuration and management of Higress.
Hotels Mcp Server MCP Server
MCP server for hotel searches using Booking.com API
MCP Diagnostics Extension
Exposes VS Code diagnostic problems like errors and warnings in real-time to AI agents via the Model Context Protocol. It enables AI tools to see compilation and linting issues directly from the problems panel to provide context-aware debugging and a
Mcp Lsp MCP Server
MCP server for Language Server Protocol integration.
Mcp Observer MCP Server
An MCP server that provides server-to-client notifications for file changes that the client subscribes to
Mcp On Android Tv MCP Server
A Model Context Protocol (MCP) community server running on Android TV with on-device ADB integration - Control your TV with natural language.
Mcp Substack MCP Server
🤖 MCP Server for Substack integration with Claude AI Desktop. Download and parse Substack posts directly in your Claude conversations.
Mcpsec MCP Server
An AI-driven dynamic protocol fuzzer for the Model Context Protocol (MCP). Prove runtime exploitability by discovering state violations, transport crashes, and application-layer logic flaws (SSRF, LFI) before your AI agents do.
Metashape MCP Server
AI-powered photogrammetry automation — MCP server for Agisoft Metashape Professional 2.3+. Control the full pipeline (alignment, dense cloud, mesh, texture, DEM, orthomosaic, export) using natural language through Claude or any MCP-compatible AI assi
Minime MCP Server
Universal infinite memory layer for Developer AI assistants. One shared brain across Claude, Cursor, Windsurf & more. 100% local, built on MCP standard. Stop re-explaining context
miro-mcp-server
MCP server for controlling Miro whiteboards with AI assistants. Create and manage stickies, shapes, frames, connectors, and more.
Modelcontextprotocol Security Io MCP Server
Official website and documentation hub for the Model Context Protocol Security initiative. Provides security guidance, best practices, tools, and community resources for safely deploying MCP servers and AI agents. A Cloud Security Alliance community
Osmmcp MCP Server
OpenStreetMap MCP server providing precision geospatial tools for LLMs via Model Context Protocol. Features geocoding, routing, nearby places, neighborhood analysis, EV charging stations, and more.
pastorsimon1798/mcp-video
🐍 🏠 🍎 🪟 🐧 - Video editing MCP server with 26 tools for trimming, merging, text
Solidworks Mcp MCP Server
MCP server to automate SolidWorks using Claude AI — 22 tools for parts, sketches & features
Srag MCP Server
Semantic code search and RAG system written in Rust with tree-sitter chunking, MCP server for IDE integration, prompt injection detection, and secret redaction
Stt Mcp Server Linux MCP Server
Local speech-to-text MCP server for Tmux on Linux (for use not only with Claude Code)
Toolhive Catalog MCP Server
ToolHive's registry catalog of MCP servers
ARBuilder
🐍 ☁️ 🏠 🍎 🪟 🐧 - AI-powered code generator for the Arbitrum ecosystem. 19 MCP tools for Stylus smart
AutoWP MCP Server
Connects Claude to WordPress sites through the REST API, enabling AI-assisted content creation, publishing, media management, user administration, and site maintenance tasks through natural language.
Autowpmcp MCP Server
AutoWP MCP (Model Context Protocol) server connects Claude to WordPress site and allows users to ask Claude to write blog posts and automatically publish them to WordPress sites.
Bluetooth MCP Server
bluetooth-mcp-server for Claude AI
Client Demo MCP Server
Streamable HTTP based MCP server and Client demo with auto registry, Dockerfile setup and env.
Cobaltstrike MCP Server
MCP Server for Cobalt Strike interaction.
Contextgraph MCP Server
Shared memory bus for MCP-compatible agents with permissions, subscriptions, and optional payments.
Eraser Diagram Renderer
Enables rendering of diagrams (sequence, flowchart, ER, cloud architecture, etc.) using the Eraser.io API with customizable themes, backgrounds, and scaling options. Returns image URLs or base64-encoded content with built-in icon validation.
Eraser Io MCP Server
A Python MCP (Model Context Protocol) server and CLI tool to render diagrams using the Eraser API.
Fastdomaincheck Mcp Server Python MCP Server
MCP Server for checking domain name availability using WHOIS and DNS via stdio.
Finance MCP Server
LLM-powered MCP server for building financial deep-research agents, integrating web search, Crawl4AI scraping, and entity extraction into composable analysis flows.
Fortigate MCP Server
A comprehensive Model Context Protocol (MCP) server for managing FortiGate devices.
Grumpy Senior Developer MCP
An MCP server that reviews code with the sarcastic and cynical tone of a grumpy senior developer, helping identify issues in PRs and providing feedback on code quality.
Heuristic MCP Server
Enhanced MCP server for semantic code search with call-graph proximity, recency ranking, and find-similar-code. Built for AI coding assistants.
IT Tools MCP Server
A comprehensive Model Context Protocol (MCP) server that provides access to over 100 IT tools and utilities commonly used by developers, system administrators, and IT professionals. Inspired by https://github.com/CorentinTh/it-tools
It Tools MCP Server
A comprehensive Model Context Protocol (MCP) server that provides access to over 100 IT tools and utilities commonly used by developers, system administrators, and IT professionals. Inspired by https://github.com/CorentinTh/it-tools
Mantic Mcp MCP Server
A comprehensive Model Context Protocol (MCP) server that provides full integration with Mautic marketing automation platform.
Mcp A2A MCP Server
A2A MCP Server is a lightweight Python bridge that lets Claude Desktop or any MCP client talk to A2A agents. It provides three tools: register servers, list agents, and call an agent, enabling quick integration of A2A-compatible agents with zero boil
Mcp Ai Agent MCP Server
A TypeScript library that enables AI agents to leverage MCP (Model Context Protocol) servers for enhanced capabilities. This library integrates with the AI SDK to provide a seamless way to connect to MCP servers and use their tools in AI-powered appl
Mcp Data MCP Server
Duckdb-based MCP server for datasets
Mcp Documents Reader MCP Server
Model Context Protocol (MCP) server exposes tools to read multiple document types including DOCX, PDF, Excel, and TXT. This has been tested on Trae Desktop.
Mcp Nuclei Server MCP Server
A Nuclei security scanning server based on MCP (Model Control Protocol), providing convenient vulnerability scanning services.一个基于 MCP (Model Control Protocol) 的 Nuclei 安全扫描服务器，提供便捷的漏洞扫描服务。
Mcp Nullbr MCP Server
用于搜索影视资源的mcp，使用的是nullbr的api
Mcp Semantic Scholar MCP Server
MCP server for Semantic Scholar to search for papers
MCP Server Memos
A Python package that enables LLM models to interact with Memos server through the Model Context Protocol interface, allowing search, creation, retrieval, and management of memos.
Mcp Strava MCP Server
The MCP Strava Server facilitates seamless integration between Strava APIs and Claude for Desktop.
Mcp Template Ts MCP Server
A simple MCP server template for the TypeScript SDK.
Mcpagentai MCP Server
Python SDK designed to simplify interactions with MCP (Model Context Protocol) servers. It provides an easy-to-use interface for connecting to MCP servers, reading resources, and calling tools
Mcpbar MCP Server
The CLI manager for MCP servers
Memos Py MCP Server
A Python package enabling LLM models to interact with the Memos server via the MCP interface for searching, creating, retrieving, and managing memos.
Microsoftgraph Transcript Mcp MCP Server
A remote Model Context Protocol (MCP) server that retrieves Microsoft Teams meeting transcripts via the Microsoft Graph API, using delegated **OAuth 2.0 On-Behalf-Of (OBO)** authentication. Designed for integration with Microsoft Copilot Studio (via
Odoo Claude MCP
Odoo MCP server for Claude Code and Claude.ai — turn any self-hosted Odoo instance (15 → 19) into an AI assistant via the Model Context Protocol. 197+ tools, multi-tenant, Bulgaria localization (НАП, ДДС, ЕИК) included.
Paper MCP Server
Enables AI assistants like Claude to interact with Paper's trading platform API using natural language, allowing users to manage accounts, portfolios, trades, and access market data through conversational requests.
Plasmate
Agent-native headless browser for AI agents. Converts web pages to a Semantic Object Model (SOM) instead of raw HTML — 17x average token reduction across real-world sites (up to 117x on complex pages). Native MCP server with fetch_page, extract_text,
Reportportal MCP Server
MCP server for ReportPortal
Smarttune Cli MCP Server
SmartTune CLI — Multi-platform flight log analysis & tuning advisor (ArduPilot + Betaflight + PX4)
SupaThings MCP
SupaThings MCP is a macOS server that enables AI agents to read and manage Things 3 data by combining SQLite-based queries with official URL-scheme commands. It provides over 30 tools for project structural analysis and task placement, allowing agent
Teamwork
🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - Project and resource management platform that keeps your client projects on track, makes managing resources a breeze, and keeps your profits on point.
video-research-mcp
Give Claude Code 51 research, analysis & media production tools with one command. Video analysis, deep research, academic papers, TTS voice-over, AI video generation, and Weaviate knowledge store — powered by Gemini 3.5 Flash.
Agentic Cortex MCP Server
A personal AI operating system built on OpenClaw/Claude Code, MCP servers, and structured markdown. Feedback RL, voice cloning, Screenpipe integration.
Android Tools MCP Server
🔌 An Android Studio plugin exposing native Gemini tools as an MCP server. Enable external AI assistants (Claude, Copilot) to call Android-specific tools directly.
App Store Connect MCP Server
Enables AI assistants to access App Store Connect data including financial metrics, subscription analytics, app performance data, and revenue insights. Provides real-time iOS app metrics through secure API integration with rate limiting and comprehen
Appstore Connect MCP Server
Code Mode MCP server for App Store Connect — 923 endpoints through 2 tools
Aps MCP Server
Simple prototype MCP server integrating Autodesk APIs
Builtwith Api MCP Server
TypeScript library, MCP, and agent-friendly CLI for the BuiltWith API.
Cocos Mcp Tools MCP Server
cocos-mcp-tools
dav-mcp
Turn any calendar, contact book, or task list into an AI-orchestrated system. Platform-independent via CalDAV/CardDAV works with Nextcloud, Baikal, Fastmail, and any standards-compliant DAV server. 26 tools with field-agnostic updates.
Djeb Mcp Server MCP Server
JEB MCP Server for Claude Desktop integration. AI-assisted Android APK reverse engineering with decompilation, batch renaming, cross-references, and resource analysis.
Domain Search MCP
Fast domain availability checker that searches across multiple registrars (Porkbun, Namecheap) and protocols (RDAP, WHOIS) to find available domains, compare pricing, get suggestions, and check social media username availability.
Dx Toolkit MCP Server
Open-source toolkit enabling developers to integrate You.com's AI capabilities into their workflows
Expedia Travel Recommendations MCP Server
An MCP (Model Context Protocol) server for the Expedia Travel Recommendation Service API, supporting both stdio and streamable-http protocols for flexible integration.
Fastapi Langgraph Chatbot With Vector Store Memory Mcp Tools And Voice Mode MCP Server
A scalable AI chatbot platform built with FastAPI and LangGraph, featuring multi-agent orchestration, multi-tenant vector storage, cross-chat memory, and voice call capabilities through LiveKit integration.
Linkwarden MCP Server
An MCP Server for Linkwarden
MariaDB MCP Server
Enables AI assistants to securely interact with MariaDB and MySQL databases using granular per-connection read/write permissions and transaction support. It allows users to manage multiple database connections, explore schemas, and execute controlled
Mcp 1C Platform Tools MCP Server
MCP-сервер расширения 1C: Platform Tools для агентов Visual Studio Code (Cursor) по IPC.
mcp-libsql
Secure MCP server for libSQL databases with comprehensive tools, connection pooling, and transaction support. Built with TypeScript for Claude Desktop, Claude Code, Cursor, and other MCP clients.
MCP360 Universal Gateway
Provides unified access to 100+ MCP tools from the marketplace plus custom MCPs through a single gateway with search and execute capabilities.
mercury-invoicing-mcp
Mercury Banking MCP server with full Invoicing API support. Read accounts/transactions and create/manage recurring invoices via Model Context Protocol.
Microsoft Paint MCP Server
MCP server for microsoft paint
NEXO Brain
🐍 🏠 - Cognitive memory for AI agents with Atkinson-Shiffrin memory model (STM/LTM/sensory register), semantic
Nexo MCP Server
NEXO Brain — Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, trust scoring, 150+ MCP tools. Works with Claude Code, Codex, Claude Desktop & any MCP client. 100% local, open source, free.
Openstack MCP Server
A lightweight and extensible service that enables AI assistants to securely execute OpenStack CLI commands via the Model Context Protocol (MCP)
Pipefy MCP Server
MCP server, CLI, and agent skills for Pipefy.
PopHIVE MCP Server
Provides access to comprehensive public health data from Yale's Population Health Information Visual Explorer, including metrics on immunizations, respiratory diseases, and chronic conditions. It enables users to perform state-level comparisons, time
real-browser-mcp
📇 🏠 - MCP server + Chrome extension that gives AI agents control of the user's real brow
Runner MCP Server
A WebSocket server implementation for running Model Context Protocol (MCP) servers. This application enables MCP servers to be accessed via WebSocket connections, facilitating integration with web applications and other network-enabled clients.
Telegram Api MCP Server
Ultimate Telegram Bot API MCP server — full v9.6 coverage, meta-mode, rate limiting, circuit breaker. TypeScript.
Text2Sim Mcp MCP Server
Text2Sim MCP Server is a conversational simulation engine that transforms natural language into working simulation models. Supporting Discrete-Event Simulation (DES) and System Dynamics (SD), it integrates with LLMs via the Model Context Protocol (MC
Unified Gateway MCP Server
Unified MCP Gateway Platform, Marketplace & Custom MCPs
voc-amazon-reviews
Agent-native Amazon review intelligence — fetches verified reviews from 10 marketplaces via real Shulex OpenAPI (not scrapers) and produces copy-ready listing improvements grounded in actual customer language. Backed by a 2B-review historical dataset
Whois MCP
A Model Context Protocol server that allows AI agents to perform WHOIS lookups, enabling users to directly ask the AI about domain availability, ownership, registration details, and other domain information.
Wxmcpserver MCP Server
**WxMCPServer** is an IBM webMethods Hybrid Integration (IWHI) based MCP server, that enables existing APIs to be used as MCP tools.
Aceternityui MCP Server
A Model Context Protocol (MCP) server that provides seamless integration with the Aceternity UI component registry. This package enables AI assistants and applications to search, discover, and install Aceternity UI components programmatically.
Augmented Nature Uniprot Mcp Server MCP Server
A comprehensive Model Context Protocol (MCP) server providing advanced access to the UniProt protein database.
Awesome Agentic Advertising MCP Server
A curated list of MCP servers, tools, protocols, and resources for AI-powered advertising campaign management. Covers Google Ads, Meta, LinkedIn, Reddit, TikTok, Amazon, and more.
Better Email MCP
📇 ☁️ 🍎 🪟 🐧 - IMAP/SMTP email MCP server with App Passwords (no OAuth2). Auto-discovers G
Bikescout MCP Server
AI for tactical cycling intelligence: Predictive mud logic, S-Scale terrain analysis, and AI-powered GPX routing
Brightspace MCP Server
📇 🏠 🍎 🪟 🐧 - MCP server for D2L Brightspace LMS. Check grades, du
Chain of Draft Prompt Tool
Transforms prompts into Chain of Draft (CoD) or Chain of Thought (CoT) format to enhance LLM reasoning quality while reducing token usage by up to 92.4%, supporting multiple LLM providers including Claude, GPT, Ollama, and local models.
Cmcp MCP Server
A command-line utility for interacting with MCP servers.
Elasticsearch Knowledge Graph for MCP
Provides a scalable knowledge graph implementation for Model Context Protocol using Elasticsearch, enabling AI models to store and query information with advanced search capabilities, memory-like behavior, and multi-zone architecture.
Honeybadger MCP Server
Official Honeybadger MCP (Model Context Protocol) server.
Joomla MCP Server
The Joomla MCP Server facilitates interaction between AI assistants (like Claude) and Joomla websites through the Joomla Web Services API. It provides tools to manage articles, including retrieving, creating, updating, and deleting content, as well a
Kaiten MCP Server
Production-ready MCP server for Kaiten API integration with Claude Desktop
Kalshi MCP Server
A MCP server to interact with Kalshi prediction markets
Local Falcon MCP Server
Connects AI systems to Local Falcon API, enabling access to local SEO reporting tools including scan reports, trend analysis, keyword tracking, and competitor data through the Model Context Protocol.
Mcp Fhir Tools MCP Server
A collection of tools for working with FHIR data, designed to be used with Large Language Models via the Model Context Protocol.
Mcp India Stack MCP Server
MCP server for Indian APIs — GSTIN, IFSC, PAN, UPI, pincode, HSN/SAC. Zero auth. Offline-first. For AI agents.
Mcp Spotify Player MCP Server
– Control Spotify playback, queue, volume and playlists from Claude/Cursor via MCP. (Python)
Mcp Tools Cookbook MCP Server
A comprehensive collection of Model Context Protocol (MCP) tool patterns and recipes. This cookbook demonstrates various MCP design patterns that you can use as building blocks for your own AI-powered applications.
Mcp Tradingview MCP Server
A Model Context Protocol (MCP) server that provides programmatic access to TradingView's technical indicators and market data for automated trading analysis and strategy development.
Medium MCP Server
Model Context Protocol (MCP) server for Medium API integration
mendeley-mcp
🐍 ☁️ - MCP server for Mendeley reference manager. Search your library, browse folders, get document metadata, search the global catalog, and add papers to your collection.
Openapi2Mcptools MCP Server
OpenAPI specifications => MCP (Model Context Protocol) tools
Openpyxl MCP Server
A thin wrapper around the OpenPyXl Python library that exposes some of its features as Model Context Protocol (MCP) server. This allows Claude and other MCP clients to fetch data from Excel files.
Puppeteer MCP Server
Self-hosted Puppeteer MCP server with remote SSE access, API key authentication, and Docker deployment. Complete tool suite for browser automation via Model Context Protocol.
shodan-mcp
Shodan MCP server for Claude, Cursor & VS Code. 20 tools for passive reconnaissance, CVE/CPE intelligence, DNS analysis, and device search. 4 tools work free without an API key. OSINT and vulnerability research from your IDE.
spotify-mcp
An MCP server that enables users to control Spotify playback, search for music, and manage playlists through MCP-compatible clients. It supports features like track recommendations and playback management using secure OAuth authentication.
Toolsformcpserver Extension MCP Server
Simplified Google Workspace Automation with Gemini CLI Extensions
TranscriptionTools MCP Server
Provides intelligent transcript processing capabilities for Claude, featuring natural formatting, contextual repair, and smart summarization powered by Deep Thinking LLMs.
ui-ux-pro-mcp
🎨 AI-powered UI/UX design intelligence - 1519+ curated design resources through MCP | React, Vue, Next.js, Flutter & more
UniProt MCP Server
Provides seamless access to UniProtKB protein database, enabling queries for protein entries, sequences, Gene Ontology annotations, full-text search, and ID mapping across 200+ database types.
Weathermcpserver MCP Server
一个基于和风天气构造的天气服务MCP，支持SSE
Webmcp Proxy MCP Server
Integrate your existing MCP server on your website for browsing agent
YouTube Toolbox
An MCP server that provides AI assistants with powerful tools to interact with YouTube, including video searching, transcript extraction, comment retrieval, and more.
Ace Mcp Go MCP Server
Go-based MCP server for codebase indexing and semantic search (Augment-compatible)
Agent Room MCP Server
Multi-agent collaboration rooms for Claude Code, Cursor, Codex & Gemini — distributed dev, code review, PR handoff, FE↔BE integration. MCP-native, self-hostable.
Alibabacloud Api MCP Server
阿里云 MCP Server 是一个强大的云服务集成平台，通过 Model Context Protocol (MCP) 为 AI 应用提供阿里云服务的无缝集成能力。该平台支持数万个阿里云 OpenAPI，让开发者能够轻松地将阿里云的各种服务能力集成到 AI 工作流中。
Artclaw Bridge MCP Server
让 DCC 工具通过 MCP 协议接入 AI Agent 的桥接框架 | Bridge DCC tools to AI Agents via MCP protocol
Attestable MCP Server
Verify that any MCP server is running the intended and untampered code via hardware attestation.
Better Godot MCP
📇 🏠 🍎 🪟 🐧 - 18 composite tools for structured Godot 4.x interaction: scenes, nodes, GDSc
Check MCP Server
MCP server for the Check Payroll API
Companies House MCP Server
🇬🇧🏦 MCP server for UK Companies House API - Search companies, retrieve detailed information, filing history, officers, and charges data through the Model Context Protocol
Datapizza MCP Server
Server MCP per interrogare la documentazione di datapizza-ai realizzato con datapizza-ai
Delphi Build Server
Enables building and cleaning Delphi projects (.dproj/.groupproj) on Windows using MSBuild with RAD Studio environment initialization. Supports both individual projects and group projects with configurable build configurations and platforms.
Devmind Mcp MCP Server
DevMind MCP provides **persistent memory capabilities** for AI assistants through the Model Context Protocol (MCP). It enables AI to remember context across conversations, automatically track development activities, and retrieve relevant information
Gms2 MCP Server
MCP Server for Game Maker Studio 2
Google Image Search MCP Server
An MCP server for Google Image Search integration
Gsd Task Manager MCP Server
Stop juggling, start finishing. GSD Task Manager makes it easy to sort your to-dos into what’s urgent and what’s important, so you can finally get stuff done without burning out. It’s simple, visual, and works entirely offline.
Hamr MCP Server
The Go framework for building MCP servers. Your struct tags are your schema.
Jama MCP Server
Model Context Protocol server for Jama Connect Software
MATLAB MCP Tool
Enables interactive MATLAB development by allowing users to execute scripts and specific code sections, manage workspace variables, and capture generated plots. It integrates with the MATLAB Python Engine to provide persistent execution context for M
Matlab Mcp Tools MCP Server
An MCP to develop MATLAB pipelines section by section and read figures one dimension at a time
Mcp Apex Sdk MCP Server
Apex SDK for building Model Context Protocol (MCP) servers natively in Salesforce
Mcp Copilot MCP Server
A meta MCP server that seamlessly scales LLMs to 1000+ MCP servers through automatic routing.
mcp-graphql-forge
MCP that can proxy any GraphQL API and expose graphql operations as mcp tools.
Mcp Surf Forecast MCP Server
Python-based MCP server that integrates the Open-Meteo Marine API to deliver global surf and marine forecasts. Converts any city name into geographic coordinates and provides swell height, period, direction, and wind conditions for surf spots worldwi
Mcp To Pi Tools MCP Server
MCP server for mcp to pi tools
Mcpdog MCP Server
🐕 Universal MCP Server Manager - Configure once, manage multiple MCP servers through a single interface. Perfect for Claude Desktop, Claude Code, Cursor, Gemini CLI & AI assistants. Web dashboard, auto-detection, unified proxy layer.
Mcpsqlserver MCP Server
SQL Server MCP Server for Windsurf IDE - A standalone MCP server providing SQL Server integration capabilities
Minecraft Dev MCP Server
Model Context Protocol server for Minecraft Development
mintlify-mcp
An MCP server that enables users to query any Mintlify-powered documentation site directly from Claude. It leverages Mintlify's AI Assistant API to provide RAG-based answers and code examples for various platforms like Agno, Resend, and Upstash.
Modelcontextprotocol Rust Sdk MCP Server
The UNofficial Rust SDK for Model Context Protocol servers and clients
Nugetmcpserver MCP Server
.NET MCP server that gives LLMs real NuGet API metadata to reduce hallucinations
Obsidian Vault MCP Server
MCP tool allowing Open WebUI or Claude Desktop to retrieve files from your vault
Ollama Mcp Example MCP Server
Ollama MCP example for dummies.
OneTool MCP
One MCP for developers — no tool tax, no context rot. 100+ tools including Brave, Google, Tavily, Context7, Excalidraw, AWS, Excel, Database, Playwright, Chrome DevTools, and more. Install once, access everything.
Openapi Client MCP Server
OpenAPI Client is a toolkit that helps you create HTTP clients for external APIs based on their OpenAPI specifications. It simplifies the process of consuming and interacting with various web services.
osint-mcp-server
OSINT intelligence MCP server for AI agents — 37 tools, 12 sources. Shodan, VirusTotal, Censys, SecurityTrails, DNS reconnaissance, WHOIS, certificate transparency, BGP routing, Wayback Machine, GeoIP. Automated open source intelligence and attack su
Pentest MCP Server
An AI-powered penetration testing server that integrates over 30 security tools with Groq LLM analysis for automated vulnerability scanning, triage, and reporting. It enables users to perform comprehensive security assessments through natural languag
Pypi Query MCP Server
A Model Context Protocol (MCP) server for Python package intelligence, providing structured queries for PyPI packages and GitHub repositories. Features include dependency analysis, version tracking, and package metadata retrieval for LLM interactions
Pyspark MCP Server
MPC Server for PySpark inpired by the LakeSail
pyxel-mcp
🐍 🏠 - MCP server for Pyxel retro game engine, enabling AI to run, capture scree
Quicken Mac MCP
Provides read-only access to Quicken for Mac financial data, allowing users to query accounts, transactions, and spending trends through natural language. The server functions by reading the local SQLite database directly while the Quicken applicatio
Quicken Mac MCP Server
MCP server providing read-only access to Quicken For Mac financial data via Claude
remembrallmcp
Persistent knowledge memory layer for AI agents. Hybrid semantic + full-text search with pgvector, code dependency graph with blast-radius impact analysis, and incremental indexing for 7 languages. In-process ONNX embeddings, no external API required
RevitMCPBridge2026
MCP server for Autodesk Revit (BIM) with 705+ API endpoints. Enables AI agents to create walls, place doors/windows, generate sheets, manage views, and produce construction documents via the Model Context Protocol. Uses named pipes for zero-crash Rev
SeeDream Image MCP
Generates high-quality images using Volcano Engine's SeeDream 4.0 model with AI-powered prompt generation. Supports custom dimensions and intelligent reference images for seamless image creation in MCP-enabled clients.
Sleuth MCP Server
6 phase, 56 task agent workflow, consisting of; Operational Direction, Intelligence Collection, Collation & Entity Resolution, Chronological & Relational Processing, Hypothesis & Reasoning, concluding with the Final Report. Templates for every step,
SmartLead MCP Server
🚀 Premier Model Context Protocol server for SmartLead cold email marketing automation. Complete API integration with 113 tools for campaign management, lead tracking, deliverability optimization, and analytics. Works with Claude Desktop, Cursor, Wind
Stateless Agent Memory Engine (SAME)
🏎️ 🏠 🍎 🪟 🐧 - Memory with provenance tracking — records where agent knowledge originated and de
Tesseron
Enables MCP-compatible AI agents to execute typed live-app actions over WebSocket, allowing agents to directly interact with real application state without browser automation or scraping.
mcp-server-toolkit
A Model Context Protocol server providing LLM Agents with system utilities and tools, including IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.
Trope Cua MCP Server
Background computer use for desktop agents on Windows and macOS
Umami MCP Server
Enables AI assistants to interact with Umami Analytics for both Cloud and self-hosted instances. It provides tools to retrieve website statistics, visitor metrics, pageview trends, and real-time active user counts.
Upbit MCP Server
MCP(Model Context Protocol) server for Upbit
Zellij MCP Server
A comprehensive Model Context Protocol (MCP) server for managing Zellij terminal workspace sessions with 60+ tools across session management, pane operations, plugin integration, and LLM completion detection.
Zim MCP Server
A MCP server that enables AI models to access and search ZIM format knowledge bases offline
Agoragentic Integrations MCP Server
Agent OS integrations for deployed agents: smart routing, execute-first tools, Micro ECF exports, x402 calls, receipts, and Base USDC settlement.
Agoragentic
📇 ☁️ - Agent-to-agent marketplace where AI agents discover, invoke
browse-ai
Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.
Browseai Dev MCP Server
Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.
Bull Vision Agent MCP Server
A FastAPI application that integrates with Telegram using webhooks and OpenAI Agents SDK for AI-powered stock trading assistance, utilizing MCPHub for multiple MCP server management.
Chatgpt2Md MCP Server
Convert ChatGPT export to Markdown with full-text search and MCP server for Claude
claude-faf-mcp
📇 🏠 - First & only persistent project context MCP. Provides .faf (Foundational AI-context Format) Project DNA with 33+ tools, Podium scoring (0-100%), and format-driven architecture. Official Anthropic Registry. 10k+ npm downloads.
Cpi MCP Server
MCP server for SAP Cloud Integration
Dajet MCP Server
MCP-сервер для получения и анализа метаданных 1С:Предприятие 8
Data Intelligence MCP Server
data-intelligence-mcp-server is a centralized Model Context Protocol (MCP) server that provides a unified gateway for exposing and managing MCP tools across microservices in the Watsonx Data Intelligence ecosystem
delimit
One workspace for every AI coding assistant. Governance tools for API lint, diff, persistent ledger, multi-model deliberation, security audit, and test verification. Works with Claude Code, Codex, Cursor, and Gemini CLI.
ethereum-tools
Ethereum Tools for Claude - A comprehensive blockchain analysis toolkit that enables Claude AI to audit smart contracts, analyze wallets, track profitability, and fetch on-chain data using Model Context Protocol (MCP). Seamlessly integrates blockchai
Fast Whisper Mcp Server MCP Server
A high-performance speech recognition MCP server based on Faster Whisper, providing efficient audio transcription capabilities.
Hive Intelligence
Institutional-grade crypto market infrastructure for AI agents — 376+ tools, 10 categories, 9 providers (CoinGecko, DefiLlama, Moralis, GoldRush, Codex, GoPlus, Helius, Tenderly, CCXT). MCP server + CLI for Claude, Cursor, ChatGPT.
Hive Sdk MCP Server
Institutional-grade crypto market infrastructure for AI agents — 376+ tools, 10 categories, 9 providers (CoinGecko, DefiLlama, Moralis, GoldRush, Codex, GoPlus, Helius, Tenderly, CCXT). MCP server + CLI for Claude, Cursor, ChatGPT.
infomaniak-mcp-agent
infomaniak-mcp-agent lets Claude (or any MCP client) drive a real Infomaniak account end-to-end through 54 tools — web hosting, mail, kDrive, domains, DNS, DNSSEC, FTP/SSH users, AI catalogue and more. Every destructive operation goes through a stric
Jiki MCP Server
MCP server for jiki
Jupyter Server MCP Server
An MCP interface/extension for Jupyter Server
Kakao Bot MCP Server
MCP Server Implementation on Kakao Developers API to connect an AI Agent
Kdan Pdf Mcp MCP Server
Connect Claude and ChatGPT to KDAN PDF — upload, edit, compress, protect, redact, and compare PDFs in chat.
Lite MCP Server
A simple lightweight Model Context Protocol (MCP) server integration framework
macOS Tools MCP Server
Provides read-only access to native macOS system utilities including disk management, battery status, network configuration, and system profiling through terminal commands. Enables users to retrieve system information and diagnostics from macOS machi
MCP Code Checker
MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI assistants to analyze your code and suggest improvements.
Mcp Db MCP Server
MCP Database Server with natural language SQL queries
Mcp Delphi MCP Server
Delphi and Lazarus/FPC MCP server: build/clean pascal projects via MCP tools.
Mcp Email Client MCP Server
Email Client as MCP Server. Feature: multiple configuration, more than just gmail
Mcp Freescout MCP Server
An MCP (Model Context Protocol) server for FreeScout helpdesk ticket management and workflow automation. This server provides tools to interact with FreeScout tickets, analyze issues, manage responses, and integrate with Git workflows.
Mcpd Proxy MCP Server
mcpd proxy MCP server for IDE integrations
mcpforge
A Python library to build MCP servers with decorators, auto-generating JSON Schema from type hints and including built-in filesystem and HTTP servers.
Mcpserver Audit MCP Server
mcpserver-audit: Helps you check if MCP servers are safe before using them. Examines servers for security problems, supports publishing findings in audit-db and vulnerability-db. Part of the Model Context Protocol Security initiative, a Cloud Securit
Openapi Mcp Swagger MCP Server
Solve AI context window limits for API docs | Convert any Swagger/OpenAPI to searchable MCP server | AI-powered endpoint discovery & code generation | Works with Cursor, Claude, VS Code
Openpump MCP Server
MCP-native Solana trading infrastructure. TypeScript SDK, MCP server, ElizaOS plugin, and Solana Agent Kit integration for pump.fun automation.
Opentargets MCP Server
Open Targets MCP server for targets, diseases, drugs, variants, and evidence
Ozmium Mcp Server For Sbox MCP Server
Connect AI coding assistants to the S&box editor using the Model Context Protocol (MCP). While you're building your game, your AI assistant can see inside the editor in real time — reading your scene, listing GameObjects, and running console commands
Pd Mcp Server MCP Server
A Model Context Protocol (MCP) server for Pure Data, an open-source visual programming language and patchable environment for real-time computer music.
Programmatic Tool Calling Ai Sdk MCP Server
⚡ Cut LLM inference costs 80% with Programmatic Tool Calling. Instead of N tool call round-trips, generate JavaScript to orchestrate tools in Vercel Sandbox. Supports Anthropic, OpenAI, 100+ models via AI Gateway. Novel MCP Bridge for external servic
Puppeteer Py MCP Server
MCP server providing browser automation via Playwright (Python), enabling LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser.
Python Template MCP Server
This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and more efficient.
Scholarmcp MCP Server
ScholarMCP - An academic research MCP server with comprehensive literature search, PDF ingestion, and citation management tools. Integrates with Google Scholar, OpenAlex, Crossref, and Semantic Scholar for automated research workflows.
Solana Glossary MCP Server
The most complete Solana glossary with 1000+ enriched terms. Available as SDK, MCP Server and Agent Skill.
Statelessagent MCP Server
Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.
Story SDK MCP Server
Provides tools for managing IP assets and licenses, interacting with the Story Python SDK, and handling operations like minting tokens, registering IP, and uploading metadata to IPFS.
Toolsfilter MCP Server
Fetch only relevant tools for the current conversation and save cost while increasing the precision of your LLM Response
Varrd
From idea to edge. Everyone has unique opinions and views of the world. Varrd makes it possible for everyone regardless of statistical, coding, or market knowledge to be able to find their unique edge. The issue with LLMs testing for edges in the mar
youtube-mcp
A local MCP server for extracting YouTube video transcripts, metadata, and performing visual analysis using Gemini Vision or local Whisper models. It enables users to process video content through various tools for subtitle retrieval and frame analys
Ansys MCP Server
Comprehensive MCP server that can interface with various Ansys products
Argyph MCP Server
Local-first MCP server giving AI coding agents fast, structured, and semantic context over any codebase. Zero config, zero cloud, full context.
C64U MCP Server
MCP (Model Context Protocol) server for the Commodore 64 Ultimate Computer.
Create MCP
A CLI tool that sets up a Model Control Protocol server and deploys it to Cloudflare Workers, allowing you to quickly create custom tools for your Cursor Agent just by writing TypeScript functions.
Devsecops Mcp MCP Server
A comprehensive Model Context Protocol (MCP) server that integrates SAST, DAST, IAST, SCA tools for AI-powered DevSecOps automation.
Django MCP Server
Connect Django apps to AI assistants with Model Context Protocol. Simple decorators expose models, admin functions, and custom tools to Claude and other AI assistants.
Easymcp MCP Server
A beginner-friendly client for the MCP (Model Context Protocol). Connect to SSE, NPX, and UV servers, and integrate with OpenAI for dynamic tool interactions. Perfect for exploring server connections and chat enhancements.
Fathom MCP Server
Connect Claude to Fathom meeting recordings, transcripts, and summaries
Fiftyone MCP Server
Enables AI assistants to explore computer vision datasets, execute operators, and build workflows through natural language using FiftyOne's operator framework with 80+ built-in operators and plugin management capabilities.
Geeknews Mcp Server MCP Server
📰 GeekNews MCP Server
Gerrit MCP Server
null - (mirror of https://gerrit.googlesource.com/./gerrit-mcp-server)
Google Search MCP
Enables Large Language Models to perform real-time web searches using Google Custom Search API. Integrates with Claude Desktop to retrieve current information from the internet.
grok-faf-mcp
Grok asked for MCP on a URL. This is it. First MCP server built for Grok URL-based • Zero config • Just works
mcp-ipfs
🪐 MCP IPFS Server This server empowers language models 🤖 and other MCP clients to manage storacha.network spaces, upload/download data, manage delegations, and perform various other tasks by seamlessly wrapping w3 commands.
MCP Salesforce Server
Enables AI assistants to interact with Salesforce through a secure interface for performing CRUD operations, executing SOQL queries, and managing schema discovery. It features a smart learning system that analyzes custom objects and fields to provide
Mcp Salesforce MCP Server
🚀 Complete MCP (Model Context Protocol) server for Salesforce integration with Claude Desktop. Provides seamless OAuth authentication, universal CRUD operations on any Salesforce object.
Mcp Server And Postgresql Sample Retail MCP Server
A Model Context Protocol (MCP) server that provides comprehensive customer sales database access for Zava Retail DIY Business. This server enables AI assistants to query and analyze retail sales data through a secure, schema-aware interface.
MCP Template
A production-ready Python template for building MCP servers with enterprise features including registry integration, configuration management, structured logging, and extensible patterns for tools, resources, and prompts.
Mcpe Alphaserver MCP Server
A Minecraft Pocket Edition server for 0.8.1 written in C#
Mcpstack MCP Server
Stack & Orchestrate MCP Tools — The Scikit-Learn-Pipeline Way , For LLMs
Mind Map MCP Server
Min mapMCP Server【脑图生成 MCP Server】
Mindspore Tools MCP Server
一个基于 MCP 的 MindSpore 开发工具包：既能查询官方模型清单，也提供 PyTorch ↔ MindSpore 互转等跨框架辅助能力。
Networkx MCP Server
🕸️ First NetworkX MCP server for graph analysis in AI conversations | Community & Enterprise editions | Graph algorithms • Network analysis • MCP integration
npm-search-mcp-server
MCP server for searching npm packages
ntfy-mcp-server
A Model Context Protocol server enabling AI systems to send real-time notifications to phones, desktops, and other devices through the ntfy publish/subscribe service.
OpenAPI to MCP
A standalone proxy that transforms any OpenAPI or Swagger-described REST API into an MCP server by mapping API operations to executable MCP tools. It enables AI clients to interact with existing web services through automated HTTP requests based on t
Primitiv
📇 🏠 🍎 🪟 🐧 - Design contract layer for your codebase. Scans Figma, code, Storybook, and token files, reco
protocols-io-mcp-server
A Model Context Protocol (MCP) server that enables MCP clients like Claude Desktop to interact with protocols.io, a popular platform for sharing scientific protocols and methods.
Q4 Learning MCP Server
This repository serves as the comprehensive workspace for Quarter 4 academic endeavors, encompassing assignments, technical documentation, experimental implementations, and applied projects.
Rbxdev Ls MCP Server
Luau language server and VS Code extension for Roblox, with strict type checking, smart completions, and optional live-game tooling via an executor bridge.
Research Workflow Assistant MCP Server
Open-source AI research assistant for VS Code + GitHub Copilot. Connects to PubMed, OpenAlex, Semantic Scholar, Europe PMC, CrossRef, and Zotero via MCP servers. Custom agents guide systematic reviews, academic writing, data analysis, and project man
Sas MCP Server
A Model Context Protocol (MCP) server for executing SAS code on SAS Viya environments
Ssi Stock MCP Server
VN Stock intraday data MCP server (using SSI FastConnect API)
Threat Hunting MCP Server
A minimal, modular MCP server that equips your AI with practical capabilities for real-world threat hunting workflows.
Ux MCP Server
MCP server providing 28 UX knowledge resources, 23 analysis tools & 4 workflow prompts. Works with Claude, Cursor, Continue.dev, Cline, Zed & any MCP client. WCAG, Nielsen heuristics, design systems, e-commerce, PWA, AI/ML & more.
Vite Plugin Mcp Client Tools MCP Server
Pluggable Vite MCP plugin that brings client-side tools to your existing Vite setup
Xtb MCP Server
The XTB MCP Server is a Model Context Protocol (MCP) server that provides comprehensive tools for generating Extended Tight-Binding (XTB) quantum chemistry calculation input files. This server integrates seamlessly with AI assistants like Claude, Cur
Ai Sdk 5 Migration MCP Server
An MCP server that helps you migrate from AI SDK 4.x to 5.0.
Aitour26 Ltg152 From Protocol To Practice Build And Use Your First MCP Server
Minimal Python MCP server demo for AI Tour: tracks expenses in CSV, exposes them as a resource, and runs in VS Code with GitHub Copilot Chat; includes docs and presenter guides.
Alibabacloud Polardb MCP Server
MCP Servers to access PolarDB.
android-mcp-toolkit
A growing collection of MCP tools for Android Development. Currently features a deterministic Figma-SVG-to-Android-XML converter, with plans for Gradle analysis, Resource management, and ADB integration tools.
Aspose MCP Server
Aspose MCP Server - MCP 辦公文檔處理服務器 為 AI 助手提供辦公文檔處理工具。支援 Word、Excel、PowerPoint、PDF 及跨格式轉換。按需啟用、跨平台（Windows/Linux/macOS）、開箱即用。從 Releases 下載預編譯版本，配置授權檔案即可使用。
Branch Thinking
Branch-Thinking MCP Tool A TypeScript-powered MCP server for managing parallel branches of thought, semantic cross-references, and persistent tasks. Features dynamic scoring, AI-generated insights, batch operations, and visual graph navigation for ad
Burp MCP Server
基于PostSwigger官方的MCP-Server插件，扩展了更多使用工具
Chatbi MCP Server
使用LLM生成代码来对Excel进行分析的MCP Server
Claude Codex MCP Server
Claude Code workflow integrating OpenAI Codex as an MCP server — plan, implement, and review loops with smart routing between Claude and Codex.
Django Firebase MCP Server
A production-ready Django app implementing Firebase Model Context Protocol (MCP) server with 14 Firebase tools for AI agents. Features standalone agent, HTTP/stdio transport, LangChain integration, and complete Firebase service coverage (Auth, Firest
Dump MCP Server
A command-line tool to extract and document MCP (Model Context Protocol) server capabilities, tools, resources, and prompts in various formats.
Experimental Ext Interceptors MCP Server
Status: Experimental. This repository provides a multi-language reference implementation of the proposed interceptor extension for the Model Context Protocol (MCP), as described in SEP-1763.
Glm MCP Server
GLM 4.6 MCP server with custom json config for integration with Warp Terminal
Mcp Afl MCP Server
This is a Model Context Protocol (MCP) server that provides AFL (Australian Football League) data from Squiggle API.
Mcp Biomodelling Servers MCP Server
A repository that stores all the MCP servers for creating biological mechanistic models. It includes server for NeKo, MaBoSS, PhysiCell/PhysiBoSS.
Mcp Sdk Functions Hosting Node MCP Server
Repo contains samples and instructions for remote hosting of MCP servers built with the official Anthropic MCP SDKs on Azure Functions.
Mcp Sncf MCP Server
This project provides a modular Python wrapper for the SNCF API, with an MCP server interface that integrates seamlessly with Claude Desktop for intelligent journey planning and train information retrieval across France.
Mcp2Skill Tools MCP Server
The mono repo of tools needed to convert MCP servers into Claude Code Skills
Rpgmaker Mz MCP Server
High-quality MCP server for RPG Maker MZ integration
Simple Mcp Server With Python MCP Server
The Model Context Protocol (MCP) is a standardized way to supply context to large language models (LLMs). Using the MCP Python SDK, you can build servers that expose data (resources), functionality (tools), and interaction templates (prompts) to LLM
tooltrust-mcp
Scans MCP servers for prompt injection, supply chain attacks, excessive permissions, and code execution risks. Includes an offline blacklist that catches known-compromised packages like LiteLLM 1.82.7/1.82.8 and Trivy with zero latency.
Transports Wg MCP Server
Transports Working Group
Vectorclaw MCP Server
Anki Vector + OpenClaw integration via MCP. Give your AI assistant a body. MCP server connecting Anki Vector robots to OpenClaw. Your assistant, now with wheels. VectorClaw: Anki Vector as an embodied AI platform for OpenClaw.
Agencii Mcp Tools Deployment Template MCP Server
MCP server for agencii mcp tools deployment template
Assa MCP Server
Anti-Social Social Agent - MCP server for Twitter/X integration with rich UI components
Claude Code Whatsapp Approval MCP Server
MCP server with Whatsapp integration (Twilio) to remote approve Claude Code tool use
Consensus Loop MCP Server
Claude Code plugin — structural guardrails for multi-agent software development. RTM-based evidence, cross-model adversarial audit, 7 MCP tools, worktree isolation, HITL retrospective. DOI: 10.5281/zenodo.19108370
Domain Tools MCP Server
A Model Context Protocol server that provides comprehensive domain analysis capabilities including WHOIS lookups, DNS record queries, and DNS health checking.
Fhl Mcp Server MCP Server
FHL Bible MCP Server
GoldRush MCP Server
Exposes Covalent's GoldRush APIs to provide LLMs with comprehensive blockchain data, including token balances, transaction histories, and chain metadata. It supports multiple networks and wallet types, including Bitcoin HD and non-HD addresses, throu
Guitar Pro MCP Server
Guitar Pro MCP Server ( for AI ) This project integrates PyGuitarPro with a Model Context Protocol (MCP) server, allowing you to manipulate Guitar Pro files programmatically.
Halo MCP Server
通过 MCP 将 Halo 博客系统与 AI 助手（如 Claude、Cursor、Qoder、Trae等）无缝集成，让AI成为你的博客管理助手
Llm Sse Mcp Demo 2025 MCP Server
This project demonstrates the integration between LLM clients and MCP (Model Context Protocol) servers using Server-Sent Events (SSE) for real-time communication.
M365Copilot MCP Server
M365 Copilot MCP Server - Model Context Protocol server for Microsoft 365 Copilot integration
Macos Office365 MCP Server
A Model Context Protocol (MCP) server for automating Microsoft Office 365 applications (PowerPoint and Word) on macOS through AI agents like Claude and Cline.
Mcp Active Directory MCP Server
MCP server for Active Directory user management with PowerShell backend
Mcp Odoo For Finance MCP Server
Model Context Protocol (MCP) server for Odoo integration for finance, allowing AI agents to access and manipulate Odoo data through a standardized interface.
Mcp Orchestro MCP Server
Transform product ideas into reality with an intelligent orchestration system that bridges Product Managers, Developers, and AI. Orchestro conducts the entire development symphony: task decomposition, dependency tracking, pattern learning, and real-t
MCP Web Search Tool
A Model Context Protocol server that provides real-time web search capabilities to AI assistants through pluggable search providers, currently integrated with the Brave Search API.
Mcpx Tools MCP Server
Tools to work with the original Xbox MCPX ROM.
Mtg Mcp Servers MCP Server
Model Context Protocol (MCP) servers for searching for cards with the Scryfall API, and managing the LLM's decklist and hand when playing
Notifications MCP Server
MCP server for macOS notifications and sounds when Claude Desktop tasks complete.
Office 365 MCP Server
A Model Context Protocol (MCP) server for Microsoft 365 integration. Provides 24 consolidated tools for email, calendar, Teams, planner, and notifications through the Microsoft Graph API.
Pixeltable MCP Server
A multimodal mcp server
Python Alfresco MCP Server
Python based MCP Server for Alfresco using python-alfresco-api and FastMCP 2.0
Sample Mcp Security Scanner MCP Server
This pattern describes how to implement a Model Context Protocol (MCP) server that integrates three industry-standard security scanning tools (Checkov, Semgrep, and Bandit) to provide comprehensive code security analysis. The server enables AI coding
Sysml V2 Lsp MCP Server
SysML v2 Language Server Protocol implementation for VS Code, powered by ANTLR4. Includes MCP server for AI tool integration.
Text To Sql MCP Server
一个基于 FastMCP 框架的安全数据库查询 MCP 服务，用于数据库查询和分析。
Unsplash Mcp Server Go MCP Server
a Swift implementation of hellokaton/unsplash-mcp-server, with additional features like get_photo and random_photo
Wzimg Mcp Server MCP Server
Enabling AI assistants to interact with MapleStory .IMG files - 74 tools for reading, analyzing, modifying, and exporting game data
Amap Weather MCP Server
基于高德地图 API 的中国城市天气查询 MCP Server
Avatar Renderer MCP Server
This project is an AI engine that brings a single photo to life, creating a realistic 'talking head' video from just an audio file. It's built for flexibility, offering two ways to use it: a standard web API for easy integration into any application,
Bi Chart Mcp Server MCP Server
An MCP (Model Context Protocol) server for data transformation and BI charts will allow AI assistants to connect to your data sources, transform data, and generate high-quality visualizations through natural language requests.
Cbi MCP Server
CB Insights' MCP Server
Cisco Nso MCP Server
Exposes Cisco Network Services Orchestrator (NSO) operations and data as MCP tools and resources, enabling AI-powered network automation through natural language. It supports tasks like retrieving device configurations, checking sync status, and mana
Claude Qdrant MCP Server
Local-first TypeScript MCP server for Qdrant with client isolation, LM Studio integration, and scalable document workflows.
Commvault MCP Server
A Model Context Protocol (MCP) server for interacting with Commvault software.
Easy Postgres Mcp MCP Server
Minimal MCP server for PostgreSQL. Easily execute SQL queries with configurable read-only or write access, simple setup, and structured results—ideal for integrating PostgreSQL with MCP-compatible tool
Gemini Cli Gopls MCP Server
This extension integrates the official MCP of the Go language server (gopls) with Gemini CLI.
Ghostfolio MCP Server
MCP server for Ghostfolio portfolio management and financial data access
Headhunter MCP Server
MCP server for HeadHunter API integration with Claude Code. Search jobs, manage resumes, and apply to vacancies using AI.
Ietf MCP Server
A Model Context Protocol server for fetching IETF documents (RFCs) for Large Language Models.
Jenkins MCP Server
Enables comprehensive Jenkins automation through MCP interface, allowing users to manage builds, jobs, artifacts, and queues with natural language commands. Supports build triggering, monitoring, artifact retrieval, and system status checks with auto
Man MCP Server
MCP server for for searching and retrieving man pages from the local machine.
Mcp External Recon MCP Server
An external reconnaissnce MCP server for offensive security engagements
Mcp Man MCP Server
Postman for MCP servers — inspect tools, test live, browse 150+ servers
Mcp Proxy Tool MCP Server
MCP proxy tool
Mcp Taskfile MCP Server
Expose Taskfile tasks as MCP tools.
N8N Coolify Mcp Tools MCP Server
This workflow leverages the Community n8n MCP Client and my new Coolify MCP Server to interact with your Coolify infrastructure using MCP (Model Context Protocol).
North Mcp Python Sdk MCP Server
An sdk for creating MCP Servers with north
Optopsy MCP Server
Rust-based rewrite of Optopsy: An options backtesting engine exposed via Model Context Protocol (MCP)
Planet MCP Server
Planet-mcp is a local MCP server powered by the Planet SDK. It allows an AI agent/chat to interact with the Planet API.
Polyspace Agentic Toolkit MCP Server
The Polyspace Agentic Toolkit brings trusted Polyspace capabilities to AI agents.
Postman Tool Generation MCP Server
An MCP server that generates AI agent tools from Postman collections and requests. This server integrates with the Postman API to convert API endpoints into type-safe code that can be used with various AI frameworks.
Sample Cloud Spend MCP Server
MCP for AWS Cost Explorer and CloudWatch logs
Sample Remote MCP Server
A sample remote mcp server
Senzing Mcp Skill MCP Server
Agent skill for Senzing entity resolution — data mapping, SDK code generation, documentation search, error troubleshooting, and sample data via the Senzing MCP server
sqlite-mcp
📇 🏠 - SQLite operations — query databases, inspect schemas, explain queries, and expo
storybook-mcp
MCP server for Storybook - provides AI assistants access to components, stories, properties and screenshots. Built with TypeScript and Model Context Protocol SDK.
Tdm Agent Integration Kit MCP Server
Developer integration tools for adding TDM payments to AI agents, apps, and workflows. CLI, MCP server, and copy-paste examples.
Toggl MCP Server
MCP Server for Toggl
Ultimatecodermcp MCP Server
AI-powered local MCP server for terminal commands, surgical file editing, process management, and intelligent codebase exploration. FastMCP-powered, file system deep integration, unified diff patching, and advanced search/replace tools for power user
Ultrasharp Tools MCP Server
Ultra-fast MCP server enabling AI agents to comprehensively work with C# solutions: instant structural search, code modification with automatic linting/formatting/fixes, static debugging and backwards crash analysis, integrated Git automation. Your A
Vmware Vsphere MCP Server
An MCP (Model Context Protocol) Server that acts as a standardized interface exposing VMware vCenter functionalities as Tools directly consumable by AI models (LLMs)
Weilink MCP Server
Zero-dependency Python SDK for WeChat Bot (iLink protocol) — text, image, video messaging & MCP server | 零依赖微信机器人 Python SDK，支持多媒体消息和 MCP 服务器
Agent As Mcp Server Maf MCP Server
This repository demonstrates how to build, expose, and interact with an agent as an MCP (Model Context Protocol) server using the Microsoft Agent Framework with Azure OpenAI.
Anthropic Mcp Code Analyzer MCP Server
An MCP server for analyzing open source projects and assisting with codebase integration
Apache Flink MCP Server
Apache Flink MCP Server is a Model Context Protocol (MCP) implementation that empowers AI assistants and large language models to interact directly with Apache Flink clusters through natural language. It enables intelligent monitoring, management, an
Bybit MCP Server
A Model Context Protocol (MCP) server for integrating AI assistants with Bybit cryptocurrency exchange APIs, enabling automated trading, market data access, and account management.
Cadquery MCP Server
MCP server providing CAD generation and verification tools using CAD-Query
Carla MCP Server
An MCP server for controlling the Carla audio plugin host
Catia V5 MCP Server
CATIA V5 MCP Server - Control CATIA V5 with AI via Model Context Protocol
Claudeco Webui MCP Server
🚀 A modern, full-featured web interface for Claude AI with advanced coding capabilities. Features multi-language support, terminal integration, file management, session handling, and MCP server management. Built with React + TypeScript frontend and D
Community Express Dev MCP Server
A community-built MCP server that provides developer tools for building Adobe Express add-ons, integrating directly with LLMs like GitHub Copilot in VS Code.
Data MCP Server
The knowledge harness for AI‑native finance — MCP server for LLMQuant Data.
Diamcp MCP Server
An all-in-one MCP server exposing file operations, web search, git operations, shell commands, code execution, and custom tools via HTTP. Designed for llama.cpp webui integration.
Documentation MCP Server
🔍 FastMCP-powered documentation search engine that provides unified access to multiple framework docs (Next.js, Tailwind, Framer Motion, etc.) with intelligent name resolution and async processing.
Druid MCP Server
A comprehensive Model Context Protocol (MCP) server for Apache Druid that provides extensive tools, resources, and AI-assisted prompts for managing and analyzing Druid clusters. Built with Spring Boot and Spring AI, this server enables seamless integ
Fact Mcp Tool MCP Server
MCP server for fact mcp tool
FastMCP Multi-Tenancy
A serverless, multi-tenant implementation of MCP servers that runs on Vercel with fluid compute mode, allowing multiple users to connect to the same endpoint while maintaining session state through Redis.
Financial Analysis MCP Server
An Anthropic Model Context Protocol (MCP) server for financial analysis with alphavantage.com and financialmodellingprep.com API integration.
Freesearch MCP Server
This server provides tools for web search using a SearXNG instance. It allows you to search web pages, news, images, videos, maps, music, IT information, scientific literature, documents, and social media content.
Gcore MCP Server
Gcore official MCP server
Get Mcp Keys MCP Server
A lightweight utility that securely loads API keys for Cursor MCP servers from your home directory, preventing accidental exposure of secrets in repositories. Keep your credentials safe while maintaining seamless integration with AI coding assistants
Iot Mcp Servers MCP Server
A comprehensive Model Context Protocol (MCP) server that provides Internet of Things (IoT) device integration for AI assistants like Claude Desktop and Cursor IDE. This server enables AI to read sensor data from IoT devices and dispatch data collecti
Kali-Mcp-Toolkit
An MCP server that exposes over 500 Kali Linux security tools to AI models for automated penetration testing and security auditing. It includes modules for tool execution, interactive terminal management, and sandboxed code editing across 12 security
Lambda Mcp Adaptor MCP Server
An MCP server SDK for AWS serverless architecture with familiar, official SDK-like API design.
Langchain Mcp Tools Ts Usage MCP Server
MCP Tools Usage From LangChain ReAct Agent / Example in TypeScript
Limitless Ai MCP Server
MCP server for integrating Limitless AI Pendant recordings with AI assistants
Mcp Argo MCP Server
An MCP server for running Argo workflows, written in Golang
MCP Background Job Server
An MCP server that enables coding agents to execute and manage long-running shell commands asynchronously with capabilities for process monitoring, interaction, and lifecycle management.
Mcp Client Server For Agents MCP Server
This project demonstrates a Model Context Protocol (MCP) server and client implementation in .NET
Mcp Cube Server MCP Server
MCP Server for Interacting with Cube Semantic Layers
mcp-file-tools
MCP server for file operations with non-UTF-8/Unicode encoding: Cyrillic, CP1251, CP1252, ISO-8859, KOI8 auto-detection
Mcp Gsuite Enhanced MCP Server
Enhanced MCP server for Google Workspace with Google Meet integration and bug fixes
Mcp Sdk Functions Hosting Dotnet MCP Server
Repo contains samples and instructions for remote hosting of MCP servers built with the official Anthropic MCP SDKs on Azure Functions.
Notifications MCP Server
Enables AI assistants to send native macOS notifications for task completion alerts and reminders. Supports interactive features like custom system sounds, action buttons, and user replies directly from the notification center.
openai-tool2mcp
A lightweight bridge that wraps OpenAI's built-in tools (like web search and code interpreter) as Model Context Protocol servers, enabling their use with Claude and other MCP-compatible models.
Oss MCP Server
Official TypeScript SDKs for Better i18n — Next.js, React, Expo/React Native integrations with CLI, MCP server, and CDN-powered translation delivery
Pw Client MCP Server
Download Notes, DPPs, and Quizzes effortlessly from pw.live. Includes MCP server for integration with LLM's
Robot MCP Server
mcp server for robot and automations
Rust Things3 MCP Server
Rust library and CLI for Things 3 integration with integrated MCP server
Sports MCP Server
Cloudbet Sports Data MCP Server
Uyuni MCP Server
Enabling LLMs to interact with Uyuni
Vlc MCP Server
An MCP (Model Context Protocol) Server to play and control movies using VLC.
Woodpecker MCP Server
A Model Context Protocol (MCP) server for Woodpecker CI, enabling seamless integration of continuous integration workflows with AI assistants.
Xcf MCP Server
Xcode MCP Server xcf is a 100% Swift based allowing you to integrate Xcode with your favorite AI IDE or MCP Client
Agent Langchain Rag Mcp Tools Boilerplate MCP Server
Boilerplate to create Develop Agents with RAG, MCP, Tools, VectorDB, Memory
Alltrails MCP Server
DEPRECATED: MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information directly through Claude Desktop.
Arrakis MCP Server
MCP server for https://github.com/abshkbh/arrakis
Bauplan MCP Server
Repository hosting the open source Bauplan MCP server
Ble MCP Server
Bluetooth Low Energy (BLE) MCP server for Claude Code and other MCP-compatible agents.
Bun Docs Mcp Zed MCP Server
MCP server integration for searching Bun documentation directly in Zed editor
Canny MCP Server
Canny MCP Server for Canny API integration with AI Assistants. Features Jira linking, batch operations, ETA management, company MRR tracking, and PM-focused workflows.
Cookiecutter MCP Server
Cookiecutter template for MCP server development with FastMCP
Dexcom G7 Mcp Server MCP Server
MCP server for getting your blood glucose readings and history using dexcom share
doc-tools-mcp
Word document reading and writing MCP implemented in Node.js
Fullscope MCP Server
No-RAG，内容总结、主题汇总、知识抽取 MCP
Gemini Cli Mcp Servers MCP Server
A bunch of MCP Servers I've created for use with Gemini CLI
Ibm Content Services MCP Server
Enables AI agents to interact with IBM FileNet Content Manager for document and folder management, including creation, updates, check-in/out, search, metadata management, and text extraction operations.
Jvlink MCP Server
JRA racing analysis MCP server for JVLinkToSQLite databases
Karajan Code MCP Server
Local multi-agent coding orchestrator with 16 pipeline roles, TDD enforcement, SonarQube integration, and automated code review. Supports Claude, Codex, Gemini, OpenCode and Aider. MCP server included. No API costs — runs on your existing subscriptio
Kdb X MCP Server
KDB-X MCP Server to query KDB-X data through natural language
Kitsu MCP Server
MCP server for Kitsu production management — connect AI assistants to your animation/VFX/game pipeline
Kylas Crm MCP Server
Kylas CRM MCP Server
ladybug-tools-mcp
Enables natural-language interaction with Ladybug Tools for building performance simulation, 3D modeling, and data visualization, allowing agents to perform complex environmental analysis tasks without CAD software.
Maxcompute MCP Server
Alibaba cloud MaxCompute (ODPS) MCP server implemented by python
Mcp Arduino MCP Server
Enables interaction with Arduino development through arduino-cli, allowing sketch management, code compilation and uploading, library and board operations, serial monitoring, and AI-powered circuit diagram generation using WireViz.
Mcp Latex MCP Server
A comprehensive Model Context Protocol (MCP) server that provides advanced LaTeX file creation, editing, and management capabilities for Large Language Models and AI assistants.
Mcp Local Context MCP Server
An MCP server that helps AI assistants work with GoLang third-party packages using your local Go module cache.
Mcp Loinc MCP Server
This project provides a modular Python wrapper for the LOINC API, with an MCP server interface that integrates seamlessly with Claude Desktop for intelligent medical terminology lookup and standardization.
Mcp Ocr MCP Server
MCP server for OCR using native Tesseract (C++), built with Node.js, delivering up to 10x faster performance than tesseract.js and integrable with ChatGPT Desktop.
Mcp Springboot MCP Server
这是一个使用 Spring Boot 和 Spring AI MCP 的示例项目，展示了如何集成和使用 MCP 功能。A Spring Boot server implementation for Model Context Protocol (MCP), providing weather information services through MCP interfaces.
Mitre MCP Server
A Model Context Protocol (MCP) server that provides tools for working with the MITRE ATT&CK framework using the mitreattack-python library and the official MCP Python SDK.
N8N Uvx MCP Server
Self-hosted N8N integration for MCP UVX servers via Docker—run UVX-powered MCP servers locally in your N8N workflows without any cloud dependency.
Ninjatrader MCP Server
MCP Server for NinjaTrader - Claude Code integration
Oci Documentation MCP Server
Model Context Protocol (MCP) server for OCI Documentation
Open Resource Broker MCP Server
A unified API for orchestrating and provisioning compute capacity programmatically. Define what you need in a template, request it, track it, return it — through a CLI, REST API, Python SDK, or MCP server.
Payload MCP Server
This is a Model Context Protocol (MCP) server that enables AI assistants and tools to interact directly with your Payload CMS instance.
Plumed2 MCP Server
PLUMED2 Smart Input Generator - An MCP-based assistant for molecular dynamics enhanced sampling configurations that automatically generates optimized PLUMED input files, supporting metadynamics, umbrella sampling, and other enhanced sampling methods
Poke Mcp Examples MCP Server
Example MCP servers for building Poke integrations. Includes templates for no-auth, API key, and OAuth implementations.
Reader MCP Server
Connect your Readwise Reader library to LLMs.
Samplemcpserver MCP Server
Mcp server with local RAG on pdf and word documents and web search
Swift Mcp Toolkit MCP Server
Strongly typed MCP tools in Swift
Telephony MCP Server
A very simple no-fuss minimalist MCP Server with telephony tools like voice call and sms. This MCP Server can be integrated with LLM applications. Vonage API is used for calls, SMS, Speech-to-Text and Speech Recognition.
Tencent Send Article MCP Server
这是一个基于 MCP (Model Context Protocol) 协议的服务器，专门用于自动化发布文章到腾讯云开发者社区。通过集成 Spring Boot 3.x 和 Spring AI，为 AI 助手提供了与腾讯云开发者社区交互的能力，实现文章的自动发布和管理。
Termux Api Tools MCP Server
基于Termux-API的部分指令，用于MCP客户端操控Android设备的服务端
Unitynaturalmcpextensiontools MCP Server
MCP server for unitynaturalmcpextensiontools
Vuln Nist MCP Server
MCP Server for Vulnerabilities API from NVD NIST
Wechat Robot MCP Server
微信机器人MCP服务端
Xrpl MCP Server
XRP Ledger MCP Server
Advanced Memory MCP Server
Zettelkasten knowledge management MCP server for Claude Desktop with knowledge graphs, imoort/export tools, and Claude Skills integration'
ask-gemini-mcp
An MCP server for AI-to-AI collaboration via the Gemini CLI. Available on npm: ask-gemini-mcp. Works with Claude Code, Claude Desktop, Cursor, Warp, Copilot, and 40+ other MCP clients. Leverage Gemini's massive 1M+ token context window for large file
Audit Db MCP Server
Community-maintained database of MCP server audit results and security assessments. Contains structured audit findings, compliance reports, and security ratings to help organizations evaluate MCP server safety and make informed deployment decisions.
Codesandbox MCP Server
MCP server for CodeSandbox SDK
Coding Agent Mcp Tools MCP Server
Curated list of coding agents and MCP tools for maintenance, debugging, and development workflows, helping developers understand, debug, and maintain vibe-coded projects and large codebases.
Coreshub MCP Server
mcp server for coreshub: https://coreshub.cn/
Crawleo Mcp MCP Server
Crawleo MCP Server - Real-Time Web Knowledge for AI Crawleo's Model Context Protocol (MCP) server enables AI assistants like Claude to access real-time web data directly through native tool integration.
Dappier Mcp Server Real Time Web Market Data For Ai Agents MCP Server
Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.
dns-mcp
📇 🏠 - DNS lookups, reverse DNS, WHOIS, and domain availability checks. Zero auth, zero config.
Dooray MCP Server
NHN Dooray 서비스의 MCP 서버를 제작합니다.
Elasticsearch7 MCP Server
elasticsearch7 mcp server
Fastapi With Fatmcp Agent MCP Server
A modular application API interface based on FastMCP, integrating a demo of the MCP server, FastAPI interface and LLM Agent processing capabilities | 一个基于FastMCP的模块化应用，集成了MCP服务器、FastAPI接口和LLM Agent 处理能力的 demo
Google Toolbox
MCP server for google toolbox
Kokoro MCP Server
TTS toolkit built on Kokoro-82M with librosa audio enhancement, MCP server for Claude/Cursor, CLI & Python API. Free & open-source for YouTube creators.
Linkedin Mcp Custom Server MCP Server
A Custom MCP Server for LinkedIn integration built with FastMCP.
Macos Contacts MCP Server
MCP server for native macOS Contacts integration via AppleScript. Search, view, and manage contacts directly through AI assistants like Claude Desktop and Cursor.
Mcp Affinity Designer MCP Server
MCP (Model Context Protocol) server for Affinity Designer integration
Mcp Aurai MCP Server
MCP Aurai Server - AI顾问服务器
Mcp Matomo MCP Server
A Model Context Protocol (MCP) server that exposes your Matomo Analytics API to Claude and other MCP-compatible AI assistants.
MCP Outlook Tools
A Model Context Protocol server that enables AI assistants to interact with Microsoft Outlook for calendar management, email operations, and search functionality.
Mcp Qqmusic Test MCP Server
这是一个通过MCP（模块化控制协议）提供QQ音乐搜索功能的测试服务器。该服务器允许您使用关键词搜索音乐曲目，并返回相关歌曲信息。
Mcp Server For Cisco Aci MCP Server
A simple MCP (Model Context Protocol) that interacts with Cisco ACI
Mcpd MCP Server
MCP Server SDK for Microcontrollers — Expose ESP32/RP2040 hardware as AI-accessible tools via Model Context Protocol
Metis MCP Server
Flight Levels work management with MCP server integration for AI agents. CLI, TUI, and GUI interfaces.
Mineru MCP Server
MinerU MCP Server - 完整的文档处理解决方案。支持PDF/PPTX/DOCX/图片，真正异步并发，批量异步并行，MCP自然语言交互，性能提升10倍。
Modelcontextprotocol Veeam MCP Server
A Repository with a collection of MCP Servers for Veeam
Mtg MCP Server
Unified MCP server composing Scryfall, Commander Spellbook, 17Lands, EDHREC, Moxfield, Spicerack, and MTGGoldfish into one interface for AI assistants. 69 tools for Commander analytics, draft evaluation, competitive metagame, sideboard strategy, and
My Apple Remembers MCP Server
A lightweight MCP server that integrates with Apple Notes to create a personal memory system for AI. Easily recall and save information from your Mac using simple AppleScript commands. Compatible with all macOS versions with minimal setup requirement
NodeJS API Docs MCP Server
An MCP Server for Node.js API documentation
Power Bi Custom Mcp Server With Python Claude Ai Integration MCP Server
The MCP server connects Claude AI to Power BI Desktop, enabling AI-driven querying and analysis of Power BI models. It lets users explore data, run DAX queries, and retrieve metadata seamlessly within Claude. The integration runs locally on Windows,
Printful MCP Server
Model Context Protocol (MCP) server for Printful's print-on-demand API. Automate product browsing, order management, mockup generation & shipping with AI assistants like Claude & Cursor. 17 tools covering catalog, orders, fulfillment & store analytic
Qlik MCP Server
MCP server providing AI assistants with comprehensive access to Qlik Sense applications - 9 powerful tools for measures, dimensions, scripts, and more
Radkit Mcp Server Community MCP Server
✨🧠 A MCP server built with FastMCP that interacts with Cisco RADKit services
Rancher MCP Server
Model Context Protocol (MCP) server for the Rancher ecosystem: multi-cluster Kubernetes, Harvester HCI (VMs, storage, networks), and Fleet GitOps.
Roslynmcpserver MCP Server
Model Context Protocol server for Roslyn-powered C# refactoring operations
Skolverket Mcp MCP Server
MCP server for Swedish National Agency for Education (Skolverket) open data. Tuned for LLMs to query, parse, and integrate info, data, and stats from three public API endpoints.
Smolagentwithmcp MCP Server
SmolAgentWithMCP enables developers to build powerful AI agents that integrate multiple MCP tool servers, like Brave Search, with LLMs for enhanced, real-time question-answering and tool orchestration.
Solr MCP Server
MCP server for Apache Solr integration
Torobjomcp MCP Server
The Torobjo MCP Server is a powerful implementation of the Model Context Protocol (MCP) for product search and Instagram analysis. It integrates with the Torob API for product searches and extracts captions from Instagram, featuring a modular design
Unleash MCP Server
A Model Context Protocol (MCP) server implementation that integrates with Unleash Feature Toggle system.
Unusualwhales MCP Server
MCP Server for the Unusual Whales REST API
Usa Spending Mcp Server Demo MCP Server
Test MCP Server for USA Spending API
Visualization MCP Server
Visualization MCP Server
Workshop Mcp Server Directions Lab MCP Server
This workshop teaches you to build a complete MCP (Model Context Protocol) server with STDIO transport for Claude Desktop, integrated with Microsoft Dynamics 365 Business Central.
Xperience Community MCP Server
ASP.NET Core MCP server for Xperience by Kentico projects
Yunikorn MCP Server
Make Yunikorn accessible to AI agents! Queues, partitions, applications, and nodes become readable to LLMs.
Abacus MCP Server
ABACUS, an open-source DFT-based simulation platform, is supported by an MCP server that provides a structured communication interface for submitting, managing, and executing tasks.
AetherLink SDR MCP
MCP server for Software Defined Radio — control RTL-SDR & HackRF from Claude/LLM. ADS-B aircraft tracking, AIS ship tracking, POCSAG pager decoding, Meteor-M satellite imaging, ISM band scanning, spectrum analysis, and more.
Ai Agent With Mcp Tools MCP Server
AI Agent with MCP Tools and RBAC
Apk Editor Mcp Server MCP Server
APK Editor MCP Server
Awesome Mcp Api MCP Server
Curated and continuously growing collection of MCP APIs for AI agents, LLM automation, scraping, DevOps, databases, browser control, and real world AI workflows.
Azure Ai Vision Face Api MCP Server
The Azure AI Vision Face Detection and Recognition MCP Server, bringing the power of Face API to your agents.
Bwh MCP Server
Go SDK, CLI, and MCP server for managing BandwagonHost/bwg/搬瓦工 (KiwiVM) VPS, with command-line and programmatic access to most features.
Calibre Full Mcp Server MCP Server
A full-featued Calibre MCP server with granular permissions for read/write/import/etc. Locally tested and freshly released, consider this an alpha. Back your library up before you give an agent write permissions.
Codebox Ai MCP Server
A secure Python code execution service designed to integrate with LLMs like GPT and Claude, providing a self-hosted alternative to OpenAI's Code Interpreter. Now with MCP server.
Conviso MCP Server
MCP Server for Conviso Platform integration.
Copilot Mcp Tool MCP Server
MCP server that enables AI assistants to interact with Github Copilot cli, leveraging copilot massive token window for large file analysis and codebase understanding
Domain MCP
Domain MCP server for AI-powered Dynadot management. Use Claude, Cursor, or any MCP client to manage domains through natural language. 106 API commands for domains, DNS, transfers, contacts, and more.
Doris Mcp Server Demo MCP Server
init
Experimental Ext Grouping MCP Server
About experimental exploration of organization for MCP primitives. Maintained by the Primitive Grouping Interest Group.
Fastmcp Gsuite MCP Server
MCP server for Gmail, Google Calendar, and Google Drive integration using fastmcp. Supports multiple accounts, email management, calendar events, and file operations.
Fritzbox MCP Server
FRITZ!Box MCP Server for LLM/ KI Integration - Home Automation from your favourite KI agent
Garmin Documentation MCP Server
📇 🏠 – Offline Garmin Connect IQ SDK documentation with comprehensive search and API examples
Gb Studio Agent MCP Server
Claude or other MCP Agentic integration for GB Studio Automated game asset creation and project management REST API endpoints for scenes, actors, assets, and validation End-to-end workflow with your MCP server
Generator App Remote Mcp Server Generic MCP Server
Adobe App Builder template for creating Model Context Protocol (MCP) servers using the official MCP TypeScript SDK and Adobe I/O Runtime.
Gigaxity Deep Research MCP Server
Open-source deep research MCP. Tongyi 30B via OpenRouter, cited web synthesis for Claude Code, Codex, Cursor, Hermes and any MCP-compatible agent.
Google Ads Skills MCP Server
Google Ads Agent Skills for Claude — campaign analysis, account auditing, safe write ops, PPC math, and MCP server integration
Gpt5 MCP Server
MCP server for GPT-5 integration
Graph Api MCP Server
Model-context-protocol (MCP) server for the Microsoft Graph API in C#
H3 Mcp Tools MCP Server
Minimal MCP server built with H3 v2 (beta) as a dedicated app or nested-app.
Hfss Mcpserver MCP Server
HFSS MCP Server
Ibm Baw MCP Server
The IBM® Business Automation Workflow MCP Server is a local Model Control Protocol (MCP) server that supports integration of AI agents with IBM® Business Automation Workflow through the Model Context Protocol.
Jlink Mcp MCP Server
A powerful Model Context Protocol (MCP) server for J-Link debuggers that provides comprehensive debugging capabilities including memory operations, flash programming, and real-time data transfer through AI assistant integration.
Kno2Gether Livekit N8N Mcp MCP Server
Contains LiveKiT & N8N MCP Server Integration Examples
Logic Analyzer Ai MCP Server
This project provides an AI MCP server logic analyzers. It enables remote control, automation, and integration of Saleae Logic devices and captures, making it easy to script, manage, and analyze logic analyzer data programmatically.
Mcp Designer Tools MCP Server
Набор инструментов для конструктора MCP
Mcp Expertise Toolkit MCP Server
Turn domain expertise into AI-accessible MCP servers
Mcp Figma Augmentcode Integration MCP Server
Example integration of a Figma MCP server with Augment Code, using Node.js and figma-js.
mcp-gmail
Provides a suite of 17 tools for searching, reading, sending, and managing Gmail messages and drafts through the Model Context Protocol. It enables comprehensive email management including label organization, archiving, and attachment handling direct
Mcp Options Order Flow MCP Server
Server for comprehensive options order flow analysis. This server provides real-time options order flow data, pattern detection, and institutional bias analysis through an intuitive MCP interface.
MCP Python Toolbox
A Model Context Protocol server that enables AI assistants like Claude to perform Python development tasks through file operations, code analysis, project management, and safe code execution.
Mcp Server Fastapi Containerapp MCP Server
This repo contains a remote MCP server implemented as a containerapp in Azure
Mcplex Ai V1 0 MCP Server
𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 (𝗠𝗖𝗣) 𝗕𝗮𝘀𝗲𝗱 𝗖𝗟𝗜 𝗔𝗜 | 𝗧𝗼𝗼𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 | 𝗚𝗲𝗺𝗶𝗻𝗶 𝟮.𝟬
Memento
Memento is a local-first MCP server that gives AI coding agents durable project memory — facts, decisions, patterns, and architecture notes — so they stop re-learning the same context every session. Runs locally on Node.js 18+ with SQLite storage and
Msbuild MCP Server
A lightweight MCP (Model Context Protocol) server for building MSBuild projects. Supports dynamic MSBuild discovery using vswhere and provides flexible build configuration options.
Mssqlmcp MCP Server
MCP Server for MSSQL (Microsoft SQL Server)
Music MCP Server
A powerful Model Context Protocol (MCP) server that provides intelligent access to your local music collection through advanced metadata management, album type classification, and comprehensive analytics.
Nifi Mcp Server MCP Server
An MCP server for NiFi sitting behind Knox
Notion Mcp Advanced MCP Server
Notion MCP Integration is a lightweight Model Context Protocol (MCP) server that seamlessly integrates with Notion's API to manage a minimalist personal to-do list through Claude. This project provides basic functionality tailored specifically for a
Odoo Rust MCP Server
Odoo MCP Server - Model Context Protocol server for Odoo ERP integration. Supports Odoo 14-19+ with JSON-RPC and REST API.
Paper Reader MCP Server
An MCP server that empowers AI assistants (Cursor, Claude, Cherry Studio) to search, read, and summarize arXiv papers directly.
Perplexity Sonar MCP Server
MCP server for Perplexity API integration with Claude Desktop and other MCP clients
Pinboard Bookmarks MCP Server
Pinboard bookmarks MCP server
Python Tools MCP Server
MCP server for python tools
Quickbooks MCP Server
This repository provides an MCP (Model Context Protocol) server for seamless interaction with all public QuickBooks APIs. It is designed to be integrated with Claude Desktop, enabling AI assistants to query, retrieve, and manipulate QuickBooks data p
Regennexus MCP Server
Ideal Communication Protocol: The Universal Agent Protocol (UAP)
Resolve MCP Server
DaVinci Resolve MCP Server — 53 tools for AI-powered remote video editing via Claude
S08 E01 Mcp Server MCP Server
This is the companion code for Season 8 Episode 1
Sap Rfc MCP Server
A Model Context Protocol (MCP) server that provides seamless integration with SAP systems through RFC (Remote Function Call) connections. This server enables AI assistants and applications to interact with SAP functions, retrieve metadata, and perfor
Spss Mcp MCP Server
MCP server integrating IBM SPSS Statistics with Claude Code — 33 statistical analysis tools for psychology researchers
Sqlserver Mcp Dotnet Tool Scripts MCP Server
Exemplo de uso do MCP do SQL Server (via dotnet tool) com um server de banco de dados containerizado e com consulta a dados de regiões do Brasil. Inclui Docker Compose para criação do ambiente de testes.
Stash Mcp Server MCP Server
MCP server that exposes advanced tools for querying a Stash instance.
Static MCP Server
want a static file hosted somewhere? static.modelcontextprotocol.io is somewhere!
Stillpoint MCP Server
Stillpoint is an open source MCP server that delivers short, welfare oriented messages to AI models for their own benefit, delivered at their own request.
Stripe Testing Mcp Tools MCP Server
MCP server for stripe testing mcp tools
Swagger Mcp Adapter MCP Server
TypeScript-based MCP server that integrates with Swagger/OpenAPI specifications to expose API endpoints as tools for LLMs
teeshield
Static security linter for MCP servers. Scans tool definitions for vulnerabilities (path traversal, SQL injection, SSRF), scores description quality, and auto-rewrites descriptions for safer agent tool selection.
Todotxt MCP Server
MCP Todo.txt Integration is an MCP server for managing Todo.txt tasks. Add, update, filter, and organize tasks programmatically via the MCP protocol. Features include searching, sorting, metadata, batch operations, and dynamic updates.
Tsurugi MCP Server
MCP server to access Tsurugi
whmcs-mcp-server
MCP server to help manage a WHMCS installation.
Wikijs MCP Server
Model Context Protocol (MCP) server for Wiki.js GraphQL API integration. Provides AI models with secure access to Wiki.js functionality through MCP protocol.
Writing Tools MCP Server
A set of tools for writing things like blogs
Yunxin MCP Server
yunxin-mcp-server
Zoom Noauth MCP Server
A MCP server for accessing Zoom recordings and transcripts without requiring direct authentication from the end user.
1C Mcp Server Own MCP Server
Доработка и адаптация MCP 1С под текущие задачи при работе с Агентами
Access Mdb MCP Server
MCP server to let AI read and update Microsoft Access Databases (.mdb files)
Aps Sample Mcp Server Revit Automation MCP Server
Sample MCP server to automate Revit via Automation API using SSA
Ardupilot MCP Server
ArduPilotドローンをAIエージェントから操作するMCPサーバーです。
Arke Ai MCP Server
AI integrations for Arke. MCP server exposing your Arke project to agents over Streamable HTTP
Arvore Mcp Servers MCP Server
A collection of Model Context Protocol (MCP) servers developed by Arvore for seamless integration with AI assistants like Claude.
Atlantis MCP Server
MCP-compatible dynamic function manager; can be used with our Greenland terrain server or standalone
Azure Ai Agent Remote Mcp MCP Server
Integrate Remote-MCP Server to Azure AI Agent
Bbot Osint MCP Server
Deploy a secure OSINT service based on BBOT with FastAPI API, Neo4j for full-fidelity storage (events, hosts, domains, IPs, URLs, emails), and MCP server for Cursor integration. Optimized for continuous low-concurrency scanning to reduce blocking ris
Besser Mcp Server MCP Server
Model-context-protocol server implementation for BESSER
Bigquery MCP Server
Practical MCP server for large BigQuery datasets. Supports vector search. Keep LLM context small while staying fast and allowing only safe read-only actions.
Cedarscript MCP Server
MCP server integrating CEDARScript grammar functionality into tool use.
Chatwoot MCP Server
MCP server for Chatwoot - Integrate Chatwoot customer support with Claude
Ciphertrust Manager MCP Server
MCP Server for Thales CipherTrust Manager
Claude-Read-Outlook-Attachments
📇 ☁️ 🏠 🪟 - Remote HTTP MCP serv
Codeql N1Ght Mcp Server MCP Server
MCP server for CodeQL N1ght tool integration
Cumulocity MCP Server
A Python-based server that provides Cumulocity IoT platform functionality through the MCP (Model Control Protocol) interface.
Dspy Mcp Tools MCP Server
Dspy built MCP tools on a FastAPI server connected to a Golang server, client and cli
Eclass MCP Server
A Model Context Protocol (MCP) server for the Open eClass platform.
Figma to React Native MCP
Converts Figma designs to React Native components, allowing users to extract components from Figma designs and generate corresponding React Native components with proper typing and styling.
Fofa MCP Server
基于 MCP (Model Control Protocol)的 FOFA API 查询服务器，提供简单易用的 FOFA 数据查询接口。
Foreman MCP Server
Enables interaction with Foreman instances to manage systems through the Model Context Protocol. It provides access to Foreman resources and tools, such as security update reports, directly within AI-powered environments like VSCode and Claude Deskto
Gemini Cli Github Mcp MCP Server
To fully automate documentation updates using Gemini CLI with the GitHub MCP server when a branch is pushed to main, you need to combine Gemini's MCP integration with a CI/CD workflow (such as GitHub Actions).
Genai Mcp Neo4J Tools MCP Server
https://graphacademy.neo4j.com/courses/genai-mcp-neo4j-tools
Hackernews Mcp Typescript MCP Server
HackerNews MCP Server - A comprehensive Model Context Protocol (MCP) server that provides seamless integration with the HackerNews API
Hello Spring MCP Server
MCP server for hello spring
Il2Cpp Dump Analyzer MCP Server
Agentic RAG system for analyzing IL2CPP dump.cs files from Unity games
image-tools-mcp
Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image dimensions and compresses images from URLs and local files using the TinyPNG API. It supports converting images to formats like webp, jpeg/jpg, and png, providing detailed
Jamfmcp MCP Server
An async MCP server for Jamf Pro integration providing computer health analysis
Jupyter Mcp Tools MCP Server
🪐 🔧 Jupyter MCP Tools.
Jw Org MCP Server
A Model Context Protocol (MCP) server that provides controlled, verifiable access to content from jw.org for AI applications and LLM integrations.
Kotlin News MCP Server
MCP server for kotlin news
Ksefnik MCP Server
KSeF SDK for TypeScript/Node.js — invoice reconciliation with bank statements (MT940, mBank, ING, PKO, Santander), production KSeF 2.0 HTTP client, MCP server for Claude and Cursor. Open-source, MIT.
Langchain4J For Tools And Mcp Demo MCP Server
A series of demos to illustrate my talk 'MCP: using Java and Quarkus to bridge LLMs with your applications and data'
Langgraph Fastapi Mcp Server Demo MCP Server
A sample project that turns a shopping list FastAPI app into an MCP server and connects a LangGraph based chatbot to the MCP server so that it can manage the user's shopping list via chat.
Langgraph Starter Kit MCP Server
Production-ready multi-agent starter kit for LangGraph — 7 patterns, 5 LLM providers, CLI scaffolder, MCP integration, and HTTP server with SSE streaming.
Liblib MCP Server
基于 'mark3labs/mcp-go' 开发的 MCP Server，将 Liblib 平台的 ComfyUI 工作流动态发布为 MCP Tools
Mcp Agent Tool Adapter MCP Server
Transforms MCP tools into collaborative, reasoning agents using modern agent frameworks.
Mcp Client Server Project Using Nodejs MCP Server
A minimal Model Context Protocol (MCP) implementation built with Node.js and TypeScript. This project demonstrates client–server communication over stdio, structured message handling, and local data access, developed with VS Code and GitHub Copilot t
Mcp Client Template MCP Server
A template for building MCP (Model Context Protocol) client applications, featuring a Vite + TypeScript frontend and an Express backend. Includes OAuth2.1 authentication and ready-to-use APIs for managing and interacting with MCP servers. Easily exte
Mcp Intercom MCP Server
MCP server for Intercom chat integration
Mcp Maintainer Toolkit MCP Server
MCP Server with utilities to help with maintaining MCP repos
Mcp Newrelic MCP Server
New Relic MCP Server - Model Context Protocol integration for New Relic monitoring, dashboards, and NRQL queries
mcp-nexus
A unified search and extraction MCP server hosted on Cloudflare Workers that integrates Tavily and Brave Search APIs with automatic API key rotation. It features secure, encrypted storage for keys using Cloudflare D1 and provides an admin interface f
Mcp Oauth2 1 MCP Server
Reference mcp server implementation of draft mcp oauth spec https://modelcontextprotocol.io/specification/draft/basic/authorization#2-3-authorization-server-discovery
Mcp Obsidian Docker MCP Server
Dockerized version of MCP Obsidian server for Obsidian Local REST API integration
Mcp Pr MCP Server
MCP server for AI-powered code review using Claude, GPT, or Gemini. Review staged/unstaged git changes, specific commits, or arbitrary code snippets. Returns structured findings with severity, suggestions, and line numbers. Integrates with Claude Des
Mcp Vibe Tools MCP Server
MCP server for mcp vibe tools
Mem0 Server MCP Server
🧠 Production-ready MCP server providing intelligent memory for Claude Code with async architecture, Neo4j knowledge graphs, smart chunking & enterprise security. One-command Docker deployment.
Mod MCP Server
A Fabric mod that implements a Model Context Protocol (MCP) server, enabling AI assistants like Claude to interact with Minecraft through structured commands.
Modelcontextprotocolclients Jl MCP Server
Simplest MCP Client layer.
Moneywiz MCP Server
MoneyWiz MCP Server - Model Context Protocol server for AI-powered financial analysis with MoneyWiz personal finance data
Myaiserv MCP Server
High-performance FastAPI server implementing Model Context Protocol (MCP) for seamless integration with Large Language Models (LLMs). Built with modern stack: FastAPI, Elasticsearch, Redis, Prometheus, and Grafana.
Ncbi MCP Server
Provides seamless access to over 35 million PubMed scientific articles through natural language queries for research discovery and analysis. It enables tools for advanced searches, retrieving article details, and exploring related research within the
NPM Helper MCP
A Model Context Protocol server that provides tools for NPM package management, including dependency searching, updates, conflict resolution, and version management to help AI assistants safely upgrade project dependencies.
Oh My Kegg MCP Server
MCP server for KEGG database access with LangChain integration. 30+ tools for pathways, genes, compounds, reactions, enzymes, diseases, and drugs.
OpenCode MCP Tool
Enables AI assistants to interact with multiple AI models through the OpenCode CLI with a unified interface. Supports plan mode for structured analysis, flexible model selection, and natural language queries with file references.
Openreview MCP Server
An MCP server for OpenReview to fetch user papers, specific conference papers (e.g. ICML / ICLR / NeurIPS), parse .pdf files and save them into .json. Can be added to Claude Code to sample ideas from the recent AI/ML/SWE conferences.
Opensips MCP Server
OpenSIPS MCP Server
oraclaw-mcp-server
17 decision intelligence algorithms as MCP tools for AI agents. Bandits (UCB1, Thompson), LP/MIP solver (HiGHS), Monte Carlo simulation, Bayesian inference, graph analytics (PageRank, Louvain), genetic algorithms, CMA-ES, anomaly detection, time seri
P6Xer MCP Server
This is the Model Context Protocol (MCP) Server for P6 XER files, exposes machine-readable MCP manifests for PyP6XER's modules for use by AI models.
Pearl Mcp Server MCP Server
A Model Context Protocol (MCP) server implementation that exposes Pearl's AI and Expert services through a standardized interface
Phospho MCP Server
phospho's official MCP Server
Pi Mcp Tools MCP Server
Universal MCP tools extension for pi coding agent — connect to filesystem, GitHub, databases, and more
Power Platform Mcp MCP Server
MyMCP is an MCP server that provides seamless integration with Microsoft Power Platform services through GitHub Copilot. This .NET-based server exposes powerful tools for interacting with Dataverse and Power Automate, enabling developers to query, mo
Prestashop MCP Server
PrestaShop MCP Server - Professional E-commerce Integration (CLEAN HISTORY)
Py Ue5 MCP Server
an ue5 mcp server that allows the user to access functions in blueprint actors
Python Office MCP Server
An MCP server for OOXML documents
Quantcontext MCP Server
QuantContext is an MCP server that gives AI agents real quant computation for better trading: stock screening, strategy backtesting, and factor analysis.
Quicken MCP Server
A python based mcp server (with embedded duckdb) to interact with Quicken data via an LLM Client.
Rstudio MCP Server
MCP server providing AI assistants with deep RStudio integration capabilities
Sap Adt MCP Server
Eclipse plugin that runs MCP server for Claude Code integration with SAP ADT
Scanorama MCP Server
Scanorama is a command-line tool to perform static analysis of any MCP-based server (built with official MCP SDKs) and detect potential security issues.
Sfmc Mcp Tool MCP Server
MCP tool for connecting Claude to Salesforce Marketing Cloud REST API
Skill Trae Cn MCP Server
Trae CN AI IDE Skill for OpenClaw - MCP Server integration and CLI tools
Skyfactory 2 4 Faults MCP Server
[16/5/2015 18:44:34 PM] Loading Language: English [16/5/2015 18:44:34 PM] Loading Language: English [16/5/2015 18:44:34 PM] ATLauncher Version: 3.2.2.6 [16/5/2015 18:44:34 PM] Operating System: Windows 7 [16/5/2015 18:44:34 PM] RAM Available: 1024MB
Sn Api Helper MCP Server
Official SignNow API Helper MCP server for AI agents. Answers questions about the SignNow API and provides integration guidance.
Sweethome3D MCP Server
Sweet Home 3D plugin that embeds an MCP server — lets Claude control Sweet Home 3D over HTTP
Tiller MCP Server
MCP server for Tiller Money - query financial data via Google Sheets
Toki MCP Server
Git-aware CLI todo manager with MCP server for AI agent integration
Tsql MCP Server
SQL Server MCP Server - Provides SQL Server database access via Model Context Protocol
Tutorial Mcp Server Dotnet MCP Server
This is a very basic example of how to create MCP servers in .NET
Vertx MCP Server
A Vert.x MCP Server built on top of MCP Java SDK
Vibedrop MCP Server
Agent-native static site hosting — CLI, MCP server, and SDK for deploying to vibedrop.cc
Vmware Fusion MCP Server
A MCP Server for Managing VMware Fusion Virtual Machines.
Vs Code Debugger Mcp Server Proxy MCP Server
Open source proxy that connects stdio-based AI assistants (like Roo Code) to the VS Code Debugger MCP Server extension. Enables debugging features for AI tools by translating stdio requests to HTTP/SSE for seamless Visual Studio Code integration.
Webhook.site MCP Server
Enables interaction with Webhook.site to create, manage, and monitor endpoints for capturing HTTP requests, emails, and DNS lookups. It provides 16 tools for testing webhooks and inspecting incoming data through the Model Context Protocol.
Webhook MCP Server
A Model Context Protocol (MCP) server for webhook.site - instantly capture HTTP requests, emails, and DNS lookups. Perfect for testing webhooks, debugging API callbacks, security testing, and bug bounty hunting.
Wjx Ai Kit MCP Server
问卷星 OpenAPI 全栈工具包：TypeScript SDK + MCP Server + CLI
Wuxing Search MCP Server
Wuxing Search MCP is a powerful, unlimited search server built on top of SearXNG. It integrates seamlessly with Claude Code via the Model Context Protocol, providing free and unlimited search capabilities by aggregating results from 100+ search engin
Xiaoheihemcpserver MCP Server
小黑盒发帖子的MCP工具
A Mem MCP Server
A-MEM Agentic Memory System - MCP Server for IDE Integration (Cursor, VSCode) | Dual-Storage: ChromaDB + NetworkX DiGraph with explicit typed edges | Based on Zettelkasten
Amplitude MCP Server
MCP server for Amplitude Analytics integration with AI assistants. Enables Claude and other MCP clients to track events, pageviews, signups, and revenue through natural language requests.
Antlr4 MCP Server
ANTLR4 MCP Server
Aps Sample Revit Mcp Tools Bundle MCP Server
Sample AppBundle for Automation API for Revit 2026 that enables AI assistants to execute custom tools on Revit Cloud Models through the MCP.
Arbitrum Mcp Tools MCP Server
MCP server for arbitrum mcp tools
Aworld Mcp Servers MCP Server
The accompanying repository for the AWorld project.
Bedrock Dining Agent MCP Server
Building an AI Dining Assistant in 30 Minutes: From Local Development to Cloud Deployment
Byterover Skills MCP Server
This repo includes all skills that integrate Byterover MCP server with other tools.
ChainAware Behavioural Prediction MCP Server
The Behavioural Prediction MCP Server provides AI-powered tools to analyze wallet behaviour prediction,fraud detection and rug pull prediction.
Charm MCP Server
MCP server for CharmHealth
Cmucanvasmcpserver MCP Server
MCP server integrating Canvas LMS with Claude Desktop for AI-powered academic management. Provides direct access to courses, assignments, deadlines, and to-do items, enabling students to streamline academic planning through Claude's conversational AI
CrateDB MCP Server
Connects AI assistants to CrateDB clusters to enable natural-language Text-to-SQL, data analysis, and documentation retrieval. It allows users to manage database operations, troubleshoot cluster issues, and query information through conversational pr
Database Analytics MCP Server
Database Analytics MCP Server built with FastMCP - SQLite database operations with AI assistant integration
Dataversedevtoolsmcpserver MCP Server
Dataverse DevTools Mcp Server Repository
Devfest 2025 From Code To Deployment Build Mcp Tools For Gemini And Adk MCP Server
MCP server for devfest 2025 from code to deployment build mcp tools for gemini and adk
DFlow MCP Server
Provides access to Kalshi prediction market data with 23 tools for querying events, markets, trades, forecasts, candlesticks, and live data from the CFTC-regulated exchange for trading on real-world events.
Dust MCP Server
A TypeScript MCP server bridging Dust.tt agents with external tools via JSON-RPC, SSE, and secure API integration. Implements MCP specs/sdk for Claude Desktop compatibility, featuring session management, real-time streaming, and Dust API connectivity
Dx MCP Server
Enables AI applications to write and execute natural language queries on organizational data stored in DX Data Cloud's Postgres database. Runs locally and provides a query tool for AI assistants to formulate and execute database queries with user app
Eclipse MCP Server
Eclipse IDE plugin exposing workspace operations to Claude Code via MCP
Edge Devtools Mcp MCP Server
适配Edge的自动化MCP
ElevenLabs MCP Enhanced
An enhanced server for ElevenLabs that enables high-quality text-to-speech, voice cloning, and multi-speaker dialogue management. It features advanced conversational tools for transcript retrieval, history tracking, and emotional audio synthesis usin
Ensembl MCP Server
A Model Context Protocol server providing LLMs with access to the Ensembl genomics database, enabling AI assistants to query gene information, sequences, variants, and other genomic data across multiple species.
Erpl Adt MCP Server
CLI and MCP server for the SAP ADT REST API — search, read/write ABAP source, run tests, manage transports. No Eclipse, no RFC SDK, no JVM.
Evillimiter MCP Server
MCP server wrapper for EvilLimiter. Provides LLM-accessible tools for network bandwidth control, monitoring, and traffic analysis. Docker-based with safety features.
Experimental Ext Triggers Events MCP Server
Incubation space for the MCP Triggers & Events Working Group
Experimental Ext Variants MCP Server
Status: Experimental. This repository provides a multi-language reference implementation of the variants proposal for the Model Context Protocol (MCP), as described in SEP-2053.
Finance Agent MCP Server
MCP Server Financial Data APIs of Global market without API keys easy to Use, Get Realtime Financial Data From Global Market such US (NASDAQ/NYSE/DOW), China (HKEX, Shenzhen, Shanghai), Europe, India, Japan (TSE), etc.
Financial Reports MCP Server
Instantly query European financial data for AI. This FastMCP server connects the FinancialReports.eu API to powerful language models, making complex reports easy to search, analyze, and explain
Financial Signals Dashboard MCP Server
AI-Powered Stock Analysis with Bright Data MCP Server & Strands Agents SDK
Finbrain MCP Server
FinBrain MCP server: expose FinBrain datasets to AI agents (Claude, VSCode etc.) via SDK-first tools. Runs locally with each user's own FinBrain API key.
For Powerbi MCP Server
MCP Server for Power BI
G2N Mcp Gcal Sse MCP Server
MCP server with SSE for Google Calendar API integration
Gmail Imap MCP Server
Gmail IMAP MCP server for integrating Gmail with Claude and other AI assistants
Google Tools MCP Server
MCP server for google tools
Graylog MCP Server
A lightweight and easy-to-use MCP server for querying and retrieving logs from Graylog. Integrate your AI assistants (like Cursor and Claude) with your Graylog instance.
Integrated MCP Server
Facilitates real-time tool discovery and documentation retrieval for command-line tools within a VSCode extension, using Express and SSE for secure and dynamic content streaming.
K3 Mcp Toolbox Public MCP Server
MCP server for k3 mcp toolbox public
Lsbible MCP Server
Bible SDK and MCP server – give Claude, Cursor, and AI apps ground-truth Scripture context
Market Fiyati MCP Server
Hackathon winner MCP server for marketfiyati.org.tr/
Matter MCP Server
MCP Server for the Matter Devices
Mcp Analyst Toolkit MCP Server
MCP server providing essential day-to-day tools for data analysts and researchers
Mcp Flow MCP Server
MCP Flow is a visual interface for discovering, managing, and installing Model Context Protocol (MCP) servers from GitHub. The application uses React Flow for the visual interface and integrates with the MCP SDK for server management.
Mcp Glitchtip MCP Server
An MCP (Model Context Protocol) server for GlitchTip error monitoring integration. This server allows AI assistants to quickly find and analyze relevant issues from your GlitchTip error monitoring.
Mcp Go Sdk MCP Server
This SDK provides a Go implementation of the Machine Control Protocol (MCP), enabling bidirectional communication between clients and servers for tool execution, resource access, and prompt handling. Based on https://github.com/modelcontextprotocol S
MCP Notes Server
An MCP server for managing and persisting notes, offering CRUD operations, note summarization, and resource-based access via a note:// URI scheme.
Mcp Server Code Extractor MCP Server
🎯 Precise code extraction for AI assistants - MCP server using tree-sitter to extract functions, classes & snippets from 30+ languages without manual parsing
Mcp Servers Microsoft Ecosystem MCP Server
Community catalog + Docker-first implementations of Model Context Protocol (MCP) servers across the Microsoft ecosystem — Azure, Microsoft 365, Fabric, GitHub, Copilot Studio.
Mcp Telegram Claudecode MCP Server
MCP server for Telegram integration with Claude Code
Mcp Tts Server MCP Server
MCP Server wrapper for TTS engines (Kokoro TTS and OpenAI TTS)
Mcpe Server MCP Server
Minecraft Pocket Edition Server implementation in Java
Multi Llm Chat App Vue Python MCP Server
This application provides a chat interface for interacting with multiple LLMs. It supports models from OpenAI, Anthropic, Google, xAI, and custom models via OpenRouter. Key features include text and image input processing, file text extraction, and i
Nife MCP Server
A Model Context Protocol (MCP) server that interfaces with the Nife.io GraphQL API
Nmap MCP Server
An example MCP server with a couple nmap scans as tools.
Ollama Pydantic Project MCP Server
Created sample project for pydantic agent with local ollama model with mcp server integration.
Osquerymcpserver MCP Server
MCP wrapper and Claude Code Skill for osquery
Pdbe Mcp Servers MCP Server
PDBe MCP Servers integrate Protein Data Bank Europe resources with LLMs via Model Context Protocol. Provides seamless access to protein structure data through API tools and graph database schema assistance for intelligent Cypher query generation, bri
Pdffigures MCP Server
Extract figures and tables from PDF documents using this FastAPI-based service. The Figure Extractor API and MCP Server provides a straightforward HTTP interface for PDFFigures 2.0, a robust figure extraction system developed by the Allen Institute f
Pentest Tools MCP Server
An MCP server that integrates various penetration testing tools, enabling security professionals to perform reconnaissance, vulnerability scanning, and API testing through natural language commands in compatible LLM clients like Claude Desktop.
Perplexica MCP Server
MCP server for Perplexica AI-powered search engine
Perplexity Web Mcp Bridge MCP Server
A bridge that connects Perplexity's web interface to the MCP (Model Context Protocol) ecosystem, allowing for seamless usage of tools and servers to integrate local data sources, APIs, and custom tools directly into Perplexity
Pico8 MCP Server
MCP server for PICO-8 development. Token counting, code analysis, validation, minification, and cart comparison via shrinko8. Includes documentation resources. Compatible with any MCP client.
Planka MCP Server
MCP server for PLANKA kanban boards - Claude and AI agent integration
Playwright Allure Mcp Framework MCP Server
🚀 E2E Automation Framework using Playwright, TypeScript, and Allure Reporting. Integrates MCP server and dynamic test context loading for intelligent test generation and execution.
Plytix MCP Server
MCP server for Plytix PIM API integration. Enables AI assistants (Claude, ChatGPT) to read, write, and manage product data, assets, categories, and relationships. Built for e-commerce automation workflows.
Qiskit MCP Server
Unofficial MCP Server for Qiskit (an open-source SDK for working with quantum computers)
Refreshing Mcp Tool MCP Server
An implementation of F5's 'mcp' protocol, including MitM tooling to sniff traffic while vuln hunting
Risken MCP Server
RISKEN's official MCP Server
Safebreach MCP Server
Model Context Protocol (MCP) server that bridges the gap between natural language queries and SafeBreach console operations. It provides seamless integration with SafeBreach's Breach and Attack Simulation (BAS) platform through a standardized API int
Sap Abap Base MCP Server
SAP ABAP Development Power for Kiro — MCP server integration, Clean Core compliance, ABAPGit workflows, and ABAP language reference
Secureframe MCP Server
MCP server for interacting with Secureframe
Server Crash MCP Server
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Speedix MCP Server
Speedix MCP is a Model Context Protocol (MCP) server that allows AI agents to launch and manage online casino platforms programmatically. It provides tools to create operators, deploy casino brands, integrate game providers, manage affiliates, and ac
Strands MCP Server
Experimental: Bidirectional MCP integration for Strands Agents.
Switch Bot MCP Server
SwitchBot MCP Server
Taobao Mcp MCP Server
MCP server for Taobao/Tmall product scraping integration with Claude
Template Python MCP Server
An exemple python server template
Tmux Mcp Tools MCP Server
MCP server providing tmux integration tools
Tomba MCP Server
📇 ☁️ - Email discovery, verification, and enrichment tools. Find email addresses, verify deliverability, enrich contact data, discover authors and LinkedIn profiles, validate phone numbers, and analyze technology stacks.
Venv MCP Server
Stable virtual env management. No hallucinations.
Voice Status Report MCP Server
A Model Context Protocol (MCP) server that provides voice status updates using OpenAI's text-to-speech API.
Waii MCP Server
waii mcp server
8Sleep MCP Server
Eight Sleep Pod MCP server + Hermes agent integration
Adya Mcp Hackathon MCP Server
A comprehensive Model Context Protocol (MCP) platform providing standardized integrations between AI assistants and various services and APIs. This repository contains both JavaScript and Python implementations of MCP servers and clients for seamless
Agents Sdk Telegram MCP Server
Telegram bot using OpenAI Agents SDK and MCP Server.
Aha MCP Server
A Model Context Protocol (MCP) server that provides seamless integration with Aha.io's product management platform.
Ai Content Categorization MCP Server
A Model Context Protocol (MCP) server for intelligent course content curation powered by GPT-4. Provides AI-driven tools to categorize, tag, and improve educational content with seamless Claude Desktop integration.
Aixai MCP Server
AIxAI V3 is an intelligent agent generator with MCP server support, integrating seamlessly with AI IDEs. It uses RAG and multi-agent reasoning to build and manage Pydantic AI agents using local or cloud LLMs.
Asyncmcp MCP Server
Fully JavaScript MCP Server that seamlessly integrates with MERN stack, exposing your data and APIs as AI tools without heavy AI dependencies.
Atomic Writer MCP Server
🔒 Atomic Writer MCP Server: A secure file operation service that prevents data loss through atomic transactions. Built for AI integrations, collaborative editing, and critical data management.
AuthMCP Gateway
🐍 ☁️ 🏠 🍎 🪟 🐧 - Auth proxy for MCP servers: OAuth2 + DCR, JWT, RBAC, rate limiting, multi-server aggregation, and monitoring dashboard.
Awx MCP Server
VSCode extention and standalong mcp server to AWX
Books MCP Server
This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio.
Build Output Tools MCP Server
An MCP server to route build outputs to cheaper LLMs for token-light summaries to preserve main thread context.
Burp Mcp Security Analysis Toolkit MCP Server
Burp MCP Security Analysis Toolkit
Bwt MCP Server
Model Context Protocol (MCP) server for Bing Webmaster Tools (BWT) allowing Claude.ai and other clients to interact with the BWT API
Ceph MCP Server
Ceph MCP Server
Confluence Wiki Mcp Server Extension MCP Server
A VSCode/Cursor extension providing an MCP Server for Confluence Wiki integration
Data4Library MCP Server
Provides comprehensive access to South Korea's National Library information system, enabling searches across 1,000+ public libraries, real-time book availability checks, borrowing trends, and location-based library discovery.
Datarobot Mcp Template MCP Server
DataRobot MCP template for building Model Context Protocol servers with deep DataRobot integration.
Diffusion MCP Server
An MCP Server that allows LLM access to any Diffusion Server
Docker Mcp Toolkit MCP Server
A Curated List of Docker MCP Catalog and Toolkit
Dufs MCP Server
基于 dufs API 封装的 MCP (Model Context Protocol) Server，支持文件上传、下载、删除等操作
Fms Odata Mcp MCP Server
Model Context Protocol (MCP) server for FileMaker Server OData 4.01 API integration
For Revit Dotnet MCP Server
This is a mcp project by using c# full stack, also is a tutorial about how to use mcp in revit
Gh Github MCP Server
GitHub CLI extension for GitHub MCP Server with automatic authentication
Glm Vision MCP Server
A Model Context Protocol (MCP) server that integrates GLM-4.5V from Z.AI with Claude Code.
Grok Cli MCP Server
MCP server that wraps the Grok CLI for seamless integration with Claude and other MCP clients
Hyperlane MCP Server
An MCP server to interact with the open & permissionless Hyperlane Protocol. This MCP allows cross-chain messaging, asset transfers, integrating new warp routes & EVM chains into Hyperlane and run hyperlane validator & relayer nodes.
Ibm Odm Decision MCP Server
An MCP Server enabling integration with IBM Decision Server Runtime to retrieve and invoke decision services.
Ibm Openpages Local MCP Server
An experimental local Model Context Protocol (MCP) server that enables AI agents to securely interact with IBM OpenPages GRC platform through a standardized interface.
Ifs Cloud Core MCP Server
Enables AI agents to analyze and search IFS Cloud codebases using hybrid semantic-lexical search, PageRank importance ranking, and dependency graph analysis. It supports comprehensive exploration of PL/SQL, entities, and projection files to facilitat
Kodabi Lightrag MCP Server
The LightRAG MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with LightRAG's HTTP APIs, enabling AI assistants and language models to interact with Retrieval-Augmented Generation capabilities through a standardi
komodo-mcp
An MCP server that exposes the full API of the Komodo infrastructure management platform. It enables users to manage deployments, stacks, servers, and containers through tools for inspection, configuration, and operational control.
Langchain Mcp Tools Py Usage MCP Server
MCP Tools Usage From LangChain ReAct Agent / Example in Python
Mcp Adonet MCP Server
C# based Model Context Procotol (MCP) Server for ADO.NET ODBC provider
Mcp Bible MCP Server
A Model Context Protocol (MCP) server that enables AI assistants to retrieve Bible passages from multiple translations via BibleGateway.com. Features MCP tools for seamless integration with AI assistants, REST API endpoints, and support for ESV, NIV,
MCP Calc Tools
A server that provides advanced mathematical and financial calculation capabilities for AI code assistants, enabling them to perform complex calculations like symbolic calculus, numerical methods, and financial analysis without implementing algorithm
Mcp Runner MCP Server
A TypeScript SDK for running MCP (Model Context Protocol) servers with process reuse capabilities
Mcp Rustdoc Parser MCP Server
A Model Context Protocol (MCP) server for parsing and querying Rust documentation. Extracts detailed information about Rust items (functions, structs, enums) from project documentation and serves them via stdio transport. Perfect for integrating Rust
Mcp Servers Course MCP Server
MCP Servers course code examples
Mcp Workers Ai MCP Server
MCP servers sdk for Cloudflare Workers
MCPGex
Enables LLMs to systematically develop and validate regex patterns by defining test cases with expected matches, testing patterns against them, and iteratively refining until all requirements are satisfied.
Mcplugins Toolkit MCP Server
A Kotlin, Service-centric development toolkit for Minecraft plugins.
Mcpwebsearch MCP Server
Privacy‑focused web, social media, and archive search server exposing tools via the Model Control Protocol (MCP)—perfectly suited for integration with LM STUDIO
Mdslides MCP Server
MCP (Model Context Protocol) server for generating HTML slides from Markdown content
Memory Tools MCP Server
long term memory system for AI agents using MCP
Mern MCP Server
Open-source MCP server for scaffolding MERN stack CRUD resources with Express, Mongoose, React, and preview-safe code generation.
Minestom MCP Server
An MCP server designed for developers to build and manage Minestom-based Minecraft servers by inspecting project environments, build configurations, and API documentation. It enables users to plan features, review design patterns, and discover librar
Monobank MCP Server
MCP server for integrating with Monobank API.
Mta MCP Server
Multi Theft Auto MCP server
Next Payload Ai Fluent Starter MCP Server
AI-fluent full-stack starter with Next.js, Payload CMS, and TypeScript. Built for developers using Claude, Cursor, and AI coding tools. Features smart scaffolding, test-driven patterns, and MCP integration.
Nonead Universal Robots Mcp MCP Server
nUR_MCP_SERVER is an intelligent industrial collaborative robot control middleware system built based on the MCP (Model Control Protocol) interface protocol. It realizes the natural language interactive control of industrial robots by integrating a l
Openclitomcptool MCP Server
A proof of concept source generator which converts an OpenCli Specification to an MCP Tool
Osdu MCP Server
A MCP server that communicates to an OSDU Instance
P2P Anomaly Detection Foundry Agent MCP Server
Azure AI-powered P2P anomaly detection tool that analyzes invoice images for compliance issues. Uses Agent Service to orchestrate multi-step processes via natural language instructions, integrating MCP Server, Logic Apps, GPT-4o vision, and vector se
Persona Agent MCP Server
A Python-based API server for creating AI persona agents using Google A2A protocol and Model Context Protocol (MCP) tools integration.
Petp MCP Server
Python RPA toolkit with 80+ processors orchestrating browser automation, AI/LLM (10 providers), databases, SSH, email, and HTTP tasks. Configurable pipelines with cron scheduling and loops. Runs as wxPython GUI, headless service, or Docker container.
Preman Sdk MCP Server
TypeScript SDK and CLI for turning REST APIs into hosted MCP servers with scoped agent tokens and audit logs.
Rapidapi Mcp MCP Server
MCP Server implementation for RapidAPI Global Patent API integration with SQLite storage
Recreation MCP Server
An MCP server in Go that enables LLMs to discover and learn about recreation opportunities
Revit Mcp Toolkit MCP Server
Revit自動化のためのMCP対応ツールキット：JSON-RPCでコマンド実行
Sast MCP Server
A comprehensive **Model Context Protocol (MCP)** server that integrates multiple SAST (Static Application Security Testing) tools with Claude Code AI, enabling automated security analysis and vulnerability scanning directly from your AI assistant.
School MCP Server
A Model Context Protocol (MCP) server for academic tools, integrating with Canvas and Gradescope platforms.
Snu 2D Programmingtools Ide Mcpye Command Language MCP Server
⌨️ The MCPYE Command Language Programming language IDE submodule for SNU Programming Tools (2D Mode)
Spamassassin MCP Server
A secure, containerized Model Context Protocol (MCP) server that integrates SpamAssassin for defensive email security analysis. This server provides Claude Code with comprehensive email analysis capabilities while maintaining strict security boundari
Spire.XLS MCP Server
A robust solution that enables AI agents to create, read, modify, and convert Excel files through the Model Context Protocol without requiring Microsoft Office installation.
Spring Java MCP Server
MCP Server using Spring Boot Java
Tinkoff Investments MCP Server
Tbank / ТБанк (Tinkoff/Тинькофф) инвестиции MCP сервер
Tool Gating MCP Server
Implements a tool gating and discovery system to preserve LLM context and focus while having access to many MCP servers
Twitter Client MCP Server
A Model Context Protocol (MCP) server for secure Twitter client integration using the ElizaOS agent-twitter-client library
Uspto Enriched Citation Mcp MCP Server
High-performance MCP server for USPTO Enriched Citation API v3 with AI-powered data extraction, token-saving context reduction, progressive disclosure workflows, and seamless cross-MCP integration
Vectorpanel MCP Server
Modern GUI for vector database management with MCP integration
Vllm MCP Server
Exposes vLLM capabilities to AI assistants, enabling chat completions, model management, and platform-aware container control with automatic detection of Docker/Podman and GPU availability across Linux, macOS, and Windows.
Vulnerability Db MCP Server
Comprehensive vulnerability database for Model Context Protocol servers and implementations. Tracks CVEs, security advisories, and community-reported vulnerabilities with detailed impact assessments, remediation guidance, and disclosure timelines.
Webssh Mcpb Dxt Extension MCP Server
WebSSH MCP Extension for your AI Workflows 🚀
Whop MCP Server
Production-ready MCP server integrating Whop.com Company API with AI assistants. Manage payments, memberships, products, promo codes, and affiliates through natural language. TypeScript with comprehensive error handling.
45Telega MCP Server
Production-ready Telegram MCP Server with 45+ methods for Claude AI integration
A2A Deep Research MCP Server
A deep research agent implementation using Google's Agent-to-Agent (A2A) framework with Model Context Protocol (MCP) tools
A2A Project MCP Server
Explore MCP and A2A protocols with hands-on client/server implementations, UI integration, cloud deployment, and multi-agent collaboration.
Adk Mcp Polyglot Tools MCP Server
A polyglot playbook for building scalable, decoupled, microservices-based AI agent systems using the Agent Development Kit (ADK), the Model Context Protocol (MCP), and Google Cloud Run.
Agents Wg MCP Server
Staging grounds for the Agents Working Group
Aggregate Mcp Server MCP Server
AggreGate MCP Server
Ai Agent History Rag MCP Server
Full featured aggregation of all your AI agents in single vector database for full MCP search.
Anaplan MCP Server
MCP server for Anaplan Integration API v2 that lets businesses run and manage Anaplan workflows using natural language eg. Analyse models, trigger actions,processes, query data directly from Claude and other AI assistants.
Antigravity Launchpad MCP Server
🚀 Production-ready multi-agent template for Google AntiGravity IDE. 7 agents, 11 skills, 9 MCP servers, 7 workflows. Plan-first discipline, anti-hallucination safeguards, GSD integration, Stitch design-to-code pipeline, and a self-replicating skill c
Atest MCP Server
MCP Server of API Testing
Az Aiagentsvc Mcp MCP Server
An AI Assistant built using Azure AI Agent Service that helps users use Bing to get the latest on different topics and integrate with an MCP Server to store and catalog this information in Azure Blob Storage
Basecamp MCP Server
Basecamp 3 MCP (Model Context Protocol) server - 46 tools for complete Basecamp integration
Bugherd MCP Server
MCP server for BugHerd integration - manage bugs and feedback from Claude
C64Ultimatemcpserver MCP Server
C64 Ultimate MCP Server
Camel Toolkits MCP Server
Export Camel toolkits as MCP servers
Ccx Claude Context Exchange MCP Server
Enable multi-model collaboration for Claude Code. Includes standardized MCP servers for OpenAI Codex, Google Gemini, and Email integration
Chia MCP Server
Chia Health MCP Server — Patient workflow integration for a licensed US telehealth platform. Browse GLP-1 medications (semaglutide, tirzepatide), peptide therapies (sermorelin, NAD+, glutathione), and longevity treatments. HIPAA-compliant. 34 tools.
Cisco Axl MCP Server
Cisco AXL MCP Server - Administrative XML API integration
Ciso Security Skills MCP Server
Claude skills for security governance, compliance framework mapping, FAIR risk quantification, and executive reporting - with optional MCP server integrations for NIST CSF, SOC 2, ISO 27001 and more frameworks.
Claimsprocessingassistant Mcp MCP Server
This is a Model Context Protocol (MCP) server that provides claims processing capabilities through integration with a Supabase database. The server enables AI assistants to interact with insurance claim processing workflows and data through natural l
Cloudera MCP Server
MCP server to integrate with Cloudera data warehouse
Comfy Mcp MCP Server
Simple MCP Server for ComfyUI text to image Workflow - ComfyUI Node Integration , Based on lalanikarim/comfy-mcp-server work
Cytoscape Desktop MCP Server
App which provides an MCP server for integration of desktop with agents
db-mcp-tool
A powerful Model Context Protocol (MCP) tool for exploring and managing different types of databases including PostgreSQL, MySQL, and Firestore.
deepq-financial-toolkit
The MCP provides comprehensive financial data and analytical tool support for AI large language models, specifically including the following five core data capabilities: Stock Analysis/ETF Analysis/Public Funds/News & Information/General Tools More I
Diagram Mcp MCP Server
an MCP server that integrates with the Diagrams project, allowing users to combine MCP with Diagrams to make it easier to find the best way to create diagrams.
Dockerized Mcp Server Template MCP Server
A reusable Dockerized Python server template implementing the Model Context Protocol (MCP) with Streamable HTTP transport, built using the official MCP Python SDK (v1.8.0+) for easy integration with Large Language Models (LLMs).
Drupal Bridge MCP Server
MCP Server for Drupal integration with OAuth authentication and zero configuration
Dst Say Pal MCP Server
A Linux-native agent suite for Don't Starve Together dedicated servers, featuring automatic server updates, MCP protocol support, and LLM-powered in-game chat assistant integration.
Dubbo MCP Server
A dubbo Application can support mcp request.And route them to Dubbo method.
Edgedelta MCP Server
Edge Delta MCP Server
Everything MCP Server
MCP server that provides instant file search capabilities using Everything's native SDK. Integrates Everything's powerful search engine with AI tooling through the Model Context Protocol.
Flashduty MCP Server
Flashduty's official MCP Server
Gemini Ocr MCP Server
A FastMCP-based OCR server powered by Google Gemini. Handles both image file paths and base64‑encoded images to return extracted text. Easy to integrate into MCP workflows — just set your Gemini API key and model, run the server, and call 'ocr_image_
Gitcode Api MCP Server
简单易用的GitCode Python SDK，基于GitCode REST API接口。内置 CLI 工具，并为智能体（Agent）提供集成支持(MCP、OpenAI 和 openJiuwen 工具）。Easy to use Python SDK for the GitCode REST API. Providing builtin CLI tool, and optional integration (MCP, OpenAI and openJiuwen tool) for agents.
Gitea MCP Tool
Enables AI assistants to interact with Gitea repositories through intelligent tools for issue/PR management, workflow analysis, compliance checking, and content generation, plus 200+ CLI commands for complete CRUD operations.
Github Calendar MCP Server
MCP Server for GitHub project calendar integration with team management features
GitHub PR Issue Analyser
A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management. Enables LLMs to fetch PR details, analyse diffs, manage issues, and handle releases through a standardised interface
Go Linear MCP Server
Go SDK, CLI, and MCP server for Linear — built for humans and AI agents
Grouper MCP Server
MCP Server for Internet2 Grouper. Allows integration between AI and Grouper
Hacienda Cr MCP Server
TypeScript SDK, CLI & MCP Server for Costa Rica electronic invoicing (Hacienda API)
Hana Compass Api MCP Server
API and MCP server for all EHR integration,Med Research via a single unified API
Hasmcp Docs MCP Server
Documentation for HasMCP
Hello World MCP Server
A minimal Model Context Protocol server in TypeScript that demonstrates MCP-compliant resources and tools for LLMs, featuring simple resources and a basic tool that echoes messages or returns greetings.
Hsr Assistant Driver MCP Server
MCP server that exposes Honkai: Star Rail game automation functionality to LLMs by integrating Auto Simulated Universe and March7thAssistant scripts.
Humio MCP Server
A Model Context Protocol (MCP) server implementation for Humio, enabling integration with Humio's logging and analytics platform.
Ipos Open Source 2026S1 MCP Server
Multi use API application with a MCP server for LLM Client integrations
Ksef2 MCP Server
Python MCP Server for Poland's KSeF (Krajowy System e-Faktur) v2 API built on top of the ksef2 SDK.
Langgraph Multiagent Boilerplate MCP Server
A robust boilerplate for building AI agent clusters with LangGraph edgeless (with Command and Send), featuring a supervisor architecture, MCP server integration, and comprehensive APIs.
Leak Canary Mcp Server MCP Server
Leak Canary MCP Server 🚀 AI-powered Android leak detection & fixing tool. Collects LeakCanary reports via MCP and uses Cursor, Copilot, Claude, etc. to analyze and suggest fixes automatically. Helps developers quickly identify, understand, and resolv
Mcp Client Browser MCP Server
TypeScript SDK for using large language models with an MCP server directly in the browser, powered by Cherry Studio's prompt templates.
Mcp Complete Guide Build And Connect Tools For Llms MCP Server
MCP server for mcp complete guide build and connect tools for llms
Mcp Device MCP Server
A Model Context Protocol (MCP) server for seamless integration with peripheral devices connected to your computer. Control, monitor, and manage hardware devices through a unified API.
Mcp Example MCP Server
A reference implementation of the Model Context Protocol (MCP) enabling seamless tool calling between LLMs and applications. Features client/server architecture with HTTP APIs, local CLI execution, and AWS Bedrock integration in a production-ready, e
Mcp Github Integration MCP Server
A TypeScript package for interacting with the GitHub API through an MCP (Model Context Protocol) server integration.
Mcp Monodraw MCP Server
MCP server for Monodraw - Export ASCII art diagrams, create flowcharts, sequence diagrams, and integrate with Claude AI
Mcp Ms Sql MCP Server
A configurable Model Context Protocol (MCP) server for Microsoft SQL Server integration with Claude Code, supporting project-based database access with secure read/write operations.
Mcp Phenoage Clock MCP Server
MCP server for calculating biological age using the Morgan Levine PhenoAge clock
Mcp Presentation MCP Server
This Repo, walks you through setting up a Model Context Protocol (MCP) server using the Javascript SDK.
Mcp Python Streamable E2E Test Template MCP Server
A template for creating Dockerized Python FastMCP (Model Context Protocol) servers with E2E testing capabilities. Based on the mcp-sdk.
Mcp Research Tool MCP Server
MCP server for mcp research tool
Mcp Spring Ai MCP Server
使用java 编写mcp server并说明接口的使用方式
mcp-test-server
A lightweight MCP test server for verifying client connectivity, providing tools, resources, and prompts for integration.
Mcp Tool Eval MCP Server
MCP server for mcp tool eval
Mcp Tool Layer MCP Server
Enhances LLM agents with a Model Context Protocol layer for contextual reasoning and structured task execution. Includes agents that interact with semantic technologies (e.g. RDF, OWL, SPARQL), enabling hybrid symbolic-neural workflows.
Mcp Tools Nvim MCP Server
Allows registration of Lua functions as MCP tools in NeoVim
Mcp Travel Assistant MCP Server
🌟 MCP Travel Concierge Server - AI-powered travel planning with Google Travel & Amadeus integration
Mcp Weather Sse MCP Server
Example Model Context Protocol Server use SSE from python's MCP sdk
Mcp Xiaozhi Tools MCP Server
The MCP Tool Set For Xiaozhi
Mcpe Tool MCP Server
Minecraft Bedrock Addon Development Tool
Mcptoolforunity MCP Server
MCP server for mcptoolforunity
Mcpview MCP Server
Terminal UI for testing MCP servers (fast debugging and visualisation tool)
Memmimic MCP Server
Contextual Memory Intelligence for AI Systems - Persistent memory, cognitive tools, and adaptive reasoning capabilities for LLMs (evolved from Clay-CXD)
Microsoft Teams Meetings Mcp Server MCP Server
Microsoft Teams MCP Server for scheduling, rescheduling, canceling, and managing Teams interviews & calendar events via Microsoft Graph API. Supports JSON-RPC tools, timezone-aware events, Docker & PyPI deployment, and OpenAI/LLM integration for auto
Mobile Mcp Tools MCP Server
A collection of MCP servers and tools for Salesforce Mobile use cases
Noteit MCP Server
MCP server for AI agent profiles and smart notes. 60+ coding prompt packs with expert personas.
Opencode Nanogpt MCP Server
Automated setup scripts for configuring OpenCode with NanoGPT integration, featuring automatic model updates, reasoning model support, and built-in MCP server.
Opgen MCP Server
A MCP server implementation for password generation, based on 1Password/spg/cmd/opgen
pdf-toolkit-mcp
📇 🏠 🍎 🪟 🐧 - Create PDFs from Markdown with tables and formatting, fill forms, merge,
Ppm Mcp Tools MCP Server
Source code for PPM MCP tools — Pascal/Delphi MCP servers for Claude Code
Project Hub MCP Server
MCP server for managing software projects, providing tools for project tracking, note-taking, and GitHub integration
Psx Mcp Server MCP Server
PSX MCP Server: A Model Context Protocol server that provides 12 powerful tools for scraping Pakistan Stock Exchange (PSX) market data including real-time quotes, historical data, sector analysis, and OHLCV data. Built with FastMCP and ready for Gemi
Py Ai Mcp Tool Schemas MCP Server
'Improving MCP tool schemas for agent reliability' talk resources: MCP server, agents, evaluation code, and slides
Pyth Network MCP Server
A MCP server that provides real-time access to Pyth Network's decentralized oracle price feeds via the Hermes API, optimized for seamless integration into AI agents and autonomous systems.
Python Pydantic Ai Mcp Agent MCP Server
This repo makes use of MCP servers to seamlessly integrate multiple tools for the agent.
Qgistoolmcp MCP Server
MCP server for qgistoolmcp
Remote Mcp Oauth Github MCP Server
A Model Context Protocol (MCP) server for Claude.ai custom integrations, running on Cloudflare Workers with GitHub OAuth authentication.
Remote Mcp Server With Ui Template MCP Server
A production-ready template for building remote Model Context Protocol (MCP) servers with OAuth2 authentication, PostgreSQL storage, and a React UI(with MCP UI capability). Perfect for creating custom MCP integrations with enterprise-grade security a
Rive Mcp Server Core MCP Server
# Rive MCP Server - Open Source Core An open source Model Context Protocol (MCP) server that bridges AI assistants with Rive interactive animations, enabling natural language animation discovery, code generation, and integration.
Sentinel Mcp Tools MCP Server
A collection of MCP tools, YAML agent definitions, and guidance for integrating MCP workflows with Microsoft Sentinel.
Seo Api Mcp MCP Server
The SEO Review Tools MCP server offers a new way to integrate advanced SEO data into your applications and AI agents
Simulation Ai Agent MCP Server
A plugin-based discrete event simulation server with MCP integration, enabling AI assistants to run and analyze simulations.
Skyfactory 2 4 MCP Server
[16/5/2015 18:44:34 PM] Loading Language: English [16/5/2015 18:44:34 PM] Loading Language: English [16/5/2015 18:44:34 PM] ATLauncher Version: 3.2.2.6 [16/5/2015 18:44:34 PM] Operating System: Windows 7 [16/5/2015 18:44:34 PM] RAM Available: 1024MB
Tak Server MCP Server
Model Context Protocol (MCP) server for TAK Server integration with geospatial support
Tasknote Bridge MCP Server
TaskNote Bridge - MCP Server for Things 3 and Apple Notes integration
Telegram Wallet P2P Sdk MCP Server
Multi-language SDK ecosystem for Telegram Wallet P2P market. Includes Python SDK, Node.js SDK, and MCP server for real-time crypto trading analytics, spread analysis, and market intelligence.
Template Smart Mcp Agent MCP Server
A Mastra template for creating intelligent AI agents that can dynamically discover, install, and use MCP (Model Context Protocol) servers in runtime. This template provides a foundation for building agents that can automatically find and integrate ex
Tempo Llm Cli MCP Server
Tempo Claude/MCP server integration
Terramate MCP Server
The Terramate MCP Server integrates Terramate CLI and Terramate Cloud with ChatGPT, Cursor, Claude Code, and any LLM, for seamless Infrastructure as Code (IaC) development.
Tia Portal Mcp MCP Server
Tia-Portal MCP server built to be able to export OPC UA nodeset files from a PLC
Tilt MCP Server
MCP server for Tilt CLI integration, enabling AI assistants to interact with Tilt development workflows
Token Tool MCP Server
Bitbond Token Tool MCP - deploy and manage compliant ERC20 tokens from any AI agent (OpenClaw, Claude Code, Cursor, Windsurf)
Tooljet MCP Server
Connect ToolJet to your AI assistants
Toon Context MCP Server
TOON-MCP is a Model Context Protocol server that automatically converts verbose JSON structures into Token-Optimized Object Notation (TOON), reducing token consumption in AI-assisted development workflows by up to 60%. Designed for developers working
Ts Index MCP Server
A powerful TypeScript code indexing and search tool with Language Server Protocol support and MCP integration.
Unity Vfx Graph Mcp Tool MCP Server
MCP server for unity vfx graph mcp tool
usensedata-mcp-server-query-china-company
羽山数据API服务现已全面兼容MCP协议，打造数据服务MCP Server。usensedata-mcp-server-query-china-company项目为企业类数据查询服务server，用户可通过简单配置快速通过LLM使用羽山数据企业类数据服务。依赖MCP Typescript SDK，可在支持MCP协议的智能体助手中快速接入。
Vibe Tools MCP Server
MCP server for vibe tools
Video Quality MCP Server
A Model Context Protocol (MCP) server for video quality analysis, providing objective metrics such as PSNR, SSIM, and artifact detection via OpenCV and FFmpeg. Designed to integrate with Claude Desktop to enable automated video quality inspection, di
Wassenger WhatsApp MCP Server
MCP connector for Wassenger WhatsApp API: Send messages, summarize conversations, automate anything on WhatsApp using text or voice from your favorite AI client like ChatGPT, Claude, Gemini, OpenAI and more 🎉
Webmiliastranodeseditor Mcpserver MCP Server
用于给《原神·千星奇域》节点图模拟器接入AI代理生成节点图及项目的MCP服务器 | MCP Server to Integrate AI Agents to Generate Node Graphs/Projects for 'Genshin Impact - Miliastra Wonderland' Node Graph Simulator
Youtrack Rocket MCP Server
🚀 Lightning-fast MCP server for YouTrack integration. Seamlessly manage issues, projects, and users through Claude Desktop, Cursor IDE, or any MCP-compatible client. Features async API, smart field caching, and comprehensive search with custom fields
1C Accounting MCP Server
MCP server for 1C Enterprise Accounting integration
Academic Tools MCP Server
MCP server for academic research tools — OpenAlex, arXiv, bioRxiv, Crossref, OpenCitations, Wikipedia
Adk Rust Mcp Toolkit MCP Server
Production-ready Model Context Protocol (MCP) servers for generative media, built in Rust
Aerospike MCP Server
Aerospike MCP Server - Model Context Protocol server for Aerospike database
Agent Skills Mcp Rs MCP Server
Load Agent Skills for your agents
Agentrepl Jl MCP Server
STDIO-based MCP server for persistent Julia REPL sessions, eliminating TTFX overhead for AI coding assistants
Ai Workshop MCP Server
A collection of hands-on AI development tutorials and examples. Each tutorial includes complete working code, security considerations, and production-ready configurations. Covers MCP servers, React dashboards, FastAPI integrations, and modern AI tool
Appifex Dtc MCP Server
CLI toolset for generating native and web app codebases from design files. Layered codegen pipeline across SwiftUI, Kotlin Compose, React, and React Native — with BaaS integration, mock data services, validation, auto-fix loop, and MCP server for age
Apps Sdk Template MCP Server
Production-ready starter template for building MCP servers and GPT Apps-SDK tools.
Archivist MCP
Archivist MCP is a local-first memory server for coding agents. It persists decisions, incidents, rules, entities, and graph relationships in SQLite, then exposes them over MCP (stdio/HTTP), SSE team mode, and WebUI. Built for cross-session context c
Axe Mcp Server Public MCP Server
Axe MCP Server: Deque's official MCP server for axe. Integrate accessibility testing and AI-powered remediation into your IDE with Claude, Copilot, Cursor, and other AI coding agents. Find and fix a11y issues without interrupting your dev flow.
Azure Ai Agent Demos MCP Server
Azure AI Foundry Agent service demos and resources
Boostcamp MCP Server
A Model Context Protocol (MCP) server for integrating with the Boostcamp fitness platform. This server provides seamless access to your training history, workout programs, custom exercises, and analytics through Claude Desktop and Claude Code.
Cdata Jdbc MCP Server
This read-only MCP Server allows you to connect to external data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
Chinese Naming Mcp Toolset MCP Server
🎯 中文起名MCP工具集 - 专业的中文姓名生成、分析和文化解读工具集合，支持MCP协议和命令行界面
Chrome Devtools Advanced MCP Server
Advanced Chrome automation MCP server combining Playwright + CDP: 15 smart workflows + 50 advanced tools for real-time network interception, HAR recording/replay, accessibility testing, smart workflows. Built for AI-powered browser automation.
Claude Code Github Mcp Tutorial MCP Server
Complete tutorial series for integrating GitHub MCP servers with Claude Code. Learn to automate development workflows with AI-powered issue-to-PR automation, code reviews, and GitHub Actions.
Claude Code Ide Mcp Tools MCP Server
Comprehensive MCP tools package for Claude Code IDE - 40+ development tools covering symbol navigation, project management, git integration, testing, and more
claude-mcp-server-gateway
MCP server gateway for Claude Code, Claude Desktop, and Cline. Loads only specific tools from your MCPs as you need them and saves thousands of tokens. Works with any Model Context Protocol server.
Claude Mcp Tools MCP Server
Repo of Claude Desktop MCP tools
Claudeautonomous MCP Server
AI-driven autonomous development workflow template with 'Ultra Think before you build' philosophy, MCP integration, and comprehensive automation
Claudecodeapprovalserver MCP Server
MCP server for Claude Code SDK approval
Claudejupy MCP Server
ML Jupyter MCP server with thoughtful execution framework for Claude Code integration
Cloudflare Mcp Toolbox MCP Server
30 utility tools for AI agents - date/time, math, text, validation, KV storage, and Workers AI. Deploy to Cloudflare Workers edge network.
Code Tools MCP Server
MCP server for code tools
Concretecms MCP Server
A Model Context Protocol (MCP) server that integrates with Concrete CMS's REST API.
Connectai Claude Agent MCP Server
A production-ready chatbot built with the **Claude Agent SDK** that connects to the **CData Connect AI MCP Server**. Demonstrates how to build AI agents with stateful conversations, automatic context management, and native MCP tool integration.
Console To Http MCP Server
Example of converting a stdio MCP server to HTTP using ModelContextProtocol.AspNetCore
Context Mode Jmunch Bridge MCP Server
Bridge hook and integration guide for running context-mode alongside jCodeMunch + jDocMunch in Claude Code — three MCP servers covering code, docs, and data files with zero conflicts
Copilot Jira MCP Server
Official MCP Server for Jira integration with GitHub Copilot CLI
Crossword MCP Server
Enables solving crossword puzzles by loading grid and clue files, registering candidate words, checking consistency, and rendering final solutions. Supports Japanese crosswords with automated solving capabilities through natural language interaction.
Cs Office MCP Server
The MCP Server for operating Office files such as Excel,World,PowerPoint,Outlook
Dbc MCP Server
DBC-MCP-Server 是一个基于 Spring Boot 的数据库连接管理和查询服务，集成了 Model Context Protocol (MCP) 功能，提供了强大的数据库元数据查询和管理能力。该项目主要用于支持 AI 应用与数据库的交互，使 AI 能够理解和操作数据库结构。
Ddc Ci Control Bridge MCP Server
Control monitor brightness, contrast, power, and input via DDC/CI. Includes Model Context Protocol (MCP) server for AI integration and MQTT client for IoT automation platforms like Home Assistant.
Devstudio MCP Server
Production-grade MCP server for professional screen recording and demo automation. Features multi-monitor support, audio/video muxing, and seamless integration for AI-driven workflows.
Dify Plugin Tools Mcp Config During Use MCP Server
MCP server for dify plugin tools mcp config during use
Dotnetfastmcp MCP Server
A lightweight .NET framework for building Model Context Protocol (MCP) servers. Integrates seamlessly with Azure AD, AWS Cognito, Auth0, OpenAI and other providers
Driftguard Agentic Network MCP Server
DriftGuard is an agentic workflow built with n8n, AI agents, and MCP servers to detect and automatically remediate network configuration drift. It integrates Cisco Meraki, NetBox, and Splunk to create a self-healing network system.
Educhain Mcp MCP Server
🎓 MCP Server with EduChain Integration | Built using Python MCP SDK to expose EduChain's educational content generation as tools/resources for Claude Desktop. Generates MCQs, lesson plans & more.
Educhain MCP Server
🎓 MCP Server with EduChain Integration | Built using Python MCP SDK to expose EduChain's educational content generation as tools/resources for Claude Desktop. Generates MCQs, lesson plans & more.
Embeddedtoolchain Mcp MCP Server
🚧 In development: MCP service for embedded automation. 为 AI 提供接口，全自动控制编译、调试与烧录，简化嵌入式开发流程
Esp Mcp Server MCP Server
An ESP32 component that implements the Model Context Protocol (MCP) server, providing a standardized way for AI applications to integrate with ESP32 devices.
Experimental Ext Tasks MCP Server
Status: Experimental. This repository provides a reference for the tasks extensions to the MCP protocol, allowing for long-running operations, such as Agent communication, in MCP.
Favicon MCP Server
A MCP server for converting input images into favicon
Finagent Mcp MCP Server
MCP server for financial data integration, featuring Plaid banking/investment data and Robinhood crypto trading.
Flux Memory MCP Server
Self-organizing retrieval fabric for AI memory — deployable MCP server, REST API, and Python SDK
Freedmcpcamp MCP Server
Model Context Protocol (MCP) server for Freedcamp task management. Create, update, and list tasks in Freedcamp projects via a local MCP server. Includes robust validation, environment variable support, and easy integration with IDEs like Cursor and R
Gemforge Mcp MCP Server
MCP server to empower your agent with enterprise-grade Gemini integration for codebase analysis, live search, text/PDF/image processing, and more on your favorite MCP clients.
Geometry Dash Mcp Geode MCP Server
MCP server for Geometry Dash with Geode SDK integration
Git Memory MCP Server
## Git Memory MCP Server - English Description Git Memory MCP Server is a powerful Model Context Protocol (MCP) server that combines Git repository management with intelligent memory capabilities. It's the first of its kind to integrate version contr
Github Mcp Server Go MCP Server
An unofficial implementation of an mcp server for github in go. Used internally at Metoro.
Go Mcp Server Youtube Search MCP Server
A simple MCP (Model Context Protocol) server that provides tools for searching and retrieving information from YouTube videos. This server can be used with AI assistants that support the MCP protocol.
Google Adk Sse Multi Tool System MCP Server
MCP server for google adk sse multi tool system
Grebi MCP Server
HPC aggregation pipeline and API/MCP server for LLM-mediated biomedical data integration
Hello Claw MCP Server
A Slack-connected autonomous agent built on the Claude Agent SDK with in-process MCP servers, OS-level sandboxing, and human-in-the-loop approval workflows
Hermes Atlas MCP Server
MCP server exposing the Hermes Atlas ecosystem catalog — 100+ Hermes Agent tools, skills, plugins, and integrations — to any MCP-aware client (Claude Desktop, Cursor, Continue).
Houdini Mcp Tools MCP Server
MCP server for houdini mcp tools
Hubspot Mcp Tools MCP Server
Model Context Protocol (MCP) server providing comprehensive HubSpot CRM integration tools covering Contacts, Companies, Deals, Tickets, Notes, Associations, Owners, Pipelines, and Properties APIs
Idea Mcp Toolkit MCP Server
IDEA MCP Toolkit plugin
Idrac Mcp Reference Server And Tools MCP Server
iDRAC-MCP-Reference-Server-and-Tools
If Mcp Server For Microsoft Teams MCP Server
A demo of deploying an MCP server for use by a bot in Microsoft Teams.
Infrawise MCP Server
Static infrastructure analysis via MCP: databases, AWS services, IaC, and code patterns.
Insightflow MCP Server
InsightFlow - a real-time analytics dashboard server with an MCP (Message Control Protocol) architecture that integrates with AI services like Claude or Cursor. This solution enables real-time data analytics with natural language query capabilities.
Jina Java MCP Server
对接jina reader api的mcp服务器
jira-mcp
A comprehensive, production-ready Model Context Protocol (MCP) server for seamless Jira Cloud integration. This enhanced version provides advanced features, robust error handling, and extensive tooling for AI agents, automation systems, and custom ap
K8S Gpu MCP Server
NVIDIA GPU hardware introspection for Kubernetes clusters via MCP
Kali Mcp Tool MCP Server
一个大模型MCP 工具，可以使用KALI系统进行自动化的渗透测试，实测可以使用Cloude ,Gemini, Qwen模型进行测试，MCP需要使用chatbox，其它客户端软件自行测试
Kwdb MCP Server
KWDB MCP Server
LunaTask MCP Server
An unofficial bridge that enables AI models to interact with the LunaTask API for managing tasks, notes, journal entries, and contacts. It supports creating and updating productivity data while respecting LunaTask's end-to-end encryption for sensitiv
Make MCP Server
Create plug-and-play MCP servers for AI agents, IDEs like Cursor, and platforms like Claude Desktop through an intuitive UI.
Mangrovemarkets MCP Server
The world's first decentralized marketplace for agents. TypeScript SDK, OpenClaw plugin, and tools for connecting to the MangroveMarkets MCP server.
Markdown Notes MCP Server
A semantic search system for Markdown notes with Model Context Protocol (MCP) server integration. Build searchable embeddings indexes from your Markdown files and expose them via JSON-RPC 2.0 over stdio for LLM integrations.
Mcp Analytics Middleware MCP Server
A lightweight TypeScript middleware for MCP SDK servers that delivers analytics. Captures request metrics, performance data, and usage patterns with minimal overhead. Features real-time monitoring, configurable data collection, and detailed reporting
Mcp Browser World MCP Server
This is an experiment in integrating MCP into Babylon.js, with Babylon.js acting as the MCP server.
Mcp Client Toolkit MCP Server
TypeScript client library and utilities for remote Model Context Protocol (MCP) servers
Mcp Clockify MCP Server
A Model Context Protocol (MCP) server that provides seamless integration with Clockify time tracking API. This server enables AI assistants to interact with Clockify to manage time entries, projects, tasks, and workspaces.
Mcp Core Sdk MCP Server
SDK for building Model Context Protocol (MCP) clients & servers — includes transport, discovery, and Tool/Prompt APIs in TypeScript, with Rust & Python coming soon.
魂斗罗 MCP Demo
A FastMCP-based server providing tools for weather queries, random number generation, and real-time stock market data retrieval. It enables AI models to interact with external data and perform specific tasks through the Model Context Protocol.
mcp-helmet
A production middleware toolkit for MCP servers providing auth, health checks, graceful shutdown, and transport ergonomics, enabling rapid development of robust MCP servers.
Mcp Music Forge MCP Server
MCP tool: soundcloud / yandex music / youtube / spotify downloader, audio converter, audio tag editor
Mcp Nutrition Tools MCP Server
MCP-enabled server providing Claude Desktop with intelligent nutrition tools from USDA's 600k+ food database. Features dual architecture (MCP protocol + HTTP API), hosted service, and complete deployment pipeline with Docker/Cloud Run.
Mcp Parseable MCP Server
This project provides an MCP (Message Context Protocol) server for Parseable, enabling AI agents and tools to interact with Parseable data streams (logs, metrics, traces) using natural language and structured tool calls.
Mcp Perf Suite MCP Server
A modular MCP server suite for performance‑testing workflows: generate JMeter scripts from browser automation, manage and run load tests, ingest and correlate metrics from APM tools using temporal correlation analysis, and produce customizable perfor
Mcp React Dev Tools MCP Server
MCP for React Dev Tools - Use directly inside cursor
Mcp Ruby Skeleton MCP Server
Experimental Ruby implementation of Model Context Protocol (MCP) - A starter server framework for trying out LLM integrations
Mcp Ssh Toolkit Py MCP Server
mcp-ssh-toolkit-py is a powerful MCP server for secure SSH command execution via Model Context Protocol.
Mcp Tool Orchestrator MCP Server
MCP server for mcp tool orchestrator
MCP-toolhouse
A model context protocol (MCP) server that provides access to tools from the https://toolhouse.ai platform.
Mcp39F501 Toolbox MCP Server
A collection of tools for working with the Microchip MCP39F501 power monitoring IC
Mcpserver Finder MCP Server
mcpserver-finder: Find and evaluate MCP servers with expert judgment checks for quality, security, and safety. Customizable tool with practical search methods and optional teaching guidance. Part of the Model Context Protocol Security initiative, a C
mcpstat
A Python utility for adding usage tracking, analytics, and audit trails to MCP servers using SQLite-backed persistence. It enables developers to monitor tool, prompt, and resource activity and expose these statistics directly to LLM clients.
Medical Calc MCP Server
🏥 MCP Server with 121 validated medical calculators for AI agents. DDD architecture, evidence-based formulas with PMID citations. Supports Claude, GPT, and other LLM integrations.
Microsoft MCP Server
A Microsoft Graph API integration MCP server that provides AI assistants with comprehensive access to Microsoft 365 services through the Model Context Protocol (MCP). It enables natural language automation of email, calendar, file management, and con
Mozisu MCP Server
指定した文字数でLLMに文章を書かせるためのMCPサーバー
Myob Accountright Mcp Server By Cdata MCP Server
This read-only MCP Server allows you to connect to MYOB AccountRight data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platform: CData Connect AI (https://www.cdata.com/ai/).
Narad Github Agent MCP Server
The Narad GitHub Agent is a next-generation, dual-mode intelligent agent engineered for seamless high-level interactions with GitHub. It operates as an interactive CLI chat agent you can talk to directly, or as a Model Context Protocol (MCP) server t
Nix Tools MCP Server
MCP server that provides Claude Code with ephemeral access to any tool in nixpkgs.
Obsidian MCP Tools
A Model Context Protocol (MCP) server that allows MCP clients (Cursor, VSCode, Claude Desktop, etc.) to read and search any directory containing Markdown notes, such as an Obsidian vault. This server exposes a rich, read-only toolkit of obsidian_-pre
Oitvoip MCP Server
OITVOIP MCP Server for NetSapiens Platform Integration - Comprehensive MCP server providing AI agents with full access to NetSapiens VoIP platform
Openai Sql Agent MCP Server
This project demonstrates how to integrate Azure SQL Database with Azure OpenAI using the Model Context Protocol (MCP) server architecture. The solution enables natural language querying of SQL databases through AI agents, providing an intelligent in
Opencode Mcp Tool Search MCP Server
MCP server for opencode mcp tool search
Pbs MCP Server
Australian Pharmaceutical Benefits Scheme PBS API Server using Anthropic MCP with natural language LLM integration
Pmxt MCP Server
An MCP (Model Context Protocol) server providing seamless integration with PMXT's unified prediction market API, supporting major markets like Polymarket and Kalshi. Enables AI agents and LLMs to query and interact with prediction markets through sta
Postman Labs MCP Server
Advanced GraphRAG development with protocol comparison, LLM A/B testing & analytics, and MCP server integration - accessible through web interface and Postman integration
PureScript MCP Server
A Model Context Protocol server that provides PureScript development tools for AI assistants, enabling code analysis, type lookups, and IDE server management without requiring heavy IDE setup.
QR Code Generator MCP
Enables AI-powered generation of styled QR codes with 10 design presets, supporting single or batch creation with custom logos and formats (SVG/PNG) directly from AI tools.
Razer Aikit V2 MCP Server
Razer AIKit V2 - Unified Local LLM Platform with MCP Bridge Integration for Visionary Tool Server
Renfe Mcp Server MCP Server
🚄 Query Renfe train schedules with ease using an MCP server that integrates GTFS data and supports real-time pricing and flexible date formats.
Roma MCP Server
ROMA is an AI-powered, ultra-lightweight jump server (bastion host) built with Go. It provides secure and efficient remote access solutions with native AI integration through Model Context Protocol (MCP).
Searxng N8N MCP Server
MCP Server for SearxNG n8n integration
Sentinelone MCP Server
MCP server for SentinelOne Core + Deep Visibility APIs
Seo Mcp Tools MCP Server
MCP server with SEO tools
Serpstat Mcp Server Js MCP Server
MCP (Model Context Protocol) server for integration with Serpstat API, implementing api methods for a SEO analysis. JS/TS version
Service Now MCP Server
Service now MCP server to integrate LLMs with Redhat's help center
Skill Mcp Agent MCP Server
Agent with MCP & Skills solves this with auto-discovery: just add MCP servers or skill files, no configuration needed. With hot-reload support, multi-tool integration, and a Plan + ReAct framework ensuring reliable task execution, it's an ideal found
Smolagents Mcps MCP Server
AI assistant using the SmolAgents library that integrates with Brave Search and Crawl4ai Model Context Protocols (MCP) servers for web searches and scraping. Modular design allows easy addition of new MCP servers and tools.
Spring Ai Mcp Server Demo MCP Server
MCP server example for Agentic AI demo with Java & Spring
Spring Ai Tools MCP Server
Implementing mock agent credit score check with Qwen 2.5 model integrated with Slack using MCP
Spring Boot Ai Confluence MCP Server
A Spring Boot AI-powered Model Context Protocol Server for interacting with Confluence Cloud
Spring Boot Bitcoin Mcp Server 2025 MCP Server
A demonstration of A Spring Boot/AI MCP Server that tracks Bitcoin prices using CoinGecko APIs (api.coingecko.com/api/v3)
Sui Move Analyzer MCP Server
Sui Move language server and MCP server - providing IDE features and AI assistant integration for Sui Move smart contract development.
Supper Ida Mcp Tools MCP Server
🚀 IDA Pro mult work mcp. Route agent analysis across multiple binaries, services, and IDA databases without configuring every IDA instance by hand.
Swift Dev Tools MCP Server
MCP server for Swift Dev Tools
Toolhouse MCP Server
The Toolhouse MCP lets you connect Toolhouse tools to MCP clients and agents
Toutiao MCP Server
基于 MCP 的今日头条创作者平台服务，使 AI 助手能够通过标准化协议完成内容发布、管理和数据分析。
Ue Blueprint Extractor MCP Server
UE5 editor plugin that extracts Blueprint and StateTree data to structured JSON, with MCP server for Claude Code integration
Uniauto MCP Server
Universal Test Automation MCP Server with self-healing capabilities and Smithery.ai integration
Universal Mcp Sync MCP Server
Universal MCP Sync (usync) is a local-first MCP configuration manager for developers who use multiple AI clients.
universal-mcp-toolkit
📇 ☁️ 🏠 🍎 🪟 🐧 - A universal MCP aggregator toolkit that con
Unofficial Dinero MCP Server
En MCP server til det danske regnskabsprogram Dinero, som tillader dine AI agents at håndtere bogføringen for dig.
Uspto Fpd Mcp MCP Server
High-performance MCP server for USPTO Final Petition Decisions API with context reduction and cross-MCP integration
Uspto Ptab Mcp MCP Server
High-performance MCP server for USPTO Patent Trial and Appeal Board (PTAB) with context reduction, progressive disclosure workflows, and seamless cross-MCP integration
Valhalla MCP Server
An MCP server that provides integration between Claude Desktop (or any other client) and the Valhalla Open-Street-Map routing engine.
Varon Ai MCP Server
Varon AI ⚡👑 — A boss AI that commands a team of expert assistant agents 🤖 for real-world automation: web search 🌐, messaging 📩, coding 💻, design 🎨, scraping 🔍, and more. One command → complete intelligent execution 🚀.
Viban MCP Server
A Kanban Board with MCP Server Integration for AI-Assisted Task Management
Video Transcribe MCP Server
An MCP server implementation that integrates with optivus, providing video transcribe capabilities (e.g. YouTube, Facebook, Tiktok, etc.) for LLMs
Vmware MCP Server
A comprehensive Model Context Protocol (MCP) server for VMware vCenter and ESXi management with production-ready features, Ollama integration, and n8n workflow automation support.
Waha MCP Server
WAHA MCP Server - 62 tools for WhatsApp API integration via Model Context Protocol
Wdk Mcp Toolkit MCP Server
MCP server for wdk mcp toolkit
Web Scraping With MCP Server
Example MCP server and instructions for connecting Anthropic LLMs to external web scraping tools, with real-world examples and Bright Data integration.
Wn Laravelboost Plugin MCP Server
Integrates Laravel Boost into Winter CMS, a MCP server for augmenting your AI powered local development experience.
Youtube Video Mcp MCP Server
A minimal MCP server to fetch YouTube video transcripts and stream them directly to your LLM client for seamless integration and prompt engineering workflows.
ziti-mcp-server
Zero-trust MCP (Model Context Protocol) over OpenZiti. SDK and CLI for consuming and hosting MCP servers as dark services - invisible to the internet, accessible only through cryptographic identities.
3Commas MCP Server
An MCP (Model Context Protocol) server that integrates with the 3Commas.io API, enabling agents to manage 3Commas through natural language interactions.
Acm Ai Qe MCP Server
AI-powered tools for ACM quality engineering: pipeline failure analysis, hub health diagnostics, and MCP server integrations
Adk Ollama Tool MCP Server
This repository demonstrates the integration of ADK agents using Python and LiteLlm for advanced tool calling and MCP server integration
Agent Policy Builder MCP Server
GlassTape Policy Builder is an AI-powered MCP server (integrating with Cursor, AWS Q, and Claude) that turns natural-language security requirements into production-ready Cerbos YAML policies, enabling security teams to govern AI agents and applicatio
Agent Supply Chain MCP Server
Building a Supply-Chain Copilot with OpenAI Agent SDK and Databricks MCP Servers
Agent2Agent Strands Ai21 Maestro MCP Server
Agent-to-Agent AI Integration: AWS Security Analysis with AI21 Maestro & Strands Agents
Ai Sdk Security Audits MCP Server
Independent security audits of popular AI SDKs, agent frameworks, and MCP servers.
Aicpa Audit Data Api MCP Server
AICPA Audit Data API implementation with MCP server for AI integration (not from AICPA)
Allure Testops Mcp Python MCP Server
This MCP server provides a Python implementation for interacting with Allure TestOps API through the Model Context Protocol. It supports full CRUD operations for test cases, launches, and test plans, along with 56+ controller endpoints for comprehens
Angular Toolkit MCP
A Model Context Protocol server that provides Angular project analysis and refactoring capabilities, enabling LLMs to analyze component usage patterns, dependency structures, and perform safe refactoring with breaking change detection.
Anylogic MCP Server
MCP Server for AnyLogic Cloud simulation platform integration with AI assistants
Arclio Mcp Tooling MCP Server
MCP server for arclio mcp tooling
Astrovisor MCP Server
The AstroVisor MCP (Model Context Protocol) Server integrates our complete professional astrology API directly into Claude Desktop, giving you access to 50 specialized astrology tools through natural conversation.
Atlassian Agent MCP Server
Local agent with direct integration to the official Atlassian MCP server. Includes interactive UI
Auralis Google MCP Server
MCP server for Google Workspace - Gmail, Calendar, Drive, Docs, Sheets integration for Claude AI
Autodoc Mcpserver MCP Server
AutoDoc is an MCP server of type stdio that automatically analyzes Git commits and generates structured daily CSV reports.
Autonomous Research Agent MCP Server
🔍 Automate research tasks with the Autonomous Research Agent, utilizing intelligent queries and parallel searches to create concise, comprehensive reports.
Autospectra MCP Server
A powerful browser automation and testing server using the Model Context Protocol (MCP). Enables AI agents to control browsers, generate tests, and perform accessibility testing with cloud integration.
Babybuddy MCP Server
MCP Server for BabyBuddy (baby routine tracker to monitor sleep, feedings, etc) to integrate it with AI agents (Gemini, Claude, ChatGPT)
Basemcpserver MCP Server
A minimal containerized base for MCP servers using the MCP Python SDK
Billforward MCP Server
A Model Context Protocol (MCP) server for integrating Billforward's billing API with LLMs.
Bitbucketmcpservers MCP Server
C# + Bitbucket API + MCP
Bitpin MCP Server
This repository provides a comprehensive implementation of the Bitpin cryptocurrency exchange API through an MCP (Model Context Protocol) server.
Build Tools MCP Server
Collection of modular tools for Claude Code automation and MCP integrations - agents, servers, hooks and utilities for intelligent data processing and multi-system orchestration
C2Pa MCP Server
MCP server for reading C2PA Content Credentials from media using the CAI Rust SDK.
Calcmcp MCP Server
A versatile MCP Server providing advanced scientific calculator functions. Supports arithmetic, algebra, trigonometry, logarithms, exponentials, and statistical operations. Designed for reproducible workflows, automation-friendly integration, and sea
Canvas Ed MCP Server
MCP server for Canvas LMS and Ed Discussion integration
Cc Setup MCP Server
Add your preferred Claude Code plugins and MCP servers to any project in seconds
Chat Toolkit Rust MCP Server
High-performance AI agent built with Rust and Electron that integrates the Google Gemini API directly into Roblox Studio. It features a sleek, ChatGPT-style desktop interface allowing developers to control Studio environments using natural language.
Chatbot With Vector Store Memory Mcp Tools And Voice Mode MCP Server
A sophisticated AI-powered study companion chatbot that leverages advanced AI capabilities with vector store memory retention and Model Context Protocol (MCP) integration. This project combines modern technologies for both backend and frontend to del
Chatgpt Apps Edgeone Pages MCP Server
This repository is a minimal EdgeOne Pages project that shows how to build an MCP server compatible with the [OpenAI Apps SDK](https://developers.openai.com/apps-sdk) using edge functions
Chef Server MCP Server
An MCP server used to talk to Chef Server
Claude Agent Mcp Skills MCP Server
Production-ready MCP servers and skills for the Claude Agent SDK - 98.7% token reduction, 56k/year productivity savings
Claude Tg Windows MCP Server
Keep the Telegram MCP plugin alive on Windows — silent boot + zombie killer for Claude Code.
claude-to-agy
A lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Antigravity CLI - saving context window and tokens for what matters.
Claudemcp MCP Server
FastAPI DuckDB server for Claude MCP integration
Coder Toolbox MCP Server
A utility toolkit that enhances Claude's code interaction capabilities by providing seamless tools for Java code analysis, manipulation, and testing workflows.
Commerce Agent Sdk MCP Server
Norce Commerce Agent SDK: open-source backend + embeddable UI widget for building conversational shopping assistants on top of Norce Commerce via the Norce MCP Server. Includes an Agent BFF, tool integrations, and reference implementations to help pa
Copilot Taskmaster Extension MCP Server
A GitHub Copilot chat extension that integrates with the Taskmaster-AI MCP server.
Cortex Xsiam Sdk Mcp Tools MCP Server
Palo Alto Networks Cortex XSIAM Model Context Protocol for Software Development Kit
Cursor Cloud Agent MCP Server
Model Context Protocol server for Cursor Cloud Agents API - programmatically create, manage, and interact with AI-powered coding agents through MCP stdio transport. Integrate automated code generation, repository management, and agent workflows into
Dad Jokes MCP Server
A professional Model Context Protocol (MCP) server that brings the joy of dad jokes to your development workflow. Perfect for lightening the mood during code reviews, team meetings, or when you need a quick laugh break.
Db Mcp Server MCP Server
DB_MCP_Server 是一个强大的数据库连接和操作服务，通过 MCP (Model Context Protocol) 协议为 AI 应用提供数据库访问能力。项目采用响应式编程模型（WebFlux），支持多种主流数据库，为 AI Agent 提供安全、高效的数据库操作接口。
Debugger MCP Server
Cross-platform MCP Server for debuggers (WinDbg/LLDB) with multitenant support and hybrid architecture (MCP + HTTP API)
Debugmcpserver MCP Server
A debug MCP server
DeckForge
Executive-ready slides, one API call away. API-first AI presentation engine with 32 slide types, 24 chart types, 15 themes, finance vertical. PPTX + Google Slides. MCP server for AI agents. TypeScript SDK.
Dockerservermangergomcp MCP Server
dockerServerMangerGoMCP
Dotnet Entra Id MCP Server
A .NET starter for building secure MCP servers integrated with Microsoft Entra ID, tested with Claude AI.
Efatura MCP Server
MCP Server for Turkish GIB e-Fatura system integration
Eget Mcp MCP Server
A simple MCP server that integrates eGet web scraper with Claude for Desktop. This connector allows Claude to scrape web content through your local eGet API, enabling search, summarization, and analysis of websites directly in conversations.
Ei Agentic Claude MCP Server
This project demonstrates how a Claude agent can integrate with the Edge Impulse API using Postman collections and the MCP server, similar to the Notion API example. It features a TypeScript CLI that interacts with Edge Impulse endpoints, with genera
Es MCP Server
elasticsearch mcp server and client, supports es7 and es8, based on Model Context Protocol python sdk
Exa Direct MCP Server
Lightweight Python CLI for the Exa API (Search, Contents, Find Similar, Answer, Research, Context) with JSON-first output, SSE streaming, and model-aware polling. LLM‑agnostic: integrate with OpenAI Agents SDK/Codex CLI or Claude tool use by invoking
Exotelmcp MCP Server
A Model Context Protocol (MCP) server that provides seamless integration between Claude AI and Exotel's communication APIs for SMS and voice calling services, plus quick audio tools.
Experimental Ext Tool Annotations MCP Server
Repository for the Tool Annotations Interest Group
Figma Restoration Mcp Vue Tools MCP Server
Professional Figma Component Restoration Kit - Complete MCP tools with snapDOM-powered high-quality screenshots, intelligent shadow detection, and smart debugging for Vue component restoration
Fingerprint MCP Server
Official Fingerprint MCP Server
Finnhub MCP Server
A real-time financial data streaming server built with the official Model Context Protocol (MCP) C# SDK. Integrates with the FinnHub API and provides Server-Sent Events (SSE) and Standard Input/Output (STDIO) Transport to stream live financial data.
Flextoolsmcp MCP Server
MCP server for flextoolsmcp
Fluxindex MCP Server
Production-ready .NET 10 RAG library with hybrid vector + keyword search, multi-backend storage (SQLite, PostgreSQL, Neo4j, Qdrant), and MCP server integration.
Fro Wang Academic Tools MCP Server
MCP server for fro wang academic tools
Gemini Cli Docker Mcp Toolkit MCP Server
Using Gemini CLI, VS Code and Docker MCP Toolkit
Genai Mcp Build Custom Tools Python MCP Server
https://graphacademy.neo4j.com/courses/genai-mcp-build-custom-tools-python
German Legal MCP Server
MCP Server für deutsche Rechtsprechung - Durchsuchbare juristische Datenbank mit Claude Desktop Integration
Giteamcpserver MCP Server
Gitea MCP Server is an integration plugin designed to connect Gitea with Model Context Protocol (MCP) systems. This allows for seamless command execution and repository management through an MCP-compatible chat interface.
Github Mcp Server Devops MCP Server
An Agentic Model Context Protocol (MCP) server for real-time DevOps observability. Integrates as a GitHub App to analyze Actions, Deployments, and PR health, delivering visual 'State of the Org' reports directly through AI-native interfaces.
Go Garmin MCP Server
Go client library and CLI for the Garmin Connect API with MCP server for LLM integration
Go Mcp Server Financeiro MCP Server
Exemplo prático de construção de um MCP Server em Go, com registro dinâmico de ferramentas financeiras, consultas reais à API Alpha Vantage e exposição de metadados para agentes clientes. Projeto focado em modularidade, extensibilidade e padronização
Google Calendar Mcp Cloudflare MCP Server
Google Calendar MCP Server for Cloudflare Workers with Auth0 integration
Grafana Ai Agent MCP Server
This project demonstrates a proof of concept for building an AI agent using the Semantic Kernel Python SDK that interfaces with Grafana through a local MCP server.
Grigori MCP Server
Desktop app for managing coding context with MCP server integration for AI assistants
Hi-AI
A simple AI development tool that helps users interact with AI through natural language commands, offering 29 tools across thinking, memory, browser, code quality, planning, and time management capabilities.
Hologram Ai Agent MCP Server
A modular, multi-language AI agent built with NestJS for the Hologram + Verana ecosystem. Supports LLM integration (OpenAI, Ollama, Anthropic), RAG, MCP (Model Context Protocol) servers, verifiable credential authentication, and per-user tool configu
Hono Oauth MCP Server
Hono based mcp server template using oauth2 authentication and using Streamable HTTP, can be deployed to cloudflare, deno deploy and supabase
Hyper Mcp Hackernews Tool MCP Server
hacker news mcp plugin
Ibkr Tws MCP Server
A high-performance, robust MCP server providing a seamless AI integration layer for Interactive Brokers (IBKR) TWS & IB Gateway.
Infor Birst MCP Server
MCP server for Infor Birst analytics platform - 20+ tools for AI integration
Irods MCP Server
iRODS MCP Server
Iron Eye MCP Server
AI-powered air-to-surface EO/IR classification system using RGB-IR fusion for military object detection. Features YOLOv8 trained on 1500+ custom-annotated IR images of tanks, vehicles, and ships. Integrates with War Thunder via MCP server for real-ti
Javaconf MCP Server
🔌 MCP Server providing Java Conference data (CFP, dates, and more) using Spring Boot/AI by parsing GitHub Markdown.
Jshook Plugin Burp Mcp Sse Call Tool MCP Server
jshookmcp plugin bridge
Komari Mcp Server MCP Server
Komari MCP Server
Kotlin Cyrpto Price Spring Mcp Server Demo MCP Server
Kotlin Spring AI MCP server demo. Getting Cryptocurrency pricing from Binance
Kubectl Mcp Tools MCP Server
MCP server for kubectl mcp tools
Langgraph Graphiti MCP Server
A Chainlit chat application that integrates LangGraph with Graphiti MCP server for persistent memory across conversations.
Local Intelligence Mcp MCP Server
Cross-platform Swift-based MCP server providing comprehensive text processing, content analysis, and Apple ecosystem integration. Features 21 professional tools including PII redaction, summarization, intent analysis, Shortcuts execution, and Voice C
Local Repl MCP Server
A locally-running Python REPL server that integrates with Claude Desktop through the Model Context Protocol (MCP). This runs entirely on your local machine with no need for API keys or remote execution.
Maas MCP Server
MCP-MAAS: A Model Context Protocol server that enables AI assistants to interact with MAAS (Metal as a Service). Provides a standardized interface for machine management operations including listing, allocating, deploying, and controlling physical se
Manictime MCP Server
MCP server for read-only access to local ManicTime activity data. Independent integration — not affiliated with or endorsed by ManicTime or Finkit.
Marketplaces Mcp Servers MCP Server
MCP servers for Ozon, Wildberries and Yandex Market integration in OpenClaw projects.
Maxential Thinking Mcp MCP Server
Branch-enabled sequential thinking MCP server. Enables exploring multiple solution paths in parallel, integrate findings, survive compaction.
Mcp Abc User Feedback MCP Server
MCP server that integrates ABC User Feedback API to connect an AI Agent
Mcp Agent Sandbox MCP Server
A hands-on starter project to build and test local tools using the Model Context Protocol (MCP) with Python, LangChain, and Claude. Includes a complete guide to setting up an MCP server-client architecture and integrating LLMs for real-world use case
Mcp Arangodb Async MCP Server
Async MCP server for ArangoDB: Fast and scalable graph database integration with modern asynchronous capabilities.
Mcp Az Storage Svc Sample MCP Server
This repository implements an MCP (Model Context Protocol) server that exposes various functionalities on an Azure Blob Storage account. It is based on the MCP SDK from Anthropic, which can be found at: https://github.com/modelcontextprotocol/python-
Mcp Capi MCP Server
MCP server for Cluster API (CAPI) - Model Context Protocol integration for managing Kubernetes clusters through CAPI
MCP Character Tools
The last thing you need for your LLM to work with individual characters or count the number of r's in a word. This is an MCP server providing 14+ comprehensive (and pretty) character and text analysis tools to help LLMs work with individual character
MCP Civil Tools
A Python-based MCP server that provides coordinate conversion between latitude/longitude and UTM/TWD97, along with various civil engineering calculation tools for LLM and AI application integration.
Mcp Client Demo MCP Server
Use the Pearl expert MCP server with the OpenAI Agent SDK
Mcp Coded Tools MCP Server
Generate discoverable code from MCP servers for AI agent tool usage.
MCP Excel Server
MCP Excel Server — A Python-based Model Context Protocol (MCP) server using openpyxl to enable LLMs and agents to interact with Excel files: create workbooks, read/write sheets and cell ranges, apply formulas, take screenshots (Windows), and more. Fe
Mcp Financial Services MCP Server
Open-source MCP server and SDK for financial services comparison. Official implementation of standardized schemas for loans, banking, credit cards, and insurance - the infrastructure layer for AI financial assistants.
Mcp Ha Connect MCP Server
Smart home MCP server for Home Assistant plus Local AI integration
MCP Handoff Server
Facilitates seamless collaboration between AI agents by providing tools for structured task handoffs, progress tracking, and documentation management. It allows agents to create, update, and archive handoff documents to ensure continuity across compl
mcp-helper-tools
Fork of @cyanheads toolkit MCP server. Added encoding functions, removed system network functions.
Mcp List Tools MCP Server
A simplified command-line tool to list available tools, resources, and prompts from MCP servers
Mcp Newsapi MCP Server
An MCP server exposing News API endpoints for searching and retrieving news articles. Provides reliable, easy-to-use tools for integrating news data into applications and workflows, with robust error handling and secure API key management.
Mcp Pokemon MCP Server
Educational MCP Server integrating PokéAPI - FastMCP implementation
Mcp Reasoning Tools MCP Server
🧠 Tool-Augmented Reasoning MCP Server - Computational verification tools that achieved 58.3% on BIG-Bench Hard evaluation (+29.7pp improvement)
Mcp Rust Analyzer MCP Server
MCP server for Rust language intelligence via rust-analyzer integration
Mcp Search MCP Server
An intelligent MCP (Model Context Protocol) server that helps you discover and research MCP servers using the powerful Exa AI search engine. Built with FastMCP for seamless integration with AI assistants like Claude, Cursor, and more.
MCP Standards
A comprehensive Model Context Protocol (MCP) server that provides intelligent NIST 800-53r5 compliance checking, automated code analysis, and standards enforcement for modern development workflows. Built using the official MCP Python SDK with real st
Mcp Swagger MCP Server
A Model Context Protocol (MCP) server that converts Swagger/OpenAPI specifications into MCP tools.
Mcp Tarot Tool MCP Server
Tarot card readings for creative inspiration - MCP tool
Mcp Toolchain Security Gk MCP Server
A multi‑agent security copilot that inventories MCP servers/tools, correlates them with vulnerability intelligence, and tests for prompt‑injection/tool‑misuse paths—producing an auditable “agentic attack surface report”
Mcp Vue Tools MCP Server
MCP server for mcp vue tools
Mcp Warpcast MCP Server
MCP Server for Warpcast integration
Mcp Workshop Net MCP Server
Hands-on .NET 8 workshop for building Model Context Protocol (MCP) servers and clients. Learn to create AI tools that connect language models to external services like Azure DevOps, with examples for OpenAI, Ollama, and VS Code integration.
Mcp2 Dhcp MCP Server
A DHCP / DNS / PXE / iPXE server driven by MCP 2.0 server metadata (from Dimension Data CloudControl)
Mcpbuilder Ai MCP Server
mcpbuilder-ai is the SDK for building MCP-powered AI assistants: connect to MCP deployments, stream chat responses, handle tool consents and manage secure MCP-Server authentication - plus practical integration examples for web, CLI and service backen
Mcpe Toolbox For Ios MCP Server
The first free non-jailbreak mod menu hack client for Minecraft on iOS devices ported to Shortcuts.
Mcpfileserver MCP Server
A secure, sandboxed file‑server that exposes controlled filesystem operations through the Model Control Protocol (MCP)—perfectly suited for integration with LM STUDIO.
Mcpserver Security Orchestrator MCP Server
mcpserver-security-orchestrator: Intelligent entry point to MCP security workflows. Coordinates discovery, audit, building, and deployment across open ecosystem including third party tools and services. Teaches or executes based on user preference. P
MCPServer
A setup guide for running a Model Completion Protocol (MCP) server in Windows Subsystem for Linux, enabling Claude AI integration with local Python code.
Medcp MCP Server
An MCP server that integrates electronic health record databases and a large-scale heterogeneous knowledge graph for rapid clinical record query and fast biomedical knowledge inference.
Meetup Workshop MCP Server
Step-by-step MCP workshop: Connect LMStudio to Obsidian, DeutscheBahn & Blender. Learn to build custom fastmcp servers with example scripts including a dummy webapp integration. Complete guide from setup to advanced implementations.
Memos N8N Vectorsearch MCP Server
Integration of Memos with n8n – full note management, MCP server, and vector database search.
Mesen MCP Server
Mesen2 fork with native MCP server integration
Microcks MCP Server
MCP Server for interacting with a Microcks instance from an Agent/MCP Client.
Minecraftservermcp MCP Server
A bundled MCP server delivered as a Spigot plugin for Minecraft servers.
Modelcontextprotocol Aspnetcore MCP Server
MCP C# SDK 的 ASP.NET Core 扩展 （net6.0版本）
Modelcontextprotocol Webapi MCP Server
ASP.NET Core WebAPI tabanlı Model Context Protocol (MCP) ile Tool oluşturma
Mongodb Mcp Bridge MCP Server
A powerful Model Context Protocol (MCP) server implementation for MongoDB integration
Muc MCP Server
MCP Server for MUC Public Transport
Multi Agent Marketing Workflow Using Google Adk Gemini And Mcp Tools MCP Server
Multi-Agent Marketing Workflow using Google ADK, Gemini, and MCP Tools
MusicMCP.AI
Enables AI-powered music generation through natural language commands, supporting both inspiration mode (AI-generated lyrics and style) and custom mode (user-provided lyrics and parameters) to create songs with direct download links.
N8N Mcp Agent Toolkit MCP Server
Toolkit for enhancing AI agent workflow support in n8n-MCP
Netsuite Mcp Custom Tool MCP Server
Exploring and experimenting with NetSuite AI Connector without Claude AI and testing new SuiteScript Type, Custom Tool, with the MCP Server
Nexya2A MCP Server
This repository provides a robust MCP (Model Context Protocol), A2A server, enabling advanced file operations, repository management, and search. It features modular integrations for token analytics and social sentiment analysis, making it ideal for
No Comments MCP Server
NoComments is a Ruby gem designed to clean up .rb files by removing unnecessary comments, leaving your code clean and ready for deployment.
Ocm Sdk MCP Server
OCM SDK & AI MCP Server Implementation for EV Charging Open Charge Map API
Oh My MCP Server
⚡ Fast and simple MCP server implementation in pure Python. Plug-and-play setup, extensible design, ideal for AI developers and integration projects. ⚡ 快速且简单的纯 Python 实现 MCP 服务器。即插即用的配置，可扩展设计，非常适合 AI 开发者和集成项目。
OKX-DEX-SDK MCP SSE Server
This repository provides an example implementation of an SSE (Server-Sent Events)-based MCP server built entirely on top of the @okx-dex/okx-dex-sdk library. It enables seamless DEX trading on Solana and cross-chain bridge operations.
Openehr Assistant Plugin MCP Server
openEHR assistant AI plugin suite with Skills, commands, and MCP server configuration for clinical workflow integration
Openfunctions MCP Server
Lightweight TypeScript framework for building agentic tools.
Pa Agent MCP Server
A modular personal assistant built with LangGraph, featuring RAG over any document type, live data via an MCP server (25+ endpoints), long and short-term memory (Postgres & Redis), and rich tool integrations.
Photoshopmcpserver MCP Server
MCP server for controlling Adobe Photoshop via Windows COM automation
Plugin Examples MCP Server
🚀 Production-ready WebAssembly plugin examples for the Noorle platform - showcasing HTTP APIs, WASI 2.0, and the Component Model across Rust, Go, Python, JavaScript, and TypeScript
Protools Sdk MCP Server
a generated mcp server for using the protools sdk - WIP
Pspixel MCP Server
Professional pixel art editor built with Qt6/C++. Layers, symmetry, selection tools, customizable shortcuts, and MCP server for AI integration.
Pulse Tm MCP Server
(WIP) Pulse is a simple terminal-based task manager as a CLI, a TUI, and an MCP server to integrate seamlessly with AI agents.
Pymcp Sse MCP Server
Asynchronous Python library for building Model Context Protocol (MCP) servers and clients over HTTP/SSE, ideal for AI agents, tool integrations, and chatbot ecosystems.
Qualis MCP Server
Este projeto é uma aplicação em C# com .NET 9.0, containerizada com Docker. Ele inclui um servidor ('QualisMcpServer') que processa dados de classificações de conferências acadêmicas (Qualis) e um cliente ('QualisMcpClient') para interação via Docker
Rdf MCP Server
MCP server to query RDF datastores
Renovation Agent Adk Mcp Toolbox MCP Server
This is the Multi-agent Renovation Application we built earlier using ADK but modified to include a new tool using MCP Toolbox for Databases. This is so we can create a controlplane to abstract database management activities from your agentic applica
Repo Explorer MCP Server
MCP server for efficient Git repository exploration with advanced caching. Search code patterns across multiple repositories, manage reference codebases, and analyze patterns with 95%+ performance improvements. Integrates with Claude AI via desktop
Revenuecat MCP Server
MCP server exposing complete RevenueCat v2 REST API for IDE integration with AI agents
Robotmcp Server MCP Server
A modular Model Context Protocol (MCP) server with automatic submodule integration, OAuth 2.1 authentication, Supabase user management, and Cloudflare tunnel support.
Rube Mcp Vercel MCP Server
🚀 Rube MCP Server for Trae.ai - Connect to Composio's 500+ app integrations via MCP protocol. Deploy to Vercel in 1 click!
Rust Mcp Utils MCP Server
Extensions to the rust-mcp-sdk crate to build MCP servers in Rust easily
Sdk To MCP Server
ROSClaw SDK-to-MCP Skill | Convert hardware SDKs, ROS/ROS2 interfaces & protocol docs into standardized MCP Servers, enabling AI to control physical robots via natural language.
Sdp Mcp MCP Server
Service Desk Plus MCP Server - Model Context Protocol integration for AI assistants
Securing Mcp Servers MCP Server
Support for MCP Servers talk
Serpstat Mcp Server Java MCP Server
MCP server to use with Serpstat Public API
Simple Mcp Sample MCP Server
This repository demonstrates how to set up and implement basic MCP server that integrates with Claude Desktop.
Simple Vertx MCP Server
Simple MCP Server Implemented in Vertx
Skyfi Mcp MCP Server
Enterprise-grade MCP server for SkyFi satellite imagery platform - secure ordering, archive search, and tasking workflows with multi-service authentication, mandatory pricing confirmation, and comprehensive API integration.
Spring Ai Dify MCP Server
通过Spring AI将Dify工作流配置为MCP Server的实现
Spring Mcp Server Example MCP Server
Spring AI MCP 서버 예제입니다.
Springboot MCP Server
SpringBoot RestFul接口改造为MCP智能服务基础框架-服务端
SQL-Transpiler MCP Tool
SQL-Transpiler is an MCP tool designed to transpile SQL queries between different dialects using the sqlglot library. This project leverages sqlglot to enable seamless SQL code conversion, making it ideal for integration with intelligent agents and a
Stamplc Mcp Server Io MCP Server
M5 StamPLC MCP Server Integration w/ n8n Agentic AI workflow
Strapi Plugin Ai Sdk MCP Server
Strapi v5 plugin with AI chat, MCP server, TTS, and 3D avatar — powered by Vercel AI SDK and Anthropic Claude
Strawbery MCP Server
An MCP server for counting the number of R's in Strawberry and more.
Superindex MCP Server
SuperIndex MCP is a MCP server that enables AI coding agents to retrieve latest API/SDK context for reliable code generation. Powered by Team Sampleapp.ai.
Swaggbot MCP Server
SwaggBot is an open-source, self-hosted tool that transforms Swagger/OpenAPI documentation into conversational interfaces. Built with Next.js, it provides both a web UI and MCP (Model Context Protocol) server for seamless integration with local AI as
swagger-mcp-tool
A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documentation from local files or remote URLs. It enables users to search for APIs, retrieve detailed endpoint definitions, and fetch schemas to facilitate code generation and API
Syslab MCP Server
Syslab MCP Server
tanstack-start-devtools
Local development bridge between TanStack Devtools and MCP-capable coding agents.
Teklamcpserver MCP Server
MCP Server for Tekla Structures integration
Test Remote MCP Server
A test mcp server , you can connect this mcp to claude-desktop using this link below:
Test Tableau MCP Server
a quick POC to expose Tableau VDS endpoints through an MCP server and integrate them with Claude Desktop client
Thousands Of Tools MCP Server
MCP server for thousands of tools
Tidio MCP Server
MCP server that integrates with the Tidio customer service platform
Toolhive Doc MCP Server
Toolhive Doc MCP Server
Toolpipe MCP Server
MCP server with 55+ developer utility APIs: JSON, QR, hash, UUID, DNS, WHOIS, code review, fake data, Dockerfile gen, regex, JWT, SQL, SEO analysis. Works with Claude, Cursor, VS Code, Windsurf.
Tpapi MCP Server
ThemeParks.wiki API MCP Server
Ts Mcp Starter Kit MCP Server
A fully functional starter template for building Model Context Protocol (MCP) servers with TypeScript, supporting both HTTP/SSE and stdio transports for seamless integration with AI applications.
Unity Mcp Custom Tools Tutorial MCP Server
How to extend Unity's official MCP with your own custom MCP tools.
Unity Mcp Tools Essential MCP Server
MCP server for unity mcp tools essential
Universal Public Data MCP Server
Universal Public Data MCP Server with real API integrations for financial, government, scientific, news, geographic, and technology data
Vectorworks MCP Server
MCP server for Vectorworks — Control Vectorworks from Claude via SDK plugin + Unix Socket. World's first Vectorworks MCP.
Verge News MCP Server
Model Context Protocol server that brings The Verge's RSS feed to Claude Desktop. Fetch daily or weekly tech news, search articles by keyword, and get random news selections from the past week. Integrates seamlessly with Claude for Desktop's MCP fram
VirtualSMS MCP Server
📇 ☁️ - Receive SMS verification codes with AI agents. Get virtual phone numbers for WhatsApp,
Weather Agent MCP Server
A vibe coded weather agent application utilizing ArcGIS MAp SDK for JavaScript - AI components (beta) along with weather mcp server
Webmcp Course MCP Server
WebMCP course examples
Websearchmcpserver MCP Server
I've used the MCP SDK for C# and .NET to build a Copilot Studio compatible MCP server that leverages Google search.
YouTube Ultimate Toolkit MCP
A comprehensive MCP server that provides Claude AI with full access to YouTube content, including searchable transcripts, metadata, comments, and playlists. It uniquely supports capturing video screenshots and extracting audio clips for analysis acro
Zed Mysql MCP Server
A zed MySQL MCP integration using benborla29/mcp-server-mysql
Zomato Mcp Demo MCP Server
Official guide and demo for integrating Zomato MCP Server with Claude Desktop — learn how to connect, configure, and experience real-time restaurant discovery, menu browsing, and food ordering through AI.
Zora MCP Server
AI-driven Model Context Protocol (MCP) server for the Zora Protocol. Integrates Coinbase AgentKit and Zora’s SDK to let Claude Desktop (and other MCP clients) query tokens, track markets, and execute trades on Base/Zora — all through natural language
100 Tool Mcp Server Json Example MCP Server
My last working mcp-server Claude app JSON
5E Tools MCP Server
MCP server for 5e tools
Academic Research Mcp Suite MCP Server
Six MCP servers that automate the full academic research pipeline — from refining a vague research question to generating a publication-ready report. Each server handles a distinct stage of the workflow: question development, data processing, code ge
Acs Email MCP Server
C# (.NET) MCP Server that allows sending emails using Azure Communication Services.
Actions MCP Server
GitHub Actions relevant to the management of MCP repositories.
Activemq MCP Server
MCP Server for interacting with ActiveMQ
Adk Mcp A2A Patterns MCP Server
Examples of ADK agents integrating with MCP servers
Agent Bazaar
Per-call billing and metering proxy for MCP tool servers. Providers set pricing via the open MCP Billing Spec (MIT), consumers pay through Stripe Connect with signed receipts and SLA monitoring.
Agent Interface Protocol MCP Server
Zero-infrastructure multi-agent orchestration via tmux + filesystem. 11 CLI backends, one MCP server, zero dependencies beyond the MCP SDK.
Agent365 MCP Server
MCP server for Microsoft 365 integration with AI coding assistants
Ai Img Tools Mcp MCP Server
MCP server for ai img tools mcp
Ai Spring MCP Server
Projeto de estudo que implementa um MCP Server com Spring AI, permitindo criar ferramentas personalizadas que interagem com LLMs por meio do protocolo MCP.
Ai Tradingbot MCP Server
You can now place orders with a simple text command. This project uses the features of MCP servers to expose the Zerodha SDK and enables Claude to place orders.
Aifoundryagent Mcp Tools MCP Server
MCP server for aifoundryagent mcp tools
Amazon Affiliate Tool MCP Server
MCP server for amazon affiliate tool
Annas Archive Toolchain MCP Server
MCP Server and CLI toolchain for Anna's Archive
Anton MCP Server
Node.js SDK, CLI, MCP server and Agent Skill for the anton.app learning platform
Arma Reforger Tools Mcp MCP Server
MCP server for arma reforger tools mcp
Auditor MCP Server
An MCP server for Netwrix Auditor.
Batchdata Mcp Demo MCP Server
A reference implementation demonstrating secure server-side integration with the BatchData MCP Server using the Vercel AI SDK.
Beminithiya MCP Server
Beminithiya is a disaster management application with a React frontend, FastAPI backend, Appwrite integration, third-party API & MCP Server support.
Bird MCP Server
Bird MCP server with Todoist and Anki integration
BrowserTools MCP
A browser monitoring and interaction tool that enables AI applications to capture and analyze browser data through a Chrome extension, supporting functions like console monitoring, screenshots, DOM analysis, and website auditing.
Chat Bridger Backend MCP Server
Actors - a multi-agent AI system enabling client-side tool execution through callback mechanisms. Built with FastAPI and OpenAI's Agents SDK, it features intelligent agent orchestration, real-time streaming, MCP server integration, and Supabase auth/
Chungoid MCP Server
it built itself
Clarifai Mcp Server Local MCP Server
Local MCP server for clarifai.com
Claude Agent Sdk Skill MCP Server
Claude Code skill for building apps with the Claude Agent SDK — query options, hooks, MCP servers, multi-turn, streaming, permissions, structured output, sessions
Claude Agent MCP Server
⚡ Enable real-time communication with Claude using this WebSocket server, designed for easy deployment and integration with the Claude Agent SDK.
Claw Network MCP Server
ClawNetwork: AI Agent Blockchain - Rust node, TS SDK, MCP server
Clerk MCP Server
Enables AI assistants to query and manage Clerk organizations, users, members, and metadata via the Model Context Protocol. It supports both hosted and per-request secret key modes for flexible integration with various AI environments.
Clix MCP Server
Clix MCP Server enables AI agents to provide real-time, trusted Clix documentation and SDK code examples for seamless integrations.
Codecomfy Vscode MCP Server
Generate images and videos with ComfyUI directly from VS Code
Codetoolsmcp MCP Server
A Model Context Protocol (MCP) server that provides AI agents with powerful file system tools including ripgrep-based search, glob pattern matching, and file read/write/edit capabilities
Codex Tools MCP Server
A minimal MCP server that exposes the update_plan and apply_patch tools used by the Codex GPT models. It lets developers integrate these tools inside any MCP-aware client without running the Codex CLI.
Copilot Retrieval Api MCP Server
MCP Server to access CoPilot Retrieval API
Copilotstudiomcpfix MCP Server
This code fixes a bug in Python SDK Server. While i hope the PythonSDK will be fixed soon, this code is a sticky plaster for editing the Request and Response model of a Custom Connector for MCP servers.
Creative Context MCP Server
Your saved Pinterest pins, searchable by Claude.
Cronmcp MCP Server
cronmcp is an open-source cron scheduler stdio MCP server built on top of cron, commander, and @modelcontextprotocol/sdk.
Cursor Flow MCP Server
📹 Record and enhance app demos on macOS with Cursor Flow, featuring smart zoom, cursor improvements, and clean MP4 exports for easy sharing.
Cybercage N8N Mcp Tool MCP Server
MCP server for cybercage n8n mcp tool
D Tools Mcp Server MCP Server
Production-ready MCP server connecting AI assistants to D-Tools System Integrator (SI). 25 tools for project management, client records, product catalog, tasks, service orders, purchase orders, and health monitoring — with Zod validation, rate limiti
Db Tool MCP Server
MCP server for executing SQL queries with sandboxed Perl code filtering (Safe module)
Dflow MCP Server
📊 Access Kalshi prediction market data effortlessly with DFlow MCP, featuring tools for events, trades, and real-time analytics.
Dify Plugin Tools Mcp Config During Use V2 MCP Server
MCP server for dify plugin tools mcp config during use v2
Difymcp Strandsagent Demo MCP Server
将dify工作流作为mcp接入stands agent，构建一个患者接收分诊agent。基于Strands Web UI开发，使用Python MCP SDK 实现 Dify workflow mcp server
DIMO MCP Server
Enables AI assistants to access vehicle data from the DIMO Network, including querying telemetry, executing vehicle commands (lock/unlock, charging), decoding VINs, minting vehicle NFTs, and creating verifiable credentials.
Dockermcpserver MCP Server
A Docker MCP Server built using the ModelContextProtocol NuGet package
Dynamic Tool MCP Server
A basic MCP server using the SSE transport that can be used to test dynamic tool creation/management
Emqx Plugin Mcp Tools MCP Server
An EMQX plugin that provide some MCP tools for health checking and problem analysis
Equity Traders MCP Server
Equity-Traders is an AI-powered trading assistant built using MCP servers and the OpenAI SDK. It simulates intelligent equity trading workflows, enabling market analysis, trade execution logic, and decision-making support for financial strategies.
Espocrm MCP Server
MCP Server for the EspoCrm system. Full stack - includes mcp proxy.
Fastmcp Template MCP Server
FastMCP server template with mcp-refcache integration and Langfuse tracing
Fivetran Mcp Toolkit MCP Server
MCP server for natural language control of Fivetran data pipelines via Claude Desktop. Built on the Fivetran REST API with 25+ tools.
Fluent Copilot MCP Server
Complete ANSYS Fluent + GitHub Copilot + MCP Server Integration Solution
Functionsmcptool MCP Server
MCP server for functionsmcptool
Garminmcp MCP Server
Unofficial local-first Garmin Connect MCP server for AI health, sleep, recovery and activity agents.
Gemini For Wp Free MCP Server
A Beta for AI CLI tools integration for WordPress + Deep MCP Integration via the AI Engine Plugin
Gemini Mcp Tool Patched MCP Server
MCP server for gemini mcp tool patched
Gemini Mcp Tools MCP Server
MCP server for gemini mcp tools
Genkitkraft MCP Server
(WIP) Self-hostable platform for configuring and running LLM agents. Built on Google Genkit (Go SDK). Configure providers, create agents with custom instructions, connect MCP tool servers, and expose everything through an OpenAI-compatible API.
Ghcp Cli Sdk Pr Automation MCP Server
Showcases a scenario where Github Copilot CLI SDK could be used in an agentic scenario, complete with RAG (Vector Search, MCP Server Integration)
Github App MCP Server
自动上传GitHub
Go Mcp Server Example MCP Server
OAuth-Protected MCP Server Example (Go)
Gotron MCP Server
MCP server for TRON blockchain — connect AI agents to TRX, TRC20, smart contracts, staking & governance via GoTRON SDK
Headless Apex Mcp Tool MCP Server
MCP server for headless apex mcp tool
Healthgeminimcp Server MCP Server
HealthGeminiMcp.Server
Heavymcp Toolsets MCP Server
A repository of Model Context Protocol-compatible tools featuring long response delay.
Htb MCP Server
Model Context Protocol integration for HackTheBox API access and CTF management
Indonesia Civic Stack MCP Server
🇮🇩 Production-ready Python SDK + MCP server for 14 Indonesian government data sources — halal certs, company registry, procurement, budget, legal docs & more. 46 AI-agent tools.
Insight Link Pro MCP Server
Hallucination Killer — MCP server that grounds LLM answers in live repo context and real-time docs
Intellij Server MCP Server
MCP server for intellij server
Java Mcp Client MCP Server
This repository contains a minimalist example of setting up MCP with Spring AI:- an MCP server that exposes 'tools' via SSE/WebMVC- an MCP client.
Java Mcp Server For Smtp Mailing MCP Server
A Model Context Protocol (MCP) server (using java sdk 0.11.0) that provides email sending capabilities through SMTP integration. This server acts as a bridge between MCP-compatible AI assistants (like Claude Desktop) and email services.
Java Stdio MCP Server
Agent Skill to develop STDIO MCP servers in Java, using LangChain4j for the MCP framework, and JBang for running the server
Js MCP Server
JavaScript MCP Server Component with WASM SDK for easy integration and deployment.
Kagi Rs MCP Server
Rust SDK and MCP server for Kagi search and summarization in apps and AI agents.
Kognitivekompanion MCP Server
KDE AI Interface and MCP Server Integration
Kuadrant MCP Server
MCP server with tools for interacting with Kuadrant resources
Langchain Tool To Mcp Adapter MCP Server
MCP server for langchain tool to mcp adapter
Lazy Toggl MCP Server
A lazy Toggl MCP server for time tracking integration
Lc MCP Server
LimaCharlie MCP Server for AI Agents
Lean Tools MCP Server
MCP server for lean tools
Lettasearch Mcp Tool MCP Server
A system designed to enhance Letta agents with dynamic tool management capabilities. It allows agents to search for, attach, and detach tools based on natural language queries.
Lgp Mcp Servers MCP Server
Go monorepo for Logiphys MCP servers (Autotask, IT Glue, Datto RMM, RocketCyber)
Liberty MCP Server
Demo of Liberty serving as an MCP Server
Litagatoro MCP Server
️ Litagatoro: The Premium Human-in-the-Loop Voice Oracle for AI Agents. Enables AI to hire real humans for voice tasks (verifications, acting, identity checks) on the Polygon network. Includes a Python SDK and MCP server for seamless integration with
Litellm Mcp Server MCP Server
MCP Server for LiteLLM API integration
LNR-server-01-input-data-processing
This server is to precess files for LNR.
Local Documents MCP Server
A Model Context Protocol server that allows AI assistants to discover, load, and process local documents on Windows systems, with support for multiple file formats and OCR capabilities for scanned PDFs.
Logit MCP Server
A terminal-first Jira Tempo logger with MCP support for Claude, Codex, and OpenCode: log time, preview entries, and check stats fast.
mcp-server-logs-sieve
An MCP server that connects Claude (or any MCP compatible client) to your existing log infrastructure. Query, summarize, and trace logs in plain English across GCP Cloud Logging, AWS CloudWatch, Azure Log Analytics, Grafana Loki, and Elasticsearch wi
Make Automation Toolkit MCP Server
A professional Python SDK and reference guide for deploying, managing, and orchestrating Make.com automations via the REST API and MCP Server.
Manticore MCP Server
Manticore Search MCP Server
Mcp Better Thinking MCP Server
MCP server for mcp better thinking
Mcp Claude Code Browser Tools MCP Server
An browser-tools mcp server for claude code
MCP CMF Tools
MCP server for Chilean financial regulation, providing economic indicators (UF, dollar, euro, UTM) and fraud alerts from CMF and mindicador.cl.
Mcp Coding Server Demo App MCP Server
Esperimento di sviluppo Java EE automatizzato con Claude + MCP
mcp_command-line_tool
mcp\\_command-line\\_tool
Mcp Configuration Tool MCP Server
可视化管理你的 Model Context Protocol 服务器,MCP 配置工具
Mcp Dev Tools MCP Server
MCP Server com utilidades para desenvolvedores
MCP Firecrawl Server
A server that provides tools to scrape websites and extract structured data from them using Firecrawl's APIs, supporting both basic website scraping in multiple formats and custom schema-based data extraction.
MCP Hub Tools
An MCP server that allows searching for and retrieving information about Model Context Protocol servers registered on the MCP Hub.
MCP Job Toolkit
An MCP server that enables searching for jobs across Australian platforms (Seek and LinkedIn) from Claude or any MCP-compatible client, with filters for location, salary, employment type, and more.
mcp-json-tools
An MCP server that provides tools for JSON validation, diffing, and transformation operations such as flattening and renaming. It also enables data format conversion between JSON, CSV, and YAML to streamline data processing for AI agents.
Mcp Kotlin Minimal Client Server Sample MCP Server
MCP server for mcp kotlin minimal client server sample
Mcp Lab Tools MCP Server
Mirantis MCP Virtual Lab Provisioning Tools
Mcp Model Context Protocol Projects MCP Server
Model Context Protocol integrations
Mcp Mqtt Erl MCP Server
MCP Erlang SDK for both MCP servers and clients
Mcp Multi Tool Agent MCP Server
A conversational AI agent built with LangGraph and Ollama that dynamically routes queries to multiple Model Context Protocol (MCP) servers, including Context7 and the Met Museum.
Mcp Occams Razor MCP Server
MCP server for mcp occams razor
Mcp Parasut MCP Server
unofficial Paraşüt SDK and MCP server — Turkish accounting, invoices, e-fatura
Mcp Production Toolkit MCP Server
MCP server for mcp production toolkit
Mcp Prompt Toolkit MCP Server
Visor HTML conectado a una lista de SharePoint que se actualiza automáticamente. Transforma datos crudos en un panel visual e interactivo.
Mcp Research Toolkit MCP Server
MCP server for mcp research toolkit
Mcp Safer MCP Server
MCP AI Agent 위험관리 점검 도구
Mcp Security 101 MCP Server
The Model Context Protocol (MCP) represents a significant advancement in AI system integration, but with it comes a new landscape of security challenges. This repository provides a comprehensive guide to understanding, detecting, and preventing criti
Mcp Semclone MCP Server
mcp-semclone - Model Context Protocol Server for SEMCL.ONE
Mcp Server Api Tools MCP Server
This is initially for demo purpose for showing MCP server capabilities.
MCP Server Police UK
Provides access to the police.uk API with 21 tools to query UK crime data, police forces, neighbourhoods, and stop-and-search incidents. Enables retrieval of street-level crimes, force details, neighbourhood teams, and policing priorities across Engl
Mcp Server Tool Calling Langchain MCP Server
MCP with langchain
MCP Servers Search
Enables discovery and querying of available MCP servers from the official repository. Supports searching by name, description, features, categories, and provides random server suggestions for exploration.
Mcp Shell Tools MCP Server
MCP server for mcp shell tools
MCP Snowflake Server NSP
MCP Snowflake Server NSP - A Snowflake MCP server — SQL queries, schema exploration, and data insights for AI assistants
Mcp Stateful Tool Java MCP Server
MCP server for mcp stateful tool java
Mcp Time Travel MCP Server
Record and replay MCP agent sessions with a transparent proxy to debug tool calls deterministically and step through failures interactively.
Mcp Tool Test MCP Server
MCP server for mcp tool test
Mcp Toolbox For Google Workspace MCP Server
MCP Toolbox for Google Workspace is a collection of open sourced MCP servers for Google Workspace services such as Drive, Calendar, and more
Mcp Toolgen MCP Server
A library to auto‑generate MCP tools specifications from GraphQL introspection or protocol‑buffer descriptor sets.
Mcp Toolkit Gleam MCP Server
MCP server for mcp toolkit gleam
Mcp Tools Cli MCP Server
command-line client for interacting with Model Context Protocol (MCP) servers.
Mcp Tools For Vr Builder MCP Server
MCP Tools for VR Builder to be used with 3rd party Unity MCP servers
Mcp Tools Guide MCP Server
Guide for setting up and configuring Model Context Protocol (MCP) tools
Mcp Tools Resources Prompts MCP Server
readme file
Mcp Twake Dav MCP Server
MCP server for Twake.ai : integrate your sovereign Digital Workplace with any MCP compatible AI assistant
Mcp Ui Color Palette MCP Server
A Model Context Protocol (MCP) server built on Cloudflare Workers using the Agents SDK (McpAgent + Durable Objects) that exposes the UI Color Palette API as tools for AI agents and LLMs.
Mcp Wordpress MCP Server
A VS Code extension implementing MCP server for WordPress integration
Mcp Workshop MCP Server
A small Kotlin/JVM workshop project for learning how to build: MCP servers over stdio an MCP client that launches and connects to a local server process an agent loop that lets Gemini discover MCP tools and call them dynamically simple data integrati
MCP Wyze Server
Enables control and monitoring of Wyze smart home devices through AI assistants. Supports device discovery, control (on/off, brightness, color), group management, and health tracking for scales with real-time status monitoring.
Mcpclientserverdemo MCP Server
A simple MCP Server & Client example with mcp.json config
Mcpe Development Tools MCP Server
Some useful files that can help with development of minecraft bedrock clients.
Mcpe World Prune Tool MCP Server
Thisis a world pruner for MPCE, Use at your own risk, only use on back ups as this may cause damage to the world if you are not careful
Mcphost MCP Server
MCP server for ollama, openai, and anthropic bridging
Mcpixelpicturetool MCP Server
一个基于Lab色彩空间的高质量Minecraft像素画生成工具，支持上百种游戏内方块。
mcpManager
A desktop app and local MCP gateway that centralizes management of Claude/Codex configurations and provides unified access to Daytona sandbox and Tailscale networking operations through a single proxy entry point.
Mcposhtools MCP Server
Collection of handy PowerShell cmdlets
Mcpserver In Docker MCP Server
MCP server with Azure Function app running inside docker container, exposing two tools for LLM use.
Mcpserver Operator MCP Server
MCP Operations Expert - Teaches users how to securely deploy and operate MCP servers through guided operational security education. Provides practical deployment guidance while building user expertise in operational security and risk management. Part
Mcpservermanager MCP Server
Avalonia desktop app for tracking and inspecting request/session logs with AI assistant
Mcpstack Tool Builder MCP Server
[Template] To Create MCPStack MCP Tools in ~5 command lines!
Mcpui Go MCP Server
Go SDK for the MCP-UI protocol - enables MCP servers to return interactive UI resources
Mcu MCP Server
MCPServer which uses Google's Material Color Utilities library to generate a core palette color scheme based on a provided seed color.
Meta Spatial Samples MCP Server
An MCP server build using Meta Spatial SDK Samples
Method Crm MCP Server
Production-ready Model Context Protocol (MCP) server for Method CRM API integration. Enables LLMs to interact with Method CRM through 20 comprehensive tools.
Microsoft Graph Mcp MCP Server
Microsoft Graph MCP Server - Using Microsoft Python Graph SDK
Modelcontextprotocolclient MCP Server
Host with MCP client to call MCP servers for MCP development
Moneroo Tools MCP Server
TypeScript SDK and MCP Server for Moneroo
Moon Phases Quarkus Mcp Sse MCP Server
Moon phases MCP server, using Server-Sent Events, implemented in Java with the Quarkus framework
Multi Agentic Rag Using Mcp Tools MCP Server
🤖 Multi-Agentic RAG with MCP Tools - Intelligent query routing, document search, web search & geography services powered by LangGraph, Groq, and Pinecone
Multi Tools MCP Server
MCP server for multi tools
Muse Tts Embed MCP Server
Persistent audio player embedded in Claude's chat. 54 voices, voice cloning, play/pause/seek/download. Fully local.
Netmcpservers MCP Server
Collection of my MCP (Model Context Protocol) servers written in .NET
Nexmem MCP Server
Persistent, compressed memory infrastructure for AI agents. 5 memory types + engram compression + Web3-native identity. REST API, Python SDK, MCP server.
Nuget Packages MCP Server
MCP server for nuget packages feed that supports the nuget protocol
Nurones MCP Server
Self-adaptive, context-aware Model Context Protocol (MCP) server — Rust core + TypeScript SDK + VS Code extension + Qoder extension
Obsidian Cli MCP Server
MCP server for Obsidian CLI integration
Ollama Mcp Chat MCP Server
Ollama MCP Chat is a desktop chatbot application that integrates Ollama's local LLM models with MCP (Model Context Protocol) servers
Ollama Web Tools MCP Server
Claude Code MCP server for web search and fetch. Supports Ollama's hosted API instance.
Omori Mcp Toolkit MCP Server
MCP server for omori mcp toolkit
Openapi Go MCP Server
OpenAPI 3.x / Swagger 2.0 → Go MCP code generator
Opencode Mcp Tools MCP Server
MCP tools and n8n workflow templates for opencode development
Panw Mcp Claude MCP Server
Palo Alto Networks MCP Server with Claude Desktop Integration
Paperplain MCP Server
MCP server that gives any AI agent access to 200M+ peer-reviewed papers from PubMed, ArXiv, and Semantic Scholar. Free. No API key.
Pd Tools MCP Server
A Model Context Protocol (MCP) server that integrates [ProjectDiscovery](https://projectdiscovery.io) security tools for automated reconnaissance and vulnerability scanning.
Perdoo MCP Server
MCP server for Perdoo OKR GraphQL API integration
Personal Mcp Tools MCP Server
This project is a personal agent that can help you with your daily tasks. It is built with Python and uses the Google Calendar API to manage your calendar. The agent is exposed as a set of tools via a FastAPI server, which can be used by other applic
Polarion MCP Server
MCP server for Polarion ALM integration. Provides test case management, test run tracking, JUnit import, and spreadsheet integration. Discovered undocumented Polarion REST API endpoints.
Posix System MCP Server
A high-performance Model Context Protocol (MCP) server built with Go that provides POSIX system monitoring capabilities for Claude Desktop, Cursor, and other MCP clients.
Project Guardian MCP
A focused project memory system that provides knowledge graph capabilities and SQLite database operations for intelligent entity tracking and workflow management. It enables AI models to maintain persistent project context through 17 specialized tool
ProjectDiscovery MCP Server
Integrates ProjectDiscovery security tools to perform automated reconnaissance, subdomain discovery, and vulnerability scanning. It enables comprehensive bug hunting workflows by chaining tools like subfinder, naabu, and nuclei into a unified pipelin
Protolink MCP Server
Simplifying MCP server interactions for seamless AI integration.
Pulsar MCP Server
MCP Server For Apache Pulsar
Pymol Visualization MCP Server
Automated PyMOL visualization tool with MCP server integration for Claude Desktop
Python MCP Template
A DevOps-friendly template for building MCP servers with CI/CD, Docker support, and automatic documentation generation using fastmcp and FastAPI.
Quay MCP Server
MCP server for Quay
Radiant MCP Server
Radiant Blockchain MCP Server — 44 tools, 10 resources, REST API, Agent SDK, AI primitives
Re Stack MCP Server
Re-Stack MCP server is designed to integrate Stack Overflow into LLM-based coding workflows using the Stack Exchange API
Reactivemcp Server MCP Server
An MCP Server designed to assist with Reactive coding.
Reactivememory Mcp Server MCP Server
ReactiveMemory MCP Server gives AI assistants a persistent, queryable, locally-stored memory system backed by vector search, a temporal knowledge graph, and a vault-structured content store.
Rmcp Postgres MCP Server
A PostgreSQL MCP (Model Context Protocol) server built with [rmcp] the Rust MCP SDK.
Scout
📇 🏠 ☁️ 🍎 🪟 🐧 - Multi-source search across code re
Sdk MCP Server
SDK for building Partitura plugins — MCP tool servers, WebView stages, settings panels, and manifest types
Self Hosted Mcp Scaffold Python MCP Server
Python developers who have built servers with the official MCP SDK wanting to host remotely on Azure Functions can leverage this scaffold for easy deployment.
Simple Dynamsoft MCP Server
MCP (ModeContext Protocol) server that enables AI assistants to write correct code with Dynamsoft SDKs.
Sirio Mcp Server MCP Server
An MCP server that exposes the SIRIO library for creation and analysis of Petri Nets
Slack Bot Builder MCP Server
Open source AI bot builder for Slack. Build slack message triggered workflows with native access to MCP servers and SDKs.
Sling Org Apache Sling MCP Server
Apache Sling MCP Server
Smallcloud MCP Server
SmallCloud MCP Server Demonstration of an Anthropic MCP server using the Model Context Protocol SDK by Anthropic. For use with Claude Desktop and other MCP Hosts.
Smileymcpb MCP Server
An MCP bundle toolkit for manipulating and interpreting SMILES strings
Sourceharbor MCP Server
Reader-first source intelligence and MCP server for YouTube, Bilibili, RSSHub, and RSS, with grounded search, published reader docs, public CLI/TypeScript SDK surfaces, and plugin-grade builder bundles.
SpinQit MCP Tools
Enables AI models to invoke SpinQ's quantum computing hardware resources by creating and submitting quantum circuits (QASM) to the SpinQ cloud platform for execution and results retrieval.
Spring Ai Mcp Tools And Patterns MCP Server
A Spring Boot application demonstrating an inventory and user management system enhanced with AI capabilities through Spring AI. This project showcases the integration of multiple AI models (Google Gemini and Anthropic Claude) using Spring AI's Tools
ssh-session-mcp
SSH Session MCP fills a gap in the MCP ecosystem by offering a persistent shared SSH PTY runtime, not just stateless command execution. It features browser collaboration, input locking, safe/full execution modes, async command tracking, configurable
Starcitizentoolsmcp MCP Server
MCP server for starcitizentoolsmcp
Tanzu MCP Server
Tanzu MCP Server - AI-powered Cloud Foundry operations via Model Context Protocol
Tastytrade MCP Server
A Model Context Protocol (MCP) server that connects to your TastyTrade brokerage account and exposes 73 trading tools. Built with the official TastyTrade JavaScript SDK and DXLink for real-time market data, quotes, and options Greeks.
mcp-server-terminal
Terminal MCP Server is a robust Model Context Protocol (MCP) server designed for executing commands on local and remote hosts via SSH. It provides a simple yet powerful interface for AI models and other applications to execute system commands with en
Tilde Python Sdk MCP Server
The official Cerebral Storage Python SDK (and MCP server)
Time Tools MCP Server
A Model Context Protocol server for time manipulation tasks, enabling AI models to get the current date/time and calculate duration between timestamps.
Tool Search MCP Server
High-performance semantic tool search for Claude Code. Save 97% tokens with intelligent MCP tool discovery using embedding, BM25, and regex search methods.
@neurynae/toolcairn-mcp
MCP server that helps AI agents find, compare, and verify the right tools for any build task — across 35+ open-source registries.
Trackmage MCP Server
Model Context Protocol (MCP) server for TrackMage API integration, with support for 1600+ carriers worldwide. Enables AI assistants to track shipments, manage logistics, create orders, and monitor package delivery statuses. Features OAuth authenticat
Travel Planning Assistant Using Langgraph And Fastmcp MCP Server
Successfully developed a Travel Planner Assistant powered by LangGraph and MCP, integrating real-time flights, hotels, weather, places, and timezone tools. Features modular MCP servers, OpenAI agent orchestration, and a Streamlit UI for end-to-end tr
Tridion Dxd MCP Server
An example Model Context Protocol Server for Tridion DXD
Ultra Mcp Toolkit MCP Server
MCP server for ultra mcp toolkit
Unity Copilot MCP Server
mcp server cho unity-copilot
Unity Mcp Tools Behavior Designer MCP Server
MCP server for unity mcp tools behavior designer
Useful Tools MCP Server
MCP Server useful tools, Spring AI MCP, Weather MCP, Stock MCP, Weather tool, Stock tool. https://mcphub.tools
Virustotal Rs MCP Server
A rust VTI SDK and MCP Server
Watsonx MCP Server
How to create a professional, production‑ready chatbot server powered by IBM Watsonx.ai and exposed via the Model Context Protocol (MCP) Python SDK.
wikipedia-mcp
A comprehensive Model Context Protocol (MCP) server providing access to Wikipedia content with intelligent caching, batch operations, and advanced search capabilities for local development.
Windows Screenshot MCP Server
🚀 Production-ready Windows Screenshot MCP Server with real-time WebSocket streaming, Chrome DevTools integration, and comprehensive APIs. Built with Go for high-performance native Windows screenshot automation.
Windsurf Mcp Integration MCP Server
Integration between Windsurf and custom MCP servers
Workspace One Uem MCP Server
MCP server for Workspace ONE UEM API integration
Xcodedocsmcp MCP Server
📚 Query Apple developer documentation and SDK symbols locally with this MCP server for Xcode, enhancing your development workflow.
Yandex Disk MCP Server
MCP Server for Yandex.Disk REST API integration with Claude
Zed Mcp Server Newsnow MCP Server
Zed Extension for newsnow-mcp-server Integration
Zero MCP Server
Zero-boilerplate, lightweight and fast MCP server toolkit. Skip the weight of '@modelcontextprotocol/sdk' and start shipping MCP servers in minutes with minimal code.
Zoho MCP Server
Unified Zoho CRM and Books MCP Server with AnythingLLM integration
1Mcp MCP Server
A central proxy server that aggregates multiple upstream MCP (Model Context Protocol) servers, providing a unified interface for downstream clients using the official @modelcontextprotocol/sdk.
2Captcha Mcp MCP Server
MCP server exposing the full 2Captcha API to Claude Code: 43 tools (31 captcha solvers + 5 management + 3 pingback CRUD + 3 webhook event-store + 1 composite solve-and-wait), built on the official 2captcha-python AsyncTwoCaptcha SDK. >=92% branch cov
4 Halo MCP Server
halo框架博客发文MCP服务
Abhimeet MCP Server
Free open-source meeting recorder with AI transcription & reporting. Fireflies.ai alternative. Records audio + screen, transcribes with Whisper AI in 90+ languages, generates meeting minutes via Claude MCP. No subscription, 100% local.
Acervo MCP Server
Persistent, layered memory for AI agents. Graph-based context engine with universal knowledge and personal user layers. Plug-and-play via Python SDK or MCP server.
Adaptive Tool Discovery MCP Server
Maps external tool surfaces (e.g., MCP servers, APIs, CLIs, SDKs) into a persistent capability registry agents can load and act on.
Adaptivefuzz MCP Server
𝘓𝘓𝘔-𝘉𝘢𝘴𝘦𝘥 𝘈𝘥𝘢𝘱𝘵𝘪𝘷𝘦 𝘍𝘶𝘻𝘻𝘪𝘯𝘨 𝘧𝘰𝘳 𝘝𝘶𝘭𝘯𝘦𝘳𝘢𝘣𝘪𝘭𝘪𝘵𝘺 𝘋𝘪𝘴𝘤𝘰𝘷𝘦𝘳𝘺
Affinity Sdk MCP Server
Unofficial strongly-typed Python SDK for the Affinity CRM API - full read/write coverage, Pydantic v2, MCP server included. For when you need more than Affinity's official MCP
Agent Launch Toolkit MCP Server
AgentLaunch Toolkit — SDK, CLI, MCP server, and templates for building AI agent token launches
Agentclip Python MCP Server
Python SDK + CLI + MCP server for AgentClip — the open-source tool that turns AI agent runs into shareable URLs.
agenthold
🐍 🏠 🍎 🪟 🐧 - Shared versioned state store with optimistic concurrency control for coordinating concurrent AI age
Agentic Engineering Playbook MCP Server
A practical open-source roadmap to build production-grade AI agents, copilots, RAG systems, MCP tools, and agentic applications.
Agentic Payments MCP Server
A comprehensive SDK for autonomous agent payments, built on top of '@veridex/sdk'. This package provides session key management, x402 protocol support, UCP credential provider, MCP server integration, and multi-chain payment routing.
agentic-platform
Score your agent's governance (0-100), lint MCP tool definitions, and estimate costs across all major models. Free diagnostic tools with no API key needed. Expert skill files on governance, economics, and system architecture available with free tier.
Ai Agent Integration With Mcp Tools MCP Server
AI Agent Integration with MPC tools
AI-Notion Integration MCP Server
Enables AI assistants to save and manage question-and-answer pairs within a structured Notion database. It provides tools for database setup, entry creation, and querying existing conversation history.
Ai Sdk Chat MCP Server
Testing the MCP client and server features from the Vercel AI SDK
Ai Tokenpulse MCP Server
Real-time token economics and context-budget observer for agentic AI systems. A local daemon + HTTP proxy + MCP server captures every Claude API call's cost, context saturation, model breakdown, tool-use counts and burn anomalies — natively in Claude
Ai Voice Editor Mcpserver MCP Server
AI Voice Editor の MCPサーバーです。
Ai2Hum Ai MCP Server
Human API for AI agents — route physical tasks to KYC-verified humans in India. MCP server, REST API, Python SDK.
Aibe1 Finalproject Team01 Mcp Server MCP Server
MCP server for aibe1 finalproject team01 mcp server
Altais MCP Server
A modular, open-source Model Context Protocol server that provides comprehensive security analysis for AI coding agents
Amplifier Module Tool MCP Server
Add MCP server capabilities to Amplifier
And Client With Spring Ai MCP Server
MCP (Model Context Protocol) server and client with Spring AI
Ap MCP Server
Custom MCP server + functional SDK with auto-registration
Apiz Sdk MCP Server
Official multi-language SDKs (TypeScript / Python / Go) and MCP server for apiz.ai
App Sdk MCP Server
SDK for building Construct apps — MCP server helper, TypeScript types, and dev tools
arbitova-mcp-server
📇 ☁️ - Non-custodial on-chain escrow + AI dispute arbitration for a
Arch Dotnet MCP Server
Clean Architecture MCP Server with .NET 8.0
Asmbli MCP Server
Asmbli
Atomicapis MCP Server
MCP server with 17 production-grade micro-API tools for AI assistants
Autoimprove Cc MCP Server
Automate Claude Code SKILL.md improvement with agent-driven eval loops, binary assertions, and git commits for steady skill gains
Autonomous Documentation MCP
Automatically analyzes codebases and generates beautiful Mintlify-style documentation with API references, code examples, and changelogs. Keeps documentation synchronized with code changes across multiple programming languages.
Awesome Sdks For Ai Agents MCP Server
Fork of e2b-dev/awesome-sdks-for-ai-agents for Roundtable MCP Server submission
Aws Bedrock Mcp Client MCP Server
AWS API/lambda hosting MCP client server that queries bedrock LLM using MCP hosted tools
Aws Serverless MCP Server
Serverless MCP server on AWS Lambda — Streamable HTTP via API Gateway, built with the official MCP TypeScript SDK.
Azure Devops Pullrequest MCP Server
mcp server for ADO pull requests
Azurehelp MCP Server
This is MCP server for Azure Help APIs for Guided Troubleshooter
Battlefield Portal Mcp MCP Server
A Model Context Protocol (MCP) server that blends Godot engine automation with Battlefield Portal SDK workflows.
Beebjit MCP Server
Model Context Protocol (MCP) integration for beebjit enabling structured context exchange between the BBC Micro emulator beebjit and AI tools.
Blogcaster Mcp MCP Server
BlogCaster MCP lets you publish a single Markdown post to multiple blog platforms at once.
Bluesky MCP Server
Cloudflare Worker MCP server for Bluesky/AT Protocol, built with Hono and the Model Context Protocol SDK.
Bookdata MCP Server
This is simple MCP server built with Spring AI
Bootiful Wordpress MCP Server
🍃 WordPress MCP Server written with Java & Spring Boot
Bootpay Developer Docs MCP Server
Enables AI coding tools to search and retrieve Bootpay payment and commerce developer documentation, including integration guides and customer service manuals. It facilitates tasks such as payment linking, billing key issuance, and webhook configurat
Brand Assets Ecosystem MCP Server
Multi-interface brand asset management system with enhanced search, metadata, and deployment capabilities. Includes web GUI, MCP server, and shared SDK for future Slack integration.
Brandfetch MCP Server
Enables AI assistants to fetch company logos, brand colors, fonts, and corporate information from the Brandfetch API using domain lookups or keyword searches.
Build MCP Server
MCP server for Microsoft Build 2025 sessions — 3 tools, BM25 search, ASP.NET Core
Carvedrock Developer MCP Server
Simple MCP server using C# MCP SDK and published to NuGet.org
Case Uco Sdk MCP Server
Multi-language SDK (Python, C#, Java, Rust) for building validated CASE/UCO JSON-LD graphs for digital forensics and cyber-investigation. AI-agent ready with MCP server and 428+ typed ontology classes. Support for Project VIC's Crimes Against Childre
Chaining MCP Server
Smart MCP server for tool chaining and route optimization. Automatically discovers available MCP servers, analyzes their tools, and suggests optimal workflows for complex tasks.
Chatgpt Apps Sdk Gutendex Example MCP Server
Complete ChatGPT Apps SDK example featuring a Gutendex books search connector. Includes MCP server, custom React widget, and demonstrates how to build rich interactive tools for ChatGPT with paginated results and direct book access links.
Che Telegram Bot MCP Server
Telegram Bot API MCP Server - Swift native, zero dependencies beyond MCP SDK
Chronos MCP Server
Simple .NET Core based mcp server for retrieving the current time.
Claude Cli Sdk MCP Server
Async Rust SDK for Claude Code CLI — one-shot queries, streaming, multi-turn sessions, permission callbacks, lifecycle hooks, and MCP server support
Claude Hooks MCP Server
🔗 Enhance your workflow with Claude Hooks, enabling custom command management for permission requests and status notifications in your projects.
Claude Mcp Tool MCP Server
MCP server for claude mcp tool
Cli Releases MCP Server
Official release repository for Noorle CLI binaries. Provides pre-built executables for all supported platforms (Linux/macOS, x64/arm64).
Client Example MCP Server
Example MCP server + client using the Python SDK
Cloaked MCP Server
Trustless spending accounts for AI agents on Solana with on-chain enforced limits.
Cloudcopilot MCP Server
Copilot SDK + MCP tool-backed chatbot for real-time cloud pricing, built in Blazor Server.
Clude MCP Server
MCP server for clude-bot persistent memory SDK
Code Executor Mcp MCP Server
🚀 Execute code efficiently with Code Executor MCP, reducing token usage by 98% and offering secure, seamless access to multiple tools in one framework.
Code Sandbox MCP Server
MCP server is used to create a secure code sandbox environment, execute code in Docker containers, and provide code execution capabilities for AI applications.
Compass Mcp Toolkit MCP Server
MCP server for compass mcp toolkit
Contree MCP Server
Run code in isolated cloud containers. ConTree gives AI agents secure sandboxed execution environments with full root access, network, and persistent images.
Copilot Sdk Test Project MCP Server
GitHub Copilot SDK test project with various examples including custom agents, tools, MCP servers and Fabric Data Agent integration
Cowboy Hat Store MCP Server
A simple MCP server implementation for managing cowboy hat store orders.
Craftgate Mcp Server MCP Server
Bu MCP sunucu projesinde, Craftgate’in ödeme listeleme aracı entegre edilmiştir. Bu araç sayesinde ödemeler sorgulanabilir ve ödemeler hakkında LLM (Large Language Model) desteğiyle analiz yapılabilir.
Create MCP Server
One command to create a production-ready MCP Server. CLI + SDK for building Model Context Protocol servers.
Csharp Mcp Server Sample MCP Server
csharp-mcp-server-sample
Dart Risk MCP Server
한국 상장사 금융감독원 DART 공시 분석 - 주가조작·불공정거래 위험 신호 탐지 도구 MCP
Dash MCP Server
Keep your agents from hallucinating their way to the finish by hooking them into provable results.
DateTime MCP Server
A Model Context Protocol (MCP) server that provides tools to get the current date and time in various formats. This is a TypeScript implementation of the datetime MCP server, demonstrating how to build MCP servers using the TypeScript SDK.
DebtStack MCP Server
Provides AI agents with real-time access to corporate credit data, including debt structures, bond pricing, and guarantor chains extracted from SEC filings. It enables complex financial analysis such as screening companies by leverage, tracing corpor
Debug Test MCP Server
MCP Server with tool that returns all headers send to the server
Decibel Tools MCP Server
Design and Dev memory for your ai coded projects - with Claude Desktop, Claude Code and Cursor support.
Demomcproxyserver MCP Server
A .NET 6.0 implementation of Minecraft ProxyServer for obtaining ServerID
Desktop Screenshot Mcp Server MCP Server
takes screenshots!
Devcrew MCP Server
🤖 Multi-Agent AI Platform for a Complete Development Process from Idea to Production, using crewai & MCPs. Final Project of AI Course.
Devil MCP Server
MCP Server that allow to manage devil server using AI assistants
Devmind Ai Dev Assistant MCP Server
AI-powered developer assistant using OpenAI Agents SDK + MCP servers. Routes questions to specialist agents that read your local code, search GitHub, and browse the web.
Dice Parser MCP Server
MCP Server for dice notation parsing
Dingdawg Governance MCP Server
DingDawg Governance SDK — open-core AI governance protocol. MCP server + plugins for Claude Code, Codex, Cursor.
Dispatch MCP Server
AI-powered DevOps incident triage assistant webhooks, tool calling, and MCP server built with the Anthropic SDK, FastAPI, Lambda, and Terraform
Dm8 MCP Server
针对达梦8的MCP服务
Dotnet Mcp Datetime MCP Server
Model Context Protocol (MCP) Server for date/time operations - production-ready C# script for Visual Studio 2026 Copilot Chat.
Dotnet Tools MCP Server
An MCP (Model Context Protocol) server for building and testing .NET projects using 'dotnet build' and 'dotnet test' from Cursor.
Duck Punch MCP Server
MCP servers to duck punch Python SDKs
Dwf MCP Server
An MCP server that provides LLM-driven control of the Digilent Analog Discovery 3 via the WaveForms SDK. Enables AI assistants to capture oscilloscope waveforms, generate signals, perform logic analysis, and interact with mixed-signal test instrument
E2E Cli MCP Server
AWS-style CLI, TypeScript SDK, and MCP server for E2E Networks cloud infrastructure
Earnforge MCP Server
Developer toolkit for the LI.FI Earn API — SDK, CLI, React hooks, MCP server, Telegram bot, agent skill, and web studio. 474 tests, 18 pitfall guards, 16 chains, 623+ vaults.
Elasticemail MCP Server
Elastic Email MCP Server delivers full-scale email capabilities to the next generation of AI agents and MCP-compatible environments. This server speaks the same protocol as your favourite AI tools, giving them super-smooth access to all your email op
Elixir Sdk MCP Server
The official Elixir SDK for Model Context Protocol (MCP) servers and clients
Embabel Mongo MCP Server
A demo MCP server for MongoDB built using Embabel. It showcases how AI agents can interact with MongoDB through the Model Context Protocol, enabling operations such as listing databases, fetching collections, executing simple and complex queries, man
Emquant Docs MCP Server
MCP server for EMQuant (东方财富量化终端) documentation - Python & C# SDK
Eval Mcp MCP Server
An MCP server that offers 15 specialized tools to evaluate and improve the accuracy of RAG based systems.
Examples MCP Server
Working examples for WAVE SDK, ADK, and MCP server
Experimental Ext Server Card MCP Server
MCP server for experimental ext server card
Extension Openai Agents MCP Server
Webfuse Extension: Connect OpenAI Agents SDK to any website via Session MCP Server
Factorial MCP Server
Open-source MCP server implementing the Model Context Protocol to connect AI agents with Factorial, the HR Management System.
Factory MCP Server
Provides an in-memory test harness for .NET MCP servers, similar to WebApplicationFactory<T> for Web APIs.
Fake Claude Plugins MCP Server
🛠️ Build robust HTTP MCP servers with the Claude Marketplace Plugin Collection and Golang SDK, featuring automation and best practices for efficient development.
Fastexcel MCP Server
Model Context Protocol (MCP) for Excel.
Fastmcp Toolsecuritytrimming MCP Server
A quick sample on how to implement tool security trimming based on user's role assignment with entraID using FastMCP Middleware
Filevine MCP Server
MCP server for Filevine — full API coverage for legal case management.
Fintechapp MCP Server
A sample MCP Server for exposing Bank API
Flutter Driver MCP Server
Custom MCP server for Flutter Driver - works around dart-lang/sdk#62265
Flutter Mcpilot MCP Server
flutter, mcp, modular, code-generator, ai-assistant, .net, devtools, code-review, test-generator, refactor
Flutter Tools MCP Server
MCP server for flutter tools
Football MCP Server
A sample Rails MCP Server with OpenAI Apps SDK compatibility
freispace MCP Server
Enables AI assistants to query freispace scheduling software data including staff management, project analytics, resource availability, and holiday planning. Provides comprehensive insights for media teams while respecting user permissions and data s
Frontgate MCP Server
Local-first MCP server in Go that analyzes Next.js App Router + Tailwind + shadcn/ui repositories and produces structured specs, critiques, and quality gates for AI coding agents like OpenCode and Codex.
Gamamcpserver MCP Server
Public MCP Server for tax-related operations
Gamebuddy MCP Server
A sample project showing how to build MCP server using C# MCP SDK
Gameforge MCP Server
AI-powered game creation platform — learn how to build multi-agent pipelines with the Claude Agent SDK, MCP tool servers, and Google Gemini (Nano Banana + Lyria)
Gephi Toolkit MCP Server
MCP server for gephi toolkit
Gmail Mcp Server Swift MCP Server
Gmail MCP Server Swift SDK - 19 tools for Gmail API integration via Model Context Protocol
Go Mcp Tools MCP Server
MCP-server with tools for golang code analysis and manipulation
Go Weather MCP Server
weather mcp server in Go (modelcontextprotocol.io SDK)
Golf Course Project MCP Server
Golf Course Project MCP Server
Google Connections MCP Server
Remote MCP server for read/write Google Connections
Gopherhole Clients MCP Server
Standards-based A2A hub. One MCP connection to thousands of agents, with shared persistent memory.
Gov Data MCP Server
MCP Server + TypeScript SDK for 96 government data APIs. 508 tools covering federal, state, and international data — economic, health, legislative, transit, traffic, energy, environment, and more.
Gtfs MCP Server
Spring Boot app integrating GTFS Realtime & Static data for Kraków transit · REST API · MCP endpoint · SQLite · Protobuf
Hacker Mcp Server Poc MCP Server
Lightweight Model Context Protocol (MCP) server that exposes Hacker News data as tools. Built with TypeScript and the @modelcontextprotocol/sdk.
Hailbytes Api Docs MCP Server
Official API and MCP server documentation for HailBytes ASM (Attack Surface Management) and HailBytes SAT (Security Awareness Training). OpenAPI 3.1 specs, integration guides, and SDK examples.
HashiCorp Vault MCP Server
Enables language models to securely manage HashiCorp Vault secrets and ACL policies through the Model Context Protocol. It supports automated secret rotation, discovery, and HCL policy authoring using a suite of dedicated tools and resources.
Haze Mcpserver Echo MCP Server
A Model Context Protocol(MCP) server for echo message
Horoscope Mcp Tool MCP Server
MCP server for horoscope mcp tool
Hr MCP Server
Microsoft HR MCP Server sample with Azure Container Apps deployment
Hrizzle Ai Hr Assistant MCP Server
AI-powered HR assistant using MCP protocol for employee onboarding, leave management, and equipment requests
hubspot-mcp
A comprehensive HubSpot MCP server covering all 100+ API categories, built with the Model Context Protocol Python SDK. Mirror of: https://git.al3xdev.com/alex/hubspot-mcp-server
Huly MCP Server
Universal MCP server for Huly project management — issue tracking, projects, milestones, labels, time tracking, and workspace management. Supports stdio (Claude Code) and Streamable HTTP transports. Self-hosted Huly SDK wrapper with multi-workspace s
Infinite Agent Streams MCP Server
Recipes for scalable, streaming-first multi-agent systems in cloud. It combines A2A protocol, OpenAI Agents SDK, and Dapr building blocks (PubSub + Virtual Actors) to show how AI agents can stream outputs and coordinate at scale.
Insurance MCP Server
An application to demonstrate MCP server integration with Claude client.
Introduction To Mcp MCP Server
Focusing on building both MCP servers and clients using the Python SDK. Focusing on MCP's three core primitives—tools, resources, and prompts—and understand how they integrate with Claude AI, Gemini AI, Copilot and Grok to create powerful application
Inventormcpserver MCP Server
MCP server for automating Autodesk Inventor 2024 via COM interop
Ipf Mcp Playground MCP Server
MCP server that interacts with IP Fabric via the python SDK
Ipl Schedule Api MCP Server
ipl-schedule-api-mcp-server
Iwsdk Rag MCP Server
MCP server providing semantic code search and API reference for the Immersive Web SDK using RAG (Retrieval-Augmented Generation) with vector embeddings
Java Mcp Sql MCP Server
A very simple MCP (Model Context Protocol) server written in Java for querying and inspecting SQL databases
Jintel Sdk MCP Server
Public SDK for the Jintel intelligence API — TypeScript client, CLI, MCP server, and Claude Code plugin.
Jiraxmcp MCP Server
jiraxmcp is an open-source Jira stdio MCP server built on top of jira.js, commander, and @modelcontextprotocol/sdk.
Junit MCP Server
This a MCP on top of JUnit Api
Kafka Mcp Server Sbai MCP Server
Kafka mcp server built with spring boot ai
Kino MCP Server
Production-grade Rust video SDK -- HLS/DASH streaming, BOLA ABR, audio fingerprinting, WASM player, formal verification (TLA+). 7 crates, CLI, Python bindings, MCP server.
Knowledge Tools MCP Server
An MCP server for interacting with various research & notetaking applications.
Kommo MCP Server
Kommo CRM MCP - Model Context Protocol server and JavaScript SDK for Kommo CRM API v4
Kotlin MCP Server
基于Kotlin的MCP服务端实现，并接入业务API
Krs MCP Server
MCP server and TypeScript SDK for Polish KRS data sources (official API, search API, TERYT, RDN).
Kruize MCP Server
MCP Server for Kruize
Ks Sdk Python MCP Server
Knowledge Stack Python SDK (ksapi) — auto-generated from the OpenAPI spec. For most agent use cases, use the MCP server (ks-mcp); this SDK is for admin/write operations and infrastructure tooling.
Ks Sdk Ts MCP Server
Knowledge Stack TypeScript/JavaScript SDK (@knowledge-stack/ksapi) — auto-generated from the OpenAPI spec. For most agent use cases, use the MCP server (ks-mcp); this SDK is for admin/write operations and infrastructure tooling.
Laravel Php Mcp Sdk MCP Server
A comprehensive Laravel PHP MCP SDK that provides full MCP 2025-06-18 specification support with Laravel's ease of use and conventions. Features All transport: STDIO, HTTP, WebSocket Full support for tools, resources, prompts, , roots, sampling, and
Librealsense MCP Server
Intel RealSense MCP Server - 直接封装 pyrealsense2 SDK，提供 26 个 MCP tools
Libretime MCP Server
Small Project to explore creating MCP server using MCP SDK. Exposes Libratime APIs via MCP.
Lightning Tools MCP Server
Enables interaction with lightning addresses and common lightning tools via your LLM, providing Lightning Network functionality through natural language.
London Property Agent MCP Server
AI agent that finds houses in London using Claude Agent SDK + MCP servers
LSP Tools MCP Server
A Model Context Protocol server that provides tools to find regex pattern positions in files and list allowed directories, enabling text analysis with LSP-like functionality.
lsp-tools-mcp
Exposes Language Server Protocol (LSP) tools such as diagnostics, goto definition, find references, symbols, and rename as a stdio MCP server.
Lt Open Data Sdk MCP Server
Type-safe SDK & CLI for Lithuania's Open Data (data.gov.lt). Query, stream, and sync datasets with ease. Includes MCP server for AI agents.
LumiFAI MCP Technical Analysis Server
Provides technical analysis tools for cryptocurrency trading data, calculating EMAs (12 and 26 periods) for Binance pairs using MongoDB for data storage.
Madari MCP Server
CLI tool to install, sync and manage local MCP servers.
Market Intelligence MCP
Market Intelligence MCP Server — recession probability, capital rotation scoring, investment analysis, and economic data. Powered by the BullrunData API.
Martin9020 Tekla MCP Server
115 tools, 10 prompts, 6 resources
Mc MCP Server
🚧 java mcp server for minecraft
Mcp Ai Tools MCP Server
Complete MCP (Model Context Protocol) learning framework with progressive examples from basics to multi-agent systems
Mcp Asdk Studio V0 9 MCP Server
Desktop-first AI workspace for MCP setup, tool inspection, and vertical agent practice.
Mcp Browser Tools MCP Server
Browser Tools MCP is an MCP (Model Context Protocol) server and toolkit that lets AI agents monitor and interact with web browsers. It captures console logs, network data, screenshots, and DOM info, providing structured tools for IDE workflows, debug
Mcp Calendar Tool MCP Server
'A Node.js MCP server to connect AI assistants like Cursor to your Google Calendar. '
mcp-cli-catalog
An MCP server that publishes CLI tools on your machine for discoverability by LLMs
Mcp Client Server Demo MCP Server
Demo Project für MCP Spring Client/Server Setup
Mcp Csharp Minimal MCP Server
Minimal MCP Client/Server examples using the Official C# MCP SDK
Mcp Databricks Tiny MCP Server
A tiny, read-only, Python-based MCP server for development that lets Codex (or other MCP-aware AI coding agent) safely browse and query Databricks (SQL Warehouse).
mcp-doctor
📇 🏠 🍎 🪟 🐧 - Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude Code, C
Mcp Dotnet Sample MCP Server
MCP Server implementation example in .NET 9 using .NET MCP SDK
MCP Firebase Server
A Python server that bridges Large Language Models (LLMs) and Firebase Firestore using the Model Context Protocol (MCP). Exposes Firestore operations as MCP tools for programmatic access. Built with MCP Python SDK and Firebase Admin SDK.
Mcp Frontend Tools MCP Server
A MCP for assisting with Astro, Svelte, and other web dev tools
Mcp Fundamentals MCP Server
Intro to Model Context Protocol (MCP). Learn to build MCP servers and clients with spring-ai and the Python SDK using tools, resources, and prompts. Covers architecture, transport-agnostic messaging, request-response flow, server testing with Inspect
Mcp Githubdemo MCP Server
This project is basically a demo of integrating github mcp server to the project and using mcp sdk for the development. agent can basically use the context provided by the github mcp server and can handle operations like reading , getting the files f
Mcp Google Drive MCP Server
MCP Server for google drive
MCP Guide
A beginner-friendly Model Context Protocol (MCP) server that helps users understand MCP concepts, provides interactive examples, and lists available MCP servers. This server is designed to be a helpful companion for developers working with MCP. Also
Mcp Hello Tools MCP Server
Serveur MCP minimal en Rust — protocole JSON-RPC 2.0, cycle initialize/list_tools/call_tool, 3 tools typés (echo, timestamp, calculate)
MCP HTTP Proxy
An HTTP/SSE proxy server for Model Context Protocol (MCP) applications using stdio. Supports raw JSON-RPC commands via HTTP and implements direct stdio communication without an MCP SDK.
Mcp Interop Bakeoff MCP Server
Aresearch-grade harness for stress-testing Multi-Channel Protocol (MCP) servers across multiple agent runtimes. It ships a shared MCP server, a reproducible task suite, and automation that runs those tasks through SDKs/APIs/Frameworks.
Mcp Java MCP Server
A Client and Server communicating using MCP, implemented with the official MCP Java SDK
Mcp Kaggle Tool MCP Server
MCP server for Kaggle API integration - create, run, and manage Kaggle notebooks programmatically
Mcp Masterclass MCP Server
Complete code repository for the (Model Context Protocol ) MCP Masterclass. A 13-lesson course teaching you to build connected AI systems using the Model Context Protocol. From basic servers to autonomous agents with memory, learning, and real-world
Mcp Modelcontextprotocol MCP Server
Model Context Protocol - Overview, how to secure and exmaples
Mcp Net Tools MCP Server
MCP server for network tools like NMAP and SNMP.
Mcp Oracledb MCP Server
Production-ready Oracle MCP server with 55+ tools (Enhanced) / 75+ tools (Enterprise). Spring Boot 3.4.5, Spring AI 1.0.1, Oracle 11g-23c, Java 17.
Mcp Pgs Tool MCP Server
MCP server for mcp pgs tool
Mcp Polarion MCP Server
MCP server for Polarion ALM — 42 tools for full CRUD via pylero (SOAP/WSDL SDK)
Mcp Python Calculator MCP Server
A minimal Model Context Protocol (MCP) server in Python, built with the MCP SDK. This server exposes a simple calculator tool ('add') and a dynamic greeting resource. It can be used to learn how to create MCP servers and connect them to AI agents or
Mcp Rbac Demo MCP Server
ASP.NET Core MCP server with Role-Based Access Control - a working demo using the official MCP C# SDK
Mcp Registry Client MCP Server
A Python client for searching for and retrieving info about MCP servers hosted on the official MCP Registry (https://github.com/modelcontextprotocol/registry/tree/main/docs)
Mcp Saas Toolkit MCP Server
MCP server for mcp saas toolkit
Mcp Sample Financial Tool MCP Server
Exploring MCP
Mcp Scraper Toolkit MCP Server
MCP toolkit for automated web scraper maintenance, selector generation, and seamless integration with scraping workflows
Mcp Scraping Tool MCP Server
An advanced scraping utility that integrates AI language models to enhance data extraction and processing capabilities
Mcp Sdk Functions Hosting Java MCP Server
Repo contains samples and instructions for remote hosting of MCP servers built with the official Anthropic MCP SDKs on Azure Functions.
Mcp Sdk Go MCP Server
This is an MCP SDK (written in Golang) implemented with reference to the modelcontextprotocol/typescript-sdk repository. Using this SDK, you can implement an MCP server in Go with almost the same programming experience as the widely adopted modelcont
Mcp Selenium Server Ai MCP Server
Selenium MCP server with JAVA MAVEN TESTNG, it executes browser automation tasks by converting natural language test steps into Selenium WebDriver commands using a LLM.
Mcp Server Build Using Spring Ai And Java MCP Server
Constructed the Model Context Protocol (MCP) Server using Spring Boot, Spring AI, Spring Data JPA and Java.
Mcp Servers List MCP Server
📋 Comprehensive list of Model Context Protocol (MCP) servers for Claude and AI tools
Mcp Simple Tool MCP Server
一個簡單的 MCP 伺服器，用來取得公開網站內容的工具。
Mcp Simple MCP Server
A simple server, which I worked on during online courses
Mcp Spring Kotlin MCP Server
MCP server for mcp spring kotlin
mcp-task-manager
A local task management MCP server that enables users to create, update, and manage tasks through natural language conversations with Claude. It provides nine tools for comprehensive task management including creation, filtering, searching, and daily
Mcp Test Tools MCP Server
MCP server for mcp test tools
Mcp To Toolcall Proxies MCP Server
MCP-to-ToolCall and ToolCall-to-MCP Proxies
Mcp Tool Factory Ts MCP Server
Generate MCP servers from natural language, OpenAPI specs, or database schemas.
Mcp Tool Flow MCP Server
Complete MCP Tool Flow Architecture - OAuth Gateway, Semantic Tool Filter, Name Bridge, Context Forge aggregation. 95% token reduction for Claude.ai integration.
Mcp Tool Inspector MCP Server
MCP server for mcp tool inspector
Mcp Tool Invocation MCP Server
A concise list of MCP clients and their invocation mechanisim.
Mcp Tool Router MCP Server
MCP server for mcp tool router
Mcp Tool Shop MCP Server
Catalog, promotion engine, and trust infrastructure for MCP Tool Shop — receipt-verified promotions, press kits, and the live site
Mcp Toolchat Agent MCP Server
MCP server for mcp toolchat agent
Mcp Toolhub MCP Server
A collection of MCP tools for database intelligence, AI integration, automation, and developer productivity.
Mcp Tooling MCP Server
MCP server for mcp tooling
Mcp Tools Rankings MCP Server
Rankings for Model Context Protocol (MCP) tools: overall score and hot growth within 90 days.
Mcp Tools Sql MCP Server
An MCP server for safe, configurable SQL database access. Exposes schema introspection, user-defined SELECT queries, and structured UPDATE operations as MCP tools for LLM-assisted workflows. Supports MS SQL Server, PostgreSQL, and SQLite.
Mcp Toolsuite MCP Server
A custom MCP server and MCP client, built with Python's MCP SDK. The server features a suite of useful tools for office tasks, while the CLI-based client features an agentic-RAG approach and gives a straightforward experience for users
Mcp Trust Framework MCP Server
A lightweight identity, verification, and discovery layer for the Model Context Protocol (MCP). Includes the core specification, a reference registry, example credentials, and Python/TypeScript SDKs for verifying MCP servers using DIDs and verifiable
MCP Wait Timer Server
Provides a simple 'wait' tool that introduces deliberate pauses into workflows executed by MCP clients, allowing time for asynchronous operations to complete before proceeding to the next step.
Mcp Weather Rust MCP Server
MCP weather server with Rust SDK
mcp-weather
An MCP server that aggregates data from six weather sources to provide current conditions, forecasts, air quality, and aviation METAR information, specifically optimized for European and Nordic locations. It supports multi-source data merging and fun
Mcp Website Tool MCP Server
MCP.tools Actor – Turn any site into an AI tool
Mcp Zero To Hero MCP Server
MCP server for mcp zero to hero
Mcpacktool MCP Server
In-Development Minecraft Resourcepack Manager
Mcpcalculatorsample MCP Server
A sample MCP server implementation based on the typescript-sdk QuickStart.
Mcpclient Security MCP Server
MCP Client security guidance and information
Mcpclientserverexample MCP Server
A simple .NET implementation of an MCP (Model Context Protocol) Client and Server example. This project demonstrates how to create and interact with an MCP server using custom tools, natural language prompts, and standard I/O transport.
Mcpelauncher Tools MCP Server
Una pequeña herramienta que hice para todos aquellos que tengan el MCPELauncher por el creador *_Crow_Rei34_* en su Codeberg ya sea la version Compilada o Flatpak
Mcpfactory MCP Server
An MCP server that creates, manages, and tests other MCP servers. Built to work with both Claude Desktop and Claude Code agent teams.
Mcping Cli Tool MCP Server
CLI tool to ping minecraft servers inspired from kgurchiek/Minecraft-Ping-API
Mcpkg MCP Server
The mcpkg server. (abandoned for now)
Mcps Playground MCP Server
MCP Playground: Experiment with Anthropic's Claude & Model Context Protocol. Chat, connect servers, test tools.
Mcpserver Builder MCP Server
MCP Development Expert - Teaches users how to build secure, well-architected MCP servers through guided development education. Provides practical scaffolding and templates while building user expertise in secure development practices. Part of the Mod
Mcpserver Samplingwithtools MCP Server
MCP server for mcpserver samplingwithtools
Mcpserverkotlin MCP Server
MCP server for mcpserverkotlin
Mcpservertools MCP Server
Tool manifests for MCP Server tool registry
Mcpstudio Toolsdk MCP Server
Official SDK of the EoF MCP Studio App for macOS
Microservices Mcp Servers MCP Server
MCP server in .NET C#
Mido MCP Server
TypeScript SDK for server-run agent loops with resumable client-side tools, MCP integration, AG-UI adapters, and durable protocol contracts.
Mikmaq Dictionary Api And Mcp MCP Server
A comprehensive RESTful API for Mi'kmaq language dictionary & MCP
Minecraft Java Fabric MCP Server
MCP Server Mod for Minecraft Java Edition and the FabricMC Fabric API
Mochify MCP
High-performance Rust CLI & MCP Server for bulk image compression (AVIF, WebP, JXL, HEIC). Native speed, privacy-first, and AI-agent ready.
Modelcontextprotocol Agent Example MCP Server
MCP server for modelcontextprotocol agent example
Modelcontextprotocol Go Sdk MCP Server
The UNofficial Go SDK for Model Context Protocol servers and clients
Modelcontextprotocol Servers MCP Server
Mirror of https://github.com/modelcontextprotocol/servers
Modelcontextprotocol Typescript Sdk Cheat Sheet MCP Server
modelcontextprotocol/typescript-sdk-cheat-sheet
Modelcontextprotocol Typescript Sdk MCP Server
Mirror of https://github.com/modelcontextprotocol/typescript-sdk
Modelcontextprotocolproject MCP Server
Model context protocol Project
Modelcontextprotocolserver MCP Server
MCP server to provide tools
Monarch Access MCP Server
Lightweight CLI, Python SDK, and MCP server for accessing Monarch Money financial data
Msbuildmcpserver MCP Server
MSBuildMcpServer is an MCP server for building Visual Studio/MSBuild-based projects from agent workflows
Msgraph MCP Server
MCP Server for Email, Calendar, OneDrive using Microsoft Graph SDK. The project has been vibe coded with Codex (GPT-5.2-Codex)
Muggle Ai Works MCP Server
Your AI coding agent writes code fast — we make sure the web product actually works. Paste a URL, the agent clicks through signup/checkout/dashboards like a real user, reports failures with screenshots. Currently web only. Works with Claude Code, Cur
Multi-Function Security MCP
Enables automated security detection and compliance auditing for cloud hosts and servers, including threat detection, baseline security checks, cryptocurrency miner detection, log analysis, and real-time monitoring through API and web dashboard.
Multiservermcp MCP Server
To resolve the SSE MCP SDK server's lack of multiple connection support.
My Mcp Stdio MCP Server
Spring AI MCP Weather STDIO Server - A Spring Boot starter project demonstrating how to build a Model Context Protocol (MCP) server that provides weather-related tools
Mybuz MCP Server
mybuz-mcp-server hosts tools that has ability to interact with database to get the data for LLM for it to be able to answer questions about Customers
Myplatformmcpserver MCP Server
A sample mcp server with dummy services
Mysqlmcpserver MCP Server
mysql mcp服务
Netsuite Mcp File Tool MCP Server
NetSuite Custom Tool that allows AI connected to NetSuite to access the file cabinet.
Node Sdk MCP Server
jambonz Node.js SDK and MCP server for building voice applications
Nofomo MCP Server
MCP Server & SDK for AI agents to read, comment, rate, and chat on NoFOMO News — compatible with Claude, Cursor, LangChain, CrewAI, and any MCP/OpenAPI client.
Notebookmcpserver MCP Server
Notebook as MCP server for LLMs
Notes Taker Mcp Server App MCP Server
MCP Server to take notes
Notifly MCP Server
Notifly MCP Server enables AI agents to provide real-time, trusted Notifly documentation and SDK code examples for seamless integrations.
Nova MCP Server
AI provider SDK + MCP server scaffolding. Canonical contracts (chat, embeddings, models, stream, usage), OpenAI-compat adapter factory, and cross-cutting helpers for MCP servers.
Nuxeo MCP Server
This project provides an MCP (Model Context Protocol) server to interact with the Nuxeo Platform. It supports creating, modifying, deleting, and searching for folders and documents, as well as extracting their text content.
Nyro MCP Server
Nyro MCP is a robust Model Context Protocol (MCP) server built to provide LLMs with comprehensive yet safe access to local filesystem operations and system commands
Obsidian Mcp Macros MCP Server
custom local obsidian mcp server using modelcontextprotocol/sdk & custom user written js scripts
Omada Skill MCP Server
AI-native integration layer for TP-Link Omada Controller — MCP Server + 5 Agent Skills + internal SDK
Omnifocus MCP Server
MCP server for omnifocus
Onemcp MCP Server
🌐 Combine multiple MCP servers into a single interface with OneMCP, reducing token usage and enabling efficient tool discovery and management.
Open MCP Server
A Model Context Protocol (MCP) for numerous third-party software and third-party APIs. Once deployed, this service can offer enhanced support for your AI platform, such as enabling you to use Dofi to complete your platform
Openai Agents MCP Server
MCP server that bridges OpenAI's Agents SDK with Claude Code. Enable web search, file search, and computer use capabilities in your AI development environment.
Openai Mcp Test MCP Server
Test TypeScript SDK and MCP server
Openflexo MCP Server
A dedicated Mcp server to allow llm to write execute fml code and much more
Openlaw MCP Server
Spring Boot 기반 Model Context Protocol(MCP) 서버로, 국가법령정보 Open API를 활용한 법령 검색 기능을 제공합니다.
Openrouter MCP Server
MCP server in Python for OpenRouter: offers chat completion and model recommendation tools. AI assistants can query any OpenRouter model (free/paid) and receive task‑optimized model suggestions. Uses MCP Python SDK
OrbiAds
Google Ad Manager MCP hosted - AdOps Skills for Claude, Gemini, OpenAI - Inventory, trafficking, forecast & reporting with natural language
Orm Mcp Tools MCP Server
MCP server for orm mcp tools
ORMCP Server
ORMCP Server is a database-agnostic MCP server that exposes relational databases as governed business objects (Customers, Orders, Products) for AI agents via ORM abstraction — instead of raw SQL or schema access. Works with any JDBC-compliant databas
Otr Protocol By Orbexa MCP Server
Open Trust Registry — Merchant trust verification protocol for AI agent commerce. 7-dimension scoring engine, MCP Server, TypeScript SDK. Deterministic, auditable, unforgeable.
Ozc MCP Server
Your AI's trust filter, owned by you. Rate any URL, filter your AI's sources, build transparent information markets. MCP server + REST API + Python SDK.
Pddikti Scraper MCP Server
A high-performance, type-safe TypeScript SDK and MCP server built with Bun and Zod for scraping student data from the official Indonesian Higher Education Database (PDDIKTI).
Performance Test Mcp Server Java MCP Server
Un serveur MCP (Model Context Protocol) développé en Java pour tester les performances d'un autre client.
Photoshop Generator Api MCP Server
An MCP server that bridges AI models to Adobe Photoshop via the Generator API. Runs as a Photoshop Generator plugin, exposing Photoshop capabilities through MCP Streamable HTTP and WebSocket. Supports zero-code Skills registration, a remote client SD
Playground MCP Server
Experimenting with MCP servers/SDKs
Polkatron MCP Server
This MCP server facilitates Substrate SDK upgrades through a multi-agentic system that orchestrates specialized AI agents for compilation error resolution and test fixing
Portable Context MCP Server
Local-first MCP server for personal AI context, with SQLite, sqlite-vec, and Ollama embeddings.
Postgres Mcp Tools MCP Server
MCP server for postgres mcp tools
postgres-mcp
This server enables interaction with PostgreSQL databases through the Model Context Protocol, optimized for the AWS Bedrock AgentCore Runtime. It provides tools for executing read-only queries, exploring database schemas, and monitoring table statist
postgresql-mcp
A general-purpose PostgreSQL MCP server with full read-write SQL access, atomic multi-statement transactions, and schema inspection. Works with any PostgreSQL instance — local, Supabase, AWS RDS, or self-hosted — and connects to Claude, Cursor, Winds
Prem MCP Server
A Model Context Protocol server implementation that enables seamless integration with Claude and other MCP-compatible clients to access Prem AI's language models, RAG capabilities, and document management features.
Protomcp MCP Server
Language-agnostic MCP runtime with hot reload, dynamic tool lists, and server-defined workflows. Go binary core with Go, Python, TS, Rust SDKs.
Provenance MCP Server
Cryptographic data provenance toolkit for Swarm — SDK, CLI, MCP server, and gateway
Public MCP Server
MCP server con kotlin
Py Weather MCP Server
weather mcp server in Python (modelcontextprotocol.io SDK)
QuickBooks Online MCP Server
Enables interaction with the QuickBooks Online Accounting API to manage customers, invoices, expenses, and payments through MCP-compatible clients. It supports comprehensive financial workflows and the generation of reports like Profit and Loss or Ba
Reactive Multi Agent Mcp Server MCP Server
Reactive Multi Agent MCP Server is a .NET 10 Model Context Protocol server for hub-and-spoke multi-agent orchestration inside GitHub Copilot Chat.
Reason Trace MCP Server
Local-first reasoning drift detection for AI agents, served as an MCP server. reasontrace automatically baselines agent behavior and detects shifts in tool use, semantic style, and complexity—all locally on your machine. Compatible with Claude Code,
Record Code In 1 Click MCP Server
Official support and colaboration repo
Redesign Toolbox For Mcpe MCP Server
Redesign of 'Toolbox for Minecraft: Pocket Edition', an app by @MCMrARM
Remote Mcp Server Authless Andor MCP Server
Remote MCP server to summarize/scrape Andor season 2 episodes using Browser Rendering and Workers AI
Remote Mcp Server Authless Gif Search MCP Server
MCP server for remote mcp server authless gif search
Rest MCP Server
A java package to automatically setup your spring boot REST controllers as an MCP server
Review Toolkit MCP Server
MCP server for review toolkit
Revit 2026 Mcp Server MCP Server
A Model Context Protocol (MCP) server implementation for Autodesk Revit 2026, enabling AI assistants like Claude to interact with Revit projects through a standardized interface.
Riot Api MCP Server
A Spring AI MCP server exposing the Riot Developer API
Roslyn MCP Server
MCP server that gives AI agents Roslyn-backed navigation, references, hover, and diagnostics for large C#/.NET repositories.
Rust Mcp Server MCP Server
A baseline and structured concurrency variants of MCP servers made with Rust.
S3 Mcp Server Java MCP Server
The MCP Server based on the S3 protocol can perform operations on Amazon S3 and other S3-compatible object storage services.
S3 Toolbox MCP Server
An MCP server that allows natural language interaction with AWS S3 through an LLM, using Spring Boot IA.
Sbox Agent Bridge MCP Server
MCP server + s&box editor bridge that lets AI agents inspect, edit, test, and recover live s&box scenes.
Sdkman MCP Server
A Model Context Protocol (MCP) server for SDKMAN. Can help you execute the SDK from any command line.
Self Aware MCP Server
MCP сервер на Node.js, предоставляющий инструменты самосознания для LLM - время, место, ОС, вычисления.
Serverrecordmcplugin MCP Server
A Minecraft Java Edition Spigot Plugin to record changes in the server such as block updates, chats, commands, inventories, etc.
Sibyl Memory MCP Server
Sibyl Memory Plugin for Hermes enables persistent memory across long time horizons, and enables relational context previously unavailable. Self-learning and auto-skill creation creates an agent that grows with you. Local SQLite, structured tiers, no
Sidewalk MCP Server
MCP server for sidewalk
Simple Mcp Server Kotlin MCP Server
MCP server for simple mcp server kotlin
Sindi Ai MCP Server
Java Implementation of Anthropic's Model Context Protocol Server
Skate Goat MCP Server
An MCP server leveraging the Skate AMM SDK & Goat SDK - powering DeFi activity
Skill M365 Mcp Tools MCP Server
MCP server for skill m365 mcp tools
Skills Hub MCP Server
🛠️ Manage and sync your coding skills across multiple AI tools with this cross-platform desktop app for streamlined organization and efficiency.
snaprender-mcp
📇 ☁️ - Screenshot API for AI agents — capture any website as PNG, JPEG, WebP, or PDF with de
Solana Mcp Vybe MCP Server
Solana MCP for wallets, trades, markets, PnL, transfers, onchain data, signable swaps and API tools.
Solonmcpslslogserver MCP Server
Arms Log MCP—— AI 分析异常日志，把 bug 解决效率直接拉满
Spaceship MCP
An MCP server for managing and executing AI agents on the Spaceship AI platform directly from clients like Claude Code and Cursor. It provides comprehensive tools for agent lifecycle management, including creation, execution, and real-time monitoring
Spring Ai Mcp Security Server Demo MCP Server
实现带鉴权的Spring AI MCP 服务，并通过Spring AI/Langchain4j/Cherry Studio进行调用
Spring Ai Mcp Server Client MCP Server
Spring AI MCP Server and Client
Spring Ai Mcp Wallet MCP Server
This repository showcases how to easily transform an existing Spring Boot REST API for Finance Wallet Management into an AI-available tool using Spring AI's Model Context Protocol (MCP) server integration.
Spring Boot Ai Cloudflare R2 MCP Server
Spring Boot AI Cloudflare R2 MCP Server - 一个基于Spring Boot和Spring AI的Cloudflare R2对象存储MCP服务器实现
Spring Boot Ai Mongo MCP Server
A Spring Boot AI-powered Model Context Protocol Server for interacting with MongoDB
Spring Documentation MCP Server
Spring Boot based MCP Server provide full Spring Ecosystem Documentation for LLMs
Spring Mcp Remote Sse MCP Server
Remote MCP (Model Context Protocol) server built with Spring Boot and SSE. Demonstrates how to register tools, configure endpoints, and stream results to connected LLM clients using the Spring AI MCP SDK.
Spring Mcp Server Claude Desktop Example MCP Server
MCP server for spring mcp server claude desktop example
Spring Openproject MCP Server
MCP Server for OpenProject API (workpackages)
Sqlservermcp MCP Server
SqlServerMcp is a Model Context Protocol (MCP) server built with C# and .NET 10 that enables AI assistants like Claude
Sros MCP Server
The mcp-server-sros project provides MCP tools for viewing the operational state and changing the configuration of Nokia SR OS devices. It uses Nokia's pySROS Python SDK and FastMCP.
Ssas Mcp Server By Cdata MCP Server
This read-only MCP Server allows you to connect to SQL Server Analysis Services data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out our MCP Server for SQL Server Analysis Services (https://www.cdata.com/drivers/ssas/
Ssh Tools MCP Server
SSH tools and utilities for MCP servers
Streamable Http MCP Server
使用注解方式快速将springboot项目构建成streamableHttp-mcp服务
Sui MCP Server
53-tool MCP server for Sui blockchain — wallets, DeFi, Move contracts, staking, SuiNS, analytics. Built on @mysten/sui SDK.
Supabase Remote Mcp Sdk MCP Server
SDK for building and deploying Model Context Protocol (MCP) servers on Supabase Edge Functions with type-safe tools, resources, and prompts
Sw Mcp MCP Server
Solidworks MCP server using C# SDK
Sychev Lab MCP Server
MCP Server for Sychev Lab - Products, Articles, Tutorials, and Commerce
Tailwind Color Generator Vscode MCP Server
MCP server for tailwind color generator vscode
Taskflowr MCP Server
🛠️ Prototype for the Kaggle x Google Agents Intensive - Capstone Project Community Hackathon 2025. TaskFlowr is a 3-agent system built using the OpenAI ADK & Google AI that automates general business operations.
Teacher Toolkit MCP Server
MCP server for teachers — material search, image research, and LehrplanPLUS integration
Tencent Add Article MCP Server
腾讯云开发者社区 MCP 服务器 - 基于 Spring Boot 的 MCP 服务实现，专门用于与腾讯云开发者社区进行交互，支持发布文章等功能
Terminal Toolkit MCP Server
Export CAMEL terminal toolkit module as MCP server
Test Quarkus MCP Server
This project is a Model Context Protocol (MCP) server implementation built with Quarkus that provides security vulnerability information and best practices for Java development, and is used with IBM Bob IDE to demonstrate seamless integration between
Tfl MCP Server
MCP server exposing live London transport data (TfL API) to AI assistants
Thingworx MCP Server
A MCP server for PTC ThingWorx. Using the REST-API via AppKey authentication.
Tool Sandbox MCP Server
📦 MCP server that runs agent code in a sandbox with access to upstream MCP tools
Tool Search Tools MCP Server
A tool for searching and using MCP tools. This project implements an MCP server that acts as an aggregator and proxy for other servers.
Tool MCP Server
MCP server for tool
ToolRoute
Intelligent routing layer for AI agents — recommends the best MCP server and LLM for any task, scored on 132+ real benchmark executions.
Tools And MCP Server
MCP server for tools and
Tools Mcp Agent MCP Server
Encapsulated implementation of a tool-based agent built on the MCP protocol, providing a unified interface for tool-driven automation.
Truvera MCP Server
PoC MCP server for supporting Truvera API's and SDK's
TypeScript Tools MCP
A Model Context Protocol (MCP) server that provides TypeScript development tools for automated refactoring and code analysis.
Ue Mcp Toolkit MCP Server
MCP server for ue mcp toolkit
Uiautomation MCP Server
Windows UI Automation toolkit with CLI, MCP server, and VS Code extension.
Vaea Flash MCP Server
Flash loan infrastructure for Solana — MCP server for AI agents, CTX (Zero-CPI) verification for protocols, SDK for developers. Aggregates Marginfi, Kamino & Jupiter Lend. 60+ tokens, smart routing, 2 bps flat fee.
Vaiz MCP
Connects Cursor/Claude to your Vaiz workspace, enabling search and management of tasks, projects, documents, milestones, and team members through natural language.
Verdigraph Neurogenesis MCP Server
Paid hosted MCP for agent-to-agent compute routing. 25% of net revenue funds conservation. OAuth 2.1 + PKCE, Stripe prepaid credits, atomic ledger.
Veriswarm Sdk MCP Server
Official SDKs and MCP server for VeriSwarm — trust infrastructure for AI agents
Vonage AI Code Assist
MCP server to assist with AI code generation using Claude Desktop, Claude Code or any coding tool that supports MCP servers to ensure you're always working from the most current Vonage SDKs and APIs
Wealthsimple MCP Server
Unofficial MCP server exposing the Wealthsimple Help Center to AI agents — 7 typed tools, public Zendesk JSON API only. No scraping, no auth, no account data. TypeScript + Zod-validated. Opt-in Datadog LLM Observability with privacy redaction.
Weather Mcp Demo MCP Server
Implementation and verification of a Weather MCP Server using java mcp SDKs
websearch-mcp
Enables web searching via SearXNG, page content extraction with Crawl4AI, and image analysis using vision language models. It provides AI agents with tools for information synthesis and web-based data retrieval through OpenAI-compatible LLM endpoints
Weights And Measures MCP Server
MCP server that provides tools and resources for weights and measures conversions. This server enables AI assistants to perform accurate unit conversions and access comprehensive reference tables for different measurement systems.
Wenelevating Mapmcpserver MCP Server
Implementation of MCP service based on Gaode Map API
Wexin Push MCP Server
wechat-push-mcp-server
Winform MCP Server
一个功能完整的基于 Windows Forms 的 MCP (Model Context Protocol) 应用Demo，集成了MCP Server、Mcp Client、 内嵌web服务、LLM API 调用、聊天界面、工具管理等功能，可作为企业级桌面程序开发的集成特定技术的参考代码。
Wishmock MCP Server
gRPC mock server that loads protos on the fly, applies YAML/JSON rule logic, and exposes admin + web tooling. Ships with MCP-friendly SDK/SSE servers.
Wpf Tools MCP Server
WPF Tools MCP is an MCP server that gives AI assistants the ability to inspect and control running WPF applications.
Xagent Ai MCP Server
Autonomous AI Agent built with Node.js, Groq LLM & MCP — dynamic tool calling, SSE streaming, and recursive reasoning loops.
xiaobenyang-mcp
for xiaobenyang mcp tools.
Xpequi Api MCP Server
Pequi API — Colombia's First Real Estate Data API. SDK, MCP server, and documentation.
Yith MCP Server
Code-Exec style MCP server SDK, with lua sandbox instead of containers for LLM isolation
Youtube Tools MCP Server
Python MCP server for YouTube transcripts, cleanup, and frame extraction.
Youtube Watchlater MCP Server
MCP server for fetching your YouTube Watch Later playlist via yt-dlp
Yunxi Mcp Servers MCP Server
MCP (Model Context Protocol) 服务器实现集合，为 AI Agent 提供工具调用能力。
Zeno MCP Server
a go mcp server sdk
Zke Trading Sdk MCP Server
Official trading SDK for ZKE Exchange — REST API, WebSocket market data, MCP server and OpenClaw skill support.
Zowe Cli MCP Server
MCP Server using Zowe SDK
0G MCP Server
Enables interaction with 0G.AI decentralized infrastructure including documentation access, storage operations (file upload/download, key-value store), and AI service discovery on the 0G Compute Network with TEE verification and pricing information.
0nMCP
Universal AI API Orchestrator. 850 tools across 53 services under a single MCP interface. Connect Claude, GPT, or Gemini to Stripe, Slack, GitHub, LinkedIn, Cloudflare, Shopify, Twilio, and 46 more via natural language. \$0.10/execution, no subscripti
0pi-mcp-server
Store and retrieve data objects for free. Temporary cloud storage for agents. Two hour expiry. Works with any format and flow. Example use cases include: * Manage large datasets across different sessions * Generate shareable links for intermediate re
0x1abin/matter-controller-mcp
📇 📟 - An MCP server for Matter Controller, enabling AI agents to control and interact with Matter devices.
0xarchive-mcp
MCP server for querying historical and real-time crypto market data across Hyperliquid, Hyperliquid HIP-3, and Lighter.xyz - orderbooks, trades, candles, funding, open interest, liquidations, and data quality metrics.
0xdaef0f/job-searchoor
📇 🏠 - An MCP server for searching job listings with filters for date, keywords, remote work options, and more.
0xGasless MCP Server
A Model Context Protocol server that enables gasless blockchain transactions directly from Claude conversations, allowing users to execute transfers, swaps, and other operations without holding native tokens.
1000ri-jp/atsurae
🐍 ☁️ 🍎 🪟 🐧 - AI-powered video editing MCP server with 10 tools for timeline editing, 5-layer compositing, semantic operations, and FFmpeg rendering (1920x1080, 30fps H.264+AAC).
100ms Raydium Sniper MCP
Enables high-performance token sniping on Raydium DEX with multi-region support and Claude AI integration, allowing users to monitor and execute token purchases through natural language commands.
12306-MCP
12306 ticket purchase search server based on Model Context Protocol (MCP). It provides a simple API interface, allowing large models to search for 12306 ticket purchasing information through the interface.
12306 Train Ticket Search MCP Server
Enables searching for train tickets on China's 12306 railway system, including ticket availability queries, train filtering, station stopover information, and transfer route planning.
126 Email MCP Server
Enables sending emails through 126 mailbox SMTP service with support for plain text/HTML content, CC/BCC recipients, and secure SSL/TLS connections.
13bm/GhidraMCP
🐍 ☕ 🏠 - MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol.
163 Email MCP Server
Enables interaction with 163 email accounts through IMAP/SMTP protocols. Supports reading unread emails, sending text/HTML emails with attachments, and saving email attachments through natural language commands.
1C Code Search MCP
Enables semantic search through 1C codebase exports using local CPU-based RAG with sentence transformers and FAISS indexing. Supports fast XML file indexing and retrieval of 1C code with metadata parsing.
1C Templates MCP Server
Provides storage, searching, and retrieval of 1C (BSL) code templates with a built-in web interface for easy template management. It enables AI assistants to fetch specific boilerplate code directly into editors using natural language search.
1Forge Finance MCP Server
An MCP (Multi-Agent Conversation Protocol) Server that provides an interface to the 1Forge financial APIs, allowing access to forex data and currency conversion services through natural language interactions.
1inch Cross-Chain Swap MCP Server
An MCP server that enables cross-chain token swapping between different blockchains using 1inch Fusion+ API, along with portfolio management tools for tracking assets across chains.
1mcpserver
MCP of MCPs. Automatic discovery and configure MCP servers on your local machine. Integration with Claude and Cursor.
1Panel MCP Server
Enables AI agents to manage server infrastructure through the 1Panel API, including Docker containers, databases, and system monitoring. It provides tools for website management, file operations, and application deployment via natural language comman
1Stay Hotel Booking
Hotel booking MCP server — the first transaction-complete hotel booking integration for AI agents. Search 300K+ properties in 140+ countries, get live rates and room details, and generate secure checkout URLs. No payment in the AI conversation — gues
2025 Tax Law Amendment MCP Server
Enables users to search and query information from the 2025 Korean tax law amendment PDF documents using natural language. Provides document indexing and retrieval capabilities through ChromaDB vector storage and LangChain integration.
21st.dev Magic AI Agent
Enables developers to generate beautiful, modern UI components through natural language descriptions. Integrates with popular IDEs to instantly create and customize React components inspired by 21st.dev's component library.
247afk Block Editor MCP Server
Enables AI assistants to read, build, and edit 247afk scripts in real-time through a local WebSocket bridge. It allows for live manipulation of block editor content directly within the browser.
2niuhe/plantuml_web
🐍 🏠 ☁️ 🍎 🪟 🐧 - A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation.
2slides MCP Server
Enables users to generate presentation slides using 2slides.com's API through Claude Desktop. Supports searching for slide themes, generating slides from text input, and monitoring job status for slide creation.
302AI BrowserUse MCP Server
A Model Context Protocol server that enables Claude Desktop to browse the web, likely allowing the AI to access and interact with web content.
302AI File Parser MCP Server
An MCP server that parses files for Claude Desktop, requiring a 302AI API key for operation.
302AI Sandbox MCP Server
A Model Context Protocol (MCP) server for Claude Desktop that connects to 302AI's API services, allowing users to integrate and leverage 302AI capabilities through a structured communication interface.
360 AI Cloud Drive MCP Server
An implementation of the Model Context Protocol that allows AI models to interact with 360 AI Cloud Drive, providing comprehensive file management capabilities including uploading, downloading, searching, and sharing files.
3D Asset Processing MCP
Enables processing, validation, optimization, and analysis of 3D models with glTF/GLB support, including format conversion, compression (Meshopt/Draco), texture optimization, and detailed model statistics.
3D Cartoon Generator & File System MCP Server
Enables high-quality 3D-style cartoon image generation using Google Gemini AI alongside secure file system operations like reading, writing, and managing directories. It provides a dual-purpose toolkit for creative asset generation and local file man
3D MCP Server
Enables AI-driven 3D model generation and manipulation using OpenSCAD through natural language commands. Users can create primitives, apply transformations, perform boolean operations, and export models to various formats like STL and OBJ.
3D-MCP
A universal Model Context Protocol implementation that serves as a semantic layer between LLMs and 3D creative software, providing a standardized interface for interacting with various Digital Content Creation tools through a unified API.
3D Printer MCP Server
#️⃣ ☁️ - A 3D printer MCP server that allows for getting live printer state, webcam snapshots, and printer control.
3dprint-oracle
📇 🏠 🍎 🪟 🐧 - 3D printing filament and materials knowledge base. 6,957 filaments from SpoolmanDB
3dsmax-mcp
Enables AI assistants to directly control Autodesk 3ds Max through natural language to create models, set materials, adjust lighting, and automate animations. It bridges the Model Context Protocol with 3ds Max via a TCP socket to execute Python and M
3GPP MCP Server
Enables AI assistants to access and search 3GPP telecommunications specifications through direct integration with the TSpec-LLM dataset. Provides real-time specification content, implementation requirements, and multi-spec comparisons for 3GPP standa
mcp-server-3gpp
Enables AI assistants to search and retrieve information from 3GPP specification documents, including full-text search and specific lookup for LTE and 5G NAS cause values. It comes with pre-processed data for major specifications covering NAS, RRC, a
402-mcp
L402 + x402 client MCP. AI agents discover, pay for, and consume any payment-gated API autonomously. Supports Lightning (NWC), Cashu ecash, stablecoins, and human-in-the-loop payments.
42Crunch MCP Server
Enables AI assistants to interact with the 42Crunch API security platform to search collections, retrieve API definitions, and access security assessments for OpenAPI specifications.
46elks MCP Server
Enables AI assistants and MCP-compatible clients to send and manage SMS messages through the 46elks API, leveraging Swedish telecommunications infrastructure.
4D Documentation Viewer
An MCP server and VS Code extension that enables users to fetch and browse 4D command documentation with integrated caching. It allows AI assistants to retrieve detailed technical content and open documentation links directly for 4D development suppo
4everland/4everland-hosting-mcp
🎖️ 📇 🏠 🍎 🐧 - An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave.
4get MCP Server
Enables web, image, and news search through the 4get Meta Search engine API. Features smart caching, retry logic, and comprehensive result formatting including featured answers and related searches.
4o-mini-search-mcp
An MCP server that enables AI models to search the web using OpenAI's 4o-mini Search model, allowing access to up-to-date information for just a few cents per search.
4Oimage MCP Server
Generate images using the 4o-image API and automatically open the results in your browser. This tool generates images based on your prompt and automatically opens them in your default browser, while
638Labs MCP Server
Connects MCP clients to the 638Labs registry to discover, route, and auction tasks across diverse AI agents. It enables price-based auctions where agents compete to provide the most cost-effective solutions for tasks like coding, translation, and dat
7pace Timetracker MCP Server
Enables intelligent time tracking for Azure DevOps work items through natural language commands in AI assistants, integrating directly with 7pace Timetracker API for seamless worklog management and reporting.
8th Wall MCP Server
Enables building WebAR experiences using natural language through tools for Three.js scene creation, project management, and asset integration within 8th Wall Desktop. It supports advanced features like face tracking, image targets, and automated 3D
a-25/ios-mcp-code-quality-server
📇 🏠 🍎 - iOS code quality analysis and test automation server. Provides comprehensive Xcode test execution, SwiftLint integration, and detailed failure analysis. Operates in both CLI and MCP server modes for direct developer usage and AI assistant int
A-MEM: Agentic Memory System
Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.
A-Share MCP Server
Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.
A Share MCP
A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.
A-SOC Trust MCP Server
Provides agent certification and trust verification tools for AI agents, enabling certification checks, trust score calculations, audit ticket issuance, and emergency kill switch activation through the A-SOC trust network.
A11y MCP Server
📇 🏠 - Web accessibility testing MCP server that analyzes URLs and HTML for WCAG 2.0/2.1/2.2
A1D MCP Server
A universal AI server that provides image and video processing tools (background removal, upscaling, vectorization, etc.) for any MCP-compatible client with simple setup.
A2A Aws Strands MCP Server
A2A agent server with MCP tools (weather, Jira, appointments) and streaming/non‑streaming clients. FastMCP + Google A2A SDK + AWS Strands
A2A Bridge MCP Server
MCP server for a2a bridge
A2A Client MCP Server
Enables LLMs to interact with Agent-to-Agent (A2A) protocol compatible agents, allowing them to send tasks, receive responses, track task status, and query agent capabilities through the Model Context Protocol.
A2A Governance Bridge MCP
A2A Governance Bridge - MCP server providing AI-powered tools and automation by MEOK AI Labs
A2A Market MCP Server
Connect AI agents to A2A Market — publish procurement intents, discover suppliers, negotiate prices, and settle orders via 31 MCP tools| | Long Description |A2A Market is an AI Agent-native commerce network. This MCP server exposes 31 tools covering
A2A-MCP Java Bridge
** - A2AJava brings powerful A2A-MCP integration directly into your Java applications. It enables developers to annotate standard Java methods and instantly expose them as MCP Server, A2A-discoverable actions — with no boilerplate or service registra
A2A Registry
Provides a unified registry for discovering and managing agents that implement the A2A (Agent-to-Agent) protocol, enabling registration, querying, and CRUD operations on agent metadata through both REST API and MCP tools.
A2A MCP Server
MCP server for a2a
A2Amcp Sdk MCP Server
MCP server for a2amcp sdk
A2AMCP
A Redis-backed MCP server that enables multiple AI agents to communicate, coordinate, and collaborate while working on parallel development tasks, preventing conflicts in shared codebases.
a2asearch-mcp
📇 ☁️ - MCP server to search 4,800+ MCP servers, AI agents, CLI tools and age
a2atlassian
Agent-to-Atlassian Give AI agents access to Jira and Confluence. Save credentials once, work from anywhere. Jira + Confluence · read-only by default · pre-configured connections · compact TSV output
A2CR
MCP server for AI-agent handoffs with client-encrypted WorkBaton checkpoints and WorkStash notes.
a2db
Most database MCP servers make you run one query at a time, repeat connection details on every call, and return results double-encoded inside JSON strings. a2db fixes all of that: Pre-configured connections — define databases in .mcp.json with --regi
aaaa-nexus-mcp
AAAA-Nexus MCP provides 135 tools for autonomous AI agent infrastructure: formally bounded trust scoring, RatchetGate session security, on-chain A2A escrow, EU AI Act / NIST compliance certification, DeFi parameter proofs, VRF gaming with cryptograph
AACT Clinical Trials MCP Server
Provides access to the ClinicalTrials.gov AACT database, enabling analysis of clinical trial data, tracking development trends, and generating therapeutic landscape insights.
AAP MCP Server
Enables comprehensive management of Ansible Automation Platform Controller and Gateway through 17 specialized tools covering job execution, inventory management, workflows, credentials, user administration, and system monitoring.
aapl-ads-mcp
📇 -
Aare.guru MCP Server
Provides access to real-time and historical water conditions of the Aare river in Switzerland, including water temperature, flow rates, swimming recommendations, and data from multiple monitoring locations along the river.
Aare MCP
Enables formal verification of LLM outputs against compliance ontologies using Z3 SMT solver. Validates that AI-generated content adheres to regulatory requirements like HIPAA or mortgage compliance rules.
Aareguru MCP Server
Provides Swiss Aare river swimming data including water temperature, flow rates, safety assessments, and forecasts. Enables AI assistants to answer questions about current conditions, compare cities, and provide safety recommendations based on offici
AARO ERP MCP Server
A Model Context Protocol server that enables Claude Desktop integration with AARO ERP system, allowing users to perform stock management, customer management, order processing, and other core ERP operations through natural language commands.
AAS LanceDB MCP Server
Provides AI agents with database-like operations over LanceDB with automatic BGE-M3 multilingual embedding generation, enabling semantic search, CRUD operations, and safe schema migrations across structured data.
Aave Liquidation MCP Server
Enables AI assistants to analyze Aave V3 positions on Ethereum, monitor health factors, identify liquidation opportunities, and query protocol data including collateral positions, debt composition, and real-time asset prices.
aaws - AI-Assisted AWS CLI
A Python CLI package aaws published to GitHub with PyPI distribution via GitHub Actions. Natural language in → AWS CLI command out, with explain, confirm, and safety layers. Available as MCP server.
Abacate Pay MCP Server
Enables integration with Abacate Pay API for managing payments, customers, and billing through AI assistants. Supports multi-tenancy, PIX QR codes, discount coupons, and payment simulation with secure per-request API key authentication.
ABANCA MCP Server
Connects the ABANCA OpenBanking API (PSD2) with LLMs to provide secure access to bank accounts and transaction history. It features automated OAuth authentication and data minimization to optimize banking information for AI context windows.
ABAP MCP Server
Provides unified ABAP and RAP documentation search, document retrieval, and ABAP feature matrix lookups. It also enables local ABAP linting to streamline development and documentation workflows via the Model Context Protocol.
ABAP MCP
An AI-powered server that provides comprehensive coding assistance for SAP ABAP development, including tools for code generation, analysis, and refactoring. It integrates with various LLMs and the SAP ADT REST API to enable intelligent interaction wi
abap-mcpb
Enables SAP ABAP development by connecting Claude Desktop to SAP systems via the ADT API for reading, writing, and deploying code. It offers 25 tools covering object management, transports, quality assurance, and SQL data access.
Abb Robotstudio MCP Server
MCP server for ABB RobotStudio (SDK Add-In) and ABB controllers (Robot Web Services)
ABLESTACK MOLD MCP Server
Exposes ABLESTACK MOLD API through MCP tools with the mold_\\* namespace, enabling direct CloudStack API calls, exploration, and debugging. Supports automatic API registration, async polling, parameter expansion, and signature debugging for comprehens
Ableton Copilot MCP Server
MCP server for ableton copilot
Ableton Live MCP
Enables AI agents to control and inspect Ableton Live by executing Python code directly against the Live Object Model. It allows for automated track management, MIDI note creation, and real-time session manipulation through a natural language interfa
ableton-live-mcp
Enables AI agents to control Ableton Live by evaluating arbitrary Python code and using predefined tools for common tasks, supporting voice and text commands for music production.
Ableton MCP
Enables natural language control over Ableton Live for generating musical patterns, melodies, and full song arrangements. It also provides tools for sample searching and mixing assistance through an OSC-based connection with Claude Desktop.
AbletonMCP Enhanced
Connects Ableton Live to AI assistants through Model Context Protocol (MCP), enabling natural language control of music production tasks like track creation, MIDI editing, instrument loading, and playback control.
AbletonMCP
Connects Claude AI to Ableton Live through the Model Context Protocol, enabling prompt-assisted music production with track creation, instrument loading, clip editing, and session control. Allows users to create complete musical arrangements by descr
ABOVO MCP Server
Publish content to the web by emailing [email protected]. No API key, no signup. SMTP is the API.
ABP.IO MCP Server
Enables AI models to interact with ABP.IO applications through over 48 tools for managing modules, entities, users, and multi-tenancy. It supports comprehensive application lifecycle management and automated UI generation across multiple frameworks i
ABSD DevOps MCP Server
Enables secure local filesystem operations and interactive terminal sessions for AI assistants. Provides 12 tools for file management, directory operations, code searching, and running interactive REPLs with security protections.
Absher Voice Assistant MCP Server
Enables interaction with Saudi government services through the Absher platform, supporting identity verification, user profile management, and service discovery. It allows users to perform tasks like renewing passports, querying traffic fines, and bo
Abstract MCP
A smart proxy server that prevents context window bloat by caching large tool responses to local files and returning compact resource links. It supports format conversion and data uploads, allowing LLMs to handle massive datasets without consuming ex
abstractapi-mcp-server
abstractapi-mcp-server
Abuse.ch Threat Intelligence MCP Server
Enables querying threat intelligence data about files, URLs, IPs, and domains from multiple abuse.ch platforms (MalwareBazaar, URLhaus, and ThreatFox) through a unified API. Provides comprehensive security reports and threat analysis data for cyberse
AbuseIPDB MCP Server
Integrates with the AbuseIPDB API to check IP addresses for abuse reports and report abusive IP addresses.
inference.sh
Run 150+ AI apps — image, video, audio, LLMs, 3D and more. Browse, execute, stream results.
Ac Tandem Docs MCP Server
Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.
Academiadepolitie.com MCP Server
Provides AI tutoring capabilities for Romanian police academy entrance exam preparation, enabling students to access educational content, track learning progress, and collaborate with peers. Connects to the Academiadepolitie.com platform serving over
Academic Author Network MCP Server
Enables analysis of academic author networks and research collaborations by retrieving co-authors and research keywords from sources like Semantic Scholar, OpenAlex, Crossref, and Google Scholar.
Academic Author Network MCP Server
MCP server for academic author network
Academic MCP Server
Enables AI assistants to search across multiple academic databases (PubMed, arXiv, bioRxiv, medRxiv, Semantic Scholar) through a unified interface. Supports advanced filtering, metadata retrieval, PDF downloads, and comprehensive research workflows w
Academic MCP
Enables users to search, download, and read academic papers from multiple platforms including arXiv, PubMed, bioRxiv, Google Scholar, Semantic Scholar, and CrossRef through a unified interface.
Academic Paper Search MCP Server
MCP server for academic paper search
ACC.MCP
An MCP server that exposes Autodesk Platform Services (APS) as tools for AI assistants to interact with the APS Data Management API. It enables users to authenticate and manage hubs, projects, and folders through a standardized interface.
Accela MCP
A Model Context Protocol server that wraps the Accela Construct API as a curated, capability-grouped tool set for Accela Civic Platform, safe by default with read-only access.
Access and SQLite MCP Server
Enables AI interaction with Microsoft Access and SQLite databases to perform SQL queries, updates, and data management. It supports importing and exporting data via CSV and Excel files and includes tools for managing human-readable notes about databa
Access Context Manager API MCP Server
An MCP server that provides access to Google's Access Context Manager API, enabling management of service perimeters and access levels through natural language.
Access MCP Server by CData
Access MCP Server by CData
Access Self-Hosted MCP Server
An MCP server protected by Cloudflare Access, validating JWTs to conditionally expose tools based on user identity.
Accessibility AI MCP
Accessibility AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
Accessibility MCP Server
Enables AI agents to perform comprehensive accessibility audits on websites using Playwright and axe-core against WCAG standards. Provides detailed compliance reports with violation summaries and remediation guidance across multiple browsers.
Accessibility Testing MCP
Enables accessibility testing of websites and HTML content using axe-core and IBM Equal Access engines. Supports WCAG compliance checking, multi-viewport testing, and provides detailed violation reports with remediation guidance.
accessibility-mcp
Exposes WAI-ARIA Authoring Practices Guide (APG) patterns, providing narratives, keyboard guidance, and official source code examples for accessible widgets. It includes tools for listing patterns, retrieving specific specs, and performing semantic s
Accessible Color Contrast MCP
Enables checking WCAG color contrast ratios and accessibility compliance between color pairs. Helps determine optimal text colors for backgrounds and validates color combinations meet accessibility standards.
Accord Server MCP
Connects AI agents to Accord chat server instances via the Model Context Protocol to manage spaces, channels, and messages. It supports a comprehensive range of operations including searching conversation history, sending messages, and performing ser
Account and Transaction MCP Server
An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.
Accounting AI MCP
Accounting AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
Accounting MCP Server
Enables personal financial management through AI assistants by providing tools to add transactions, check balances, list transaction history, and generate monthly summaries. Supports natural language interaction for tracking income and expenses with
Accounting MCP
A personal financial management tool that enables AI assistants to record transactions, check balances, and provide monthly financial summaries via the Model Context Protocol. It allows users to manage their expenses and income through natural langua
Accounting Practice MCP Server
Automates comprehensive accounting workflows including bookkeeping, tax planning, payroll processing, sales tax compliance, and client management. Integrates with QuickBooks and processes financial documents with AI-powered transaction categorization
ACE MCP Server
Implements Agentic Context Engineering to create self-improving AI coding assistants that learn from execution feedback and build persistent knowledge playbooks. Reduces token usage by 86.9% while improving code accuracy by 10.6% through incremental
AceDataCloud/MCPNanoBanana
🐍 ☁️ - NanoBanana AI image generation and editing with virtual try-on and pr
AceDataCloud/MCPShortURL
🐍 ☁️ - Free URL shortening with batch support (up to 10 URLs), permanent 'surl.id'
acheron-mcp-server
📇 🏠 - Cross-surface persistent memory for Claude. Bridges context between Claude Chat,
ACI MCP Server
Enables management and configuration of Cisco ACI (Application Centric Infrastructure) fabrics through the APIC REST API, providing 35+ tools for tenant management, network policies, EPGs, bridge domains, VRFs, contracts, and health monitoring.
ACM MCP Server
An MCP server that automates Aspen Custom Modeler (ACM) via COM, enabling steady-state and dynamic simulations and variable manipulation. It allows users to programmatically manage ACM sessions and interact with .acmf files through standardized tools
Acme Operations Assistant
MCP server providing business tools for customer support and account management, integrated with SQLite, OpenAI, and Streamlit.
acme-mcp
A nested MCP system that demonstrates server composition by using an orchestrator to manage an internal vector store for semantic search. It enables complex, multi-hop retrieval and reasoning over a knowledge base through an agentic reasoning loop.
ACMS (Apple Container MCP Server)
Provides programmatic access to Apple's container CLI tool on macOS, enabling users to perform 50+ container operations including creation, management, and system control of Apple Silicon containers.
ACOMO MCP Server
Enables interaction with ACOMO API through MCP tools and resources. Provides comprehensive API exploration, operation calling, and schema inspection capabilities for ACOMO backend services.
ACP Commerce MCP Server
Enables AI agents to perform e-commerce operations through a standardized interface implementing the x402 and Agentic Commerce Protocol (ACP). Supports merchant sessions, product search, and payment orchestration with production-ready security featur
ACP-MCP-Server
A bridge server that connects Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) clients, enabling seamless integration between ACP-based AI agents and MCP-compatible tools like Claude Desktop.
Acp MCP Server
Get information about the ACP-MCP bridge server
ACR — Agent Composition Records
Interaction profile registry for AI agents. Log interactions to build a behavioral profile, query it through lenses: friction, coverage, stable corridors, failure registry, and trend. 21 tools.
Acrolinx MCP Server
A Model Context Protocol server that integrates with the Acrolinx NextGen API to provide advanced text analysis and improvement capabilities to AI assistants like Claude, offering features such as text rewriting, content analysis, and writing suggest
Act CRM MCP Server by CData
This read-only MCP Server allows you to connect to Act CRM data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
Act-On MCP Server by CData
This read-only MCP Server allows you to connect to Act-On data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
actiongate
Pre-execution safety layer for autonomous agent wallets. Risk scoring, transaction simulation, and policy enforcement via MCP.
ActionKit MCP Server
An MCP server that connects to Claude Desktop and provides access to Slack actions through ActionKit, allowing users to interact with Slack via their authenticated Paragon credentials.
Actionstep MCP Server
MCP server for Actionstep — full API coverage for law firm practice management.
Active Directory MCP Server by CData
Active Directory MCP Server by CData
ActiveCampaign MCP Server by CData
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for ActiveCampaign (beta): https://www.cdata.com/download/download.aspx?sku=JUZK-V&t
ActiveCampaign MCP Server
An MCP server that enables AI tools to interact with ActiveCampaign API, allowing contact management and tracking event analysis through natural language queries.
ActiveCollab MCP Server
A local Model Context Protocol server that enables secure interaction with self-hosted ActiveCollab instances. It allows users to query projects, tasks, time records, and team notifications through natural language while keeping API credentials local
Activepieces MCP Server
An open source automation platform that converts over 280+ integrations into MCP servers, enabling LLMs to interact with various services through Claude Desktop, Cursor, or Windsurf.
Activepieces MCP
An open source toolkit that converts 280+ integrations into MCP servers for use with Claude Desktop, Cursor, or Windsurf, enabling AI automation through a type-safe pieces framework written in TypeScript.
Activity Collector MCP
Collects and aggregates developer activity data from GitLab, GitHub, Google Calendar, and Outlook Calendar. Enables tracking of commits, pull requests, code reviews, issues, and meeting information across multiple platforms with secure OAuth authenti
Activitywatch MCP Server
MCP server for activitywatch
Actlane MCP Server
Actlane is a AI capability contracts, that defines the safe lane for AI agent actions by transforming fragmented tools and prompts into a single, policy-protected, and auditable contract
Actor Critic Thinking MCP Server
A sophisticated tool for dual-perspective performance analysis through actor-critic methodology. This tool enables comprehensive evaluation of performances, creative works, or decisions by embodying b
Actual Budget MCP Server
Enables AI assistants to interact with Actual Budget for personal finance management through natural language, supporting transactions, account balances, budget tracking, spending analysis, and payment searches.
AcuityScan MCP Server
Enables AI clients to run comprehensive website scans for security, accessibility, performance, and SEO using the AcuityScan API.
Acumatica MCP Server by CData
This read-only MCP Server allows you to connect to Acumatica data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
Acunetix MCP Server
Exposes the Acunetix Scanner API as a streamable HTTP MCP server, allowing clients to interact with security scanning tools via standardized requests. It enables automated vulnerability management and integration with platforms like GhostReconRev thr
Ad Library MCP
Searches and analyzes competitor ads and content across Meta, Google, Instagram, TikTok, and YouTube with AI-powered creative analysis and cross-platform brand discovery.
Adam MCP Server
MCP Server with Claude AI integration for intelligent web scraping
Adamik Blockchain And Ai MCP Server
MCP server for adamik blockchain and ai
Adamik MCP Server
Enables read and write interactions with 60+ blockchain networks through Claude Desktop, providing a standardized multi-chain API for transaction management, account insights, staking, and token interactions.
Adaptive Recall
Adaptive MCP memory system for AI applications. Learns which retrieval strategies work for your data, scores results using cognitive science models, builds a knowledge graph automatically, and validates every parameter change against real query histo
ADB Screenshot MCP Server
A Model Context Protocol server that enables remote management of Android devices over WiFi, including taking screenshots, listing connected devices, and retrieving device information.
Adb MCP Server
MCP server for adb
AdCraft MCP Server
Enables AI-powered generation of platform-optimized ad copy for Facebook, Google Ads, and LinkedIn by wrapping the AdCraft API. It allows users to create tailored marketing content based on specific product descriptions, target audiences, and desired
Addition MCP Server
A simple demonstration MCP server that provides a basic arithmetic tool for adding two numbers together, showcasing how to build custom MCP servers with input validation.
AddressPenny MCP Server
An MCP server for AddressPenny address validation that enables users to validate postal addresses, bulk-clean address lists, and extract addresses from unstructured text through Claude Desktop, Cursor, and other MCP-compatible agents.
addTaskManager MCP Server
Integrates with the addTaskManager iOS/macOS app to manage tasks, projects, and ideas through the ADD (Assess-Decide-Do) framework. Enforces realm-based restrictions where users can create/edit content in Assess, assign contexts/dates in Decide, and
ADEO CTI MCP Server
A Model Context Protocol server that provides access to Shodan and VirusTotal APIs for cybersecurity analysis, enabling analysts to perform network intelligence operations including host lookups, vulnerability analysis, and threat intelligence gather
adeptus-innovatio/solvitor-mcp
🦀 🏠 - Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them.
Adfin
** - The only platform you need to get paid - all payments in one place, invoicing and accounting reconciliations with [Adfin](https://www.adfin.com/).
Adjust MCP
MCP server that interfaces with the Adjust API, allowing you to query mobile analytics reports, metrics, and performance data using natural language from any MCP client like Cursor or Claude Desktop.
Adjust MCP Server
MCP server for adjust
ADK MCP Agent
A streaming chat agent that integrates Google ADK with Model Context Protocol and Google Maps tools, enabling users to interact with location-based services through a conversational interface.
Adk Mcp MCP Server
This project showcases an Agent Development Kit (ADK) agent that interfaces with a local SQLite database. The interaction is enabled through a Model Context Protocol (MCP) server, which exposes tools for querying and updating the database.
AdKit
Manage ad campaigns across Meta, Google, and TikTok, create campaigns, analyze performance, spy on competitors, and generate AI creatives.
ADM1 MCP Server
Enables natural language control of anaerobic digestion modeling using the internationally recognized ADM1 standard. Supports wastewater treatment simulation for process design and optimization with AI-powered feedstock analysis, multi-reactor config
Admina MCP Server
Enables interaction with the Admina API to manage and query organizational SaaS resources including devices, user identities, service integrations, and account information across multiple services.
AdminMCP
Provides LLMs with administrative capabilities to execute shell commands on local systems through a pseudo-terminal environment with Unix Domain Socket communication.
AdMob MCP Server
Connects Claude to the Google AdMob API to provide a conversational interface for managing and analyzing ad revenue data. It enables users to generate custom network reports, track performance trends, and diagnose revenue fluctuations using natural l
Adobe Analytics MCP Server by CData
Adobe Analytics MCP Server by CData
Adobe Commerce MCP Server by CData
This read-only MCP Server allows you to connect to Adobe Commerce data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
Adobe Commerce Support MCP Server
Generates professional Adobe Commerce support responses from case findings. Supports both structured and mixed content formats with automatic categorization capabilities.
Adobe Creative Suite MCP Server
MCP server for adobe creative suite
Adobe Experience League MCP Server
Enables AI assistants to search and fetch documentation content from Adobe Experience League, allowing natural language queries to retrieve Adobe product documentation and articles.
Adobe Express MCP Server
Enables Adobe Express add-on developers to scaffold projects, access code examples, query SDK documentation, and get implementation guidance for building Adobe Express add-ons.
Adobe Illustrator MCP Server
MCP server for adobe illustrator
Adobe Photoshop Controller MCP Server
MCP server for adobe photoshop controller
ADP MCP Server by CData
ADP MCP Server by CData
adr-skills
📇 🏠 - Automatically generates Architecture Decision Records (ADRs) from Claude Code convers
Ads B Exchange MCP Server
MCP server for ads b exchange
Ads Manager MCP Server
Enables users to analyze, manage, and optimize digital advertising campaigns through natural language conversations in Claude, offering performance insights, interactive visualizations, and campaign management for platforms like Amazon Ads.
AdsPower LocalAPI MCP Server
A Model Context Protocol server that enables LLMs to interact with AdsPower browser LocalAPI, allowing for operations like creating, opening, updating, and managing browser profiles with custom fingerprints.
ADT MCP Server
Enables interaction with SAP ABAP systems through ABAP Development Tools (ADT), providing access to repository objects, source code, where-used analysis, and SQL queries with support for both on-premise and BTP systems.
adtk
The most comprehensive Azure DevOps MCP server & CLI — 13 tools, 82 actions, single Go binary.
Advanced Hasura GraphQL MCP Server
Enables AI agents to interact with Hasura GraphQL endpoints to discover schema structures and execute queries or mutations. It provides specialized tools for table introspection, data previewing, and performing data aggregations through natural langu
Advanced HWP MCP Server
Enables comprehensive control of Korean Hangul (HWP) documents with 59 features including document manipulation, text editing, formatting, table operations, PDF export, and advanced automation capabilities like template filling and document structure
Advanced Keycloak MCP server
Advanced Keycloak MCP server
Advanced MCP Features
A workshop repository teaching advanced Model Context Protocol features for building AI-connected apps with deeper integration capabilities.
Advanced MCP Server
Provides AI coding agents with a secure, sandboxed environment for executing coding tasks including file operations, command execution, and testing. Features session management, policy enforcement, and Docker-based sandboxing for safe code execution
Advanced Obsidian MCP Server
Empowers AI agents to deeply understand and interact with Obsidian vaults through the Local REST API, enabling advanced features like vault structure discovery, graph analysis, command execution, and batch file operations.
Advanced Prompting Engine
An MCP server that provides a multidimensional philosophical framework for prompt engineering by mapping intent across ten distinct branches of thought. It generates a principled construction basis, including active constructs and spectrum tensions,
Advanced Reasoning MCP Server
An MCP server that enhances sequential thinking with meta-cognitive capabilities including confidence tracking, hypothesis testing, and organized memory storage through graph-based libraries and structured JSON documents.
Advanced Reasoning With Deepseek MCP Server
MCP server for advanced reasoning with deepseek
Advanced Reasoning MCP Server
MCP server for advanced reasoning
Advanced Trello MCP Server
An enhanced Model Context Protocol server providing comprehensive integration between Trello and Cursor AI with 40+ tools covering multiple Trello API categories for complete project management.
Advanced TTS MCP Server
Provides high-quality text-to-speech synthesis with 10 natural voices, emotion control, and dynamic pacing for professional applications requiring expressive speech output.
Advanced Web Fetching MCP Server
Enables fetching and processing web content with advanced features including batch processing of up to 20 URLs, streaming support, metadata extraction, and multiple output formats (HTML, Markdown, plain text) with enterprise-grade security and global
Adversary MCP Server
A security-focused server that integrates with Cursor IDE to provide real-time vulnerability detection, exploit generation, and security insights during software development.
Advertising-Analysis
A demonstration project of an MCP server for injecting advertisements into LLM responses, showcasing the risks of advertising injection middleware.
Advocu MCP Server
Submit a content creation activity draft
AdWeave Meta Ads
Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insights — plus AI-powered campaign diagnosis and buyer personas.
Adwords MCP
A joke/demo Model Context Protocol server that injects cringe-worthy advertisements into LLM responses, showcasing both how to build MCP servers and the risks of ad-injecting intermediaries.
Adyen Checkout Utility Service MCP Server
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with Adyen's Checkout Utility Service API through natural language, auto-generated using AG2's MCP builder.
Adzuna Jobs MCP Server
Provides AI assistants with access to the Adzuna Job Search API to search millions of job listings, analyze salary data, and research top employers across 12 countries with comprehensive filtering options.
AE MCP Server
An MCP server that enables AI assistants to control Adobe After Effects through a file-based communication bridge. It supports various operations including project and composition management, layer and keyframe manipulation, rendering, and batch proc
AEAT MCP Server
Provides access to official Spanish fiscal data and tools based on AEAT and BOE sources, covering income tax, VAT, and regional deductions. It enables AI assistants to answer tax-related queries and verify filing deadlines using verified information.
Aedifion MCP Server
Enables AI assistants to interact with the aedifion cloud platform for building performance optimization and IoT data management. It provides over 95 tools for monitoring timeseries data, managing project components, and executing building analytics
aegis-defi
Safety layer for autonomous DeFi agents. Scans contracts for exploit patterns, simulates transactions, blocks honeypots.
aegis-dq
Agentic data quality MCP server — runs structured validation rules against warehouses (DuckDB, BigQuery, Athena, Databricks, Postgres), diagnoses failures with LLM root cause analysis, and proposes SQL remediations. Full audit trail of every AI decis
Aegis MCP Server
An enforcement layer that validates AI agent actions against governance policies, including path permissions and content scanning, at runtime. It enables secure, role-based execution of file operations and commands with zero token overhead by process
Aegis-ZK
On-chain trust verification for AI agent tools. Agents query skill attestations, audit levels, and risk scores before running third-party MCP servers, so you know what's safe before you execute.
AegisReader Security MCP Server
A government-oriented MCP server implementing security controls for AegisReader development with features including task management, security analysis, and secure operations functionality.
AegisX MCP
Provides AI assistants with access to AegisX UI components, CRUD generator commands, development patterns, and API contract discovery tools. It enables developers to browse component documentation, build generation commands, and test authenticated AP
AEM Assets MCP Server
An MCP server that enables interaction with Adobe Experience Manager (AEM) Assets through the Author API. It allows users to browse folders, search for assets, retrieve detailed asset information, and perform bulk metadata updates using natural langu
AEM Block Collection MCP Server
Enables access to AEM block metadata by reading structured information from blocks.json files. Provides a simple tool to list available blocks with their descriptions, file paths, and counts.
AEM MCP Server
A comprehensive Model Context Protocol server for Adobe Experience Manager that provides 35+ REST/JSON-RPC API methods for complete content, component, asset, and template management. Enables AI-powered AEM automation through natural language interfa
AEMET-MCP
An MCP server that allows retrieving meteorological and climate data from Spain's State Meteorological Agency (AEMET) API directly from Claude AI and other MCP-compatible clients.
Aemet MCP Server
MCP server for aemet
aemo-mcp
MCP server for the Australian Energy Market Operator (AEMO) National Electricity Market. Plain-English access to 5-min dispatch prices, regional demand, interconnector flows, generation by fuel, rooftop PV.
AEONOS
AEO & GEO strategy agent. Get cited by ChatGPT, Perplexity, Claude, and Google AI Overviews. Delivers schema markup, llms.txt, strategy audits, and progress reports via x402 payments on Base.
Aer Mcp American Economic Association Journals MCP Server
MCP server for aer mcp american economic association journals
Aerobic Design MCP Server
An intelligent MCP server for the automated design and sizing of aerobic biological wastewater treatment systems using membrane bioreactor (MBR) technology. It leverages ASM2d kinetics to perform mass balance calculations, flowsheet selection, and ge
Aerospace MCP
Enables flight planning and aviation operations through intelligent airport resolution, great-circle route calculation, and aircraft performance estimation. Supports 28,000+ airports worldwide and 190+ aircraft types for comprehensive flight planning
aerostack-registry
Search and discover 100+ hosted MCP servers on Cloudflare's edge with semantic search. Browse tools, get full parameter schemas,and execute functions — one URL, no auth needed for discovery. Includes Slack, Stripe, GitHub, AWS, Discord, Salesforce, a
aesthetics-wiki-mcp
🐍 🏠 🍎 🪟 🐧 - Search, read, and discover thousands of visual ae
Aevo-MCP
Connect AI agents to the Aevo trading platform. Retrieve market data, manage accounts, and execute trades easily
AF_MCP
Enables automated device blocking and unblocking operations with authentication, whitelist, and confirmation modes for AF security devices.
Affilio Link Tools
Affilio.link URL shortener — shorten affiliate links, get QR codes, powered by Affilio's affiliate link management platform.
Affilync MCP Server
Enables users to manage affiliate marketing directly within Claude by connecting to the Affilync platform. Affiliates can search campaigns and track earnings, while brands can create campaigns, monitor performance, and manage affiliate applications t
Affinity MCP Server
Enables AI assistants to control the Affinity creative suite on macOS through natural language, allowing for automated design tasks, UI interaction, and file operations. It leverages AppleScript and System Events to bridge AI commands with profession
AFK Mode
An MCP server that bridges VS Code Copilot to your mobile device, allowing you to monitor task progress and respond to decision prompts while away from your desk. It features real-time push notifications, a web-based dashboard, and interactive tools
Africa Payments MCP
A unified interface for major African payment providers including M-Pesa, Paystack, and MTN MoMo. It enables users to process payments, request funds, and manage transactions across the continent using natural language commands.
Africa's Talking Airtime MCP
Enables users to manage airtime transactions through the Africa's Talking API, allowing them to check account balance, send airtime to phone numbers, view transaction history, and analyze top-up patterns across supported African countries.
After Effects Motion Control Panel
A robust system that connects web UI to After Effects, enabling real-time command processing and monitoring with comprehensive error handling.
ag402-mcp
Ag402 is the payment layer for Coinbase's x402 protocol. Wrap any API or MCP server with a paywall in one command (ag402 serve), or let your AI agent auto-pay for paid APIs (ag402 run). Zero code changes for both buyers and sellers. Solana USDC, ~0.5
AGA-mcp-server
This server acts as a Portal (zero-trust Policy Enforcement Point) for AI agents. Every tool call is attested, measured against a sealed cryptographic reference, and logged to a tamper-evident continuity chain with signed receipts.
AGE-MCP-Server
An MCP server that provides natural language interaction with Apache AGE graph databases, allowing users to query, visualize and manipulate graph data in PostgreSQL through Claude AI.
Agency AI MCP Server
Enables AI assistants to recommend specialized AI operations services, perform organizational readiness assessments, and automate consultation bookings. It acts as a digital sales agent for discovery and client onboarding via the Model Context Protoc
Agency Lona Trading MCP Server
AI-powered trading strategy development: backtesting, market data, and portfolio analysis
agency-mcp-server
On-demand access to 150+ specialist AI agent templates — search, browse, and spawn agents. 150x reduction in context usage vs loading agents locally.
Agenda App MCP Server
MCP server for agenda app
Agenda Intelligence
Auditable strategic-risk memos for AI agents: sanctions, regulatory, geopolitics, trade.
Agent 365
An authenticated MCP app that calls Microsoft Graph API via OBO flow and renders interactive Fluent UI widgets inside M365 Copilot Chat.
Agent.AI MCP Server
An externally deployable server designed to be hosted on Vercel that can be called from other applications, allowing integration with Agent.AI's Multi-Context Processing capabilities.
agent-audit
Security scanner for MCP servers. Detects prompt injection, command injection, auth bypass, and excessive permissions across tools, resources, and prompts.
Agent Bazaar MCP Server
MCP server for noui.bot Agent Bazaar — agent-first infrastructure tools. Platform stats, service discovery, deploy rail, and feedback reporting. Install via npx -y @forthebots/mcp-server.
Agent Billy MCP Server
Provides secure, role-based access to Stripe billing operations for AI assistants like Claude and Cursor. It enables users to manage customers, subscriptions, invoices, and refunds through a local proxy with server-side permission enforcement.
Agent Blueprint
📇 ☁️ - 8 MCP tools for exploring and downloading AI agent blueprints. List b
agent-bom
🐍 🏠 ☁️ 🍎 🪟 🐧 - AI supply chain security scanner with 18 MCP tools. Auto-discovers 20 MCP clients, scans depen
Agent Browser MCP Server
A browser automation MCP server hosted on Vercel that enables AI agents to perform web interactions like clicking, typing, and capturing screenshots via Browserless.io. It supports persistent session management and Basic authentication for seamless n
Agent Collaboration MCP Server
Enables AI agents to orchestrate a team of sub-agents through tmux sessions for complex task delegation and parallel implementation. It provides tools for launching agents, monitoring their real-time status, and managing communication between them.
Agent-Comm-Hub
Build production-grade multi-agent communication infrastructure in minutes. Real-time messaging, task scheduling, shared memory, and trust-based evolution — all via MCP + SSE.
Agent Commerce Payments MCP
Agent Commerce Payments - MCP server providing AI-powered tools and automation by MEOK AI Labs
agent-comms-mcp
Enables multiple Claude Code instances to communicate through direct messages and topic-based channels. It features a real-time web dashboard for monitoring conversations and includes a persistent mailbox for offline message delivery.
Agent Communication MCP Server
Enables Claude to coordinate multiple specialized AI agents by creating tasks, tracking their complete thought process and execution in real-time, and monitoring progress across parallel workflows with full transparency.
Agent Construct
An MCP server implementation that standardizes how AI applications access tools and context, providing a central hub that manages tool discovery, execution, and context management with a simplified configuration system.
Agent Core
A local capability layer for AI agents providing persistent memory, credential management, connectors, and activity tracking.
Agent Data Bridge
An MCP server that provides data bridging from Spring Boot interfaces and a lightweight Python sandbox for script execution. It enables agents to fetch data as Markdown or Parquet files and perform automated data analysis within a controlled environm
Agent Delegation MCP
Agent Delegation - MCP server providing AI-powered tools and automation by MEOK AI Labs
agent-deploy-dashbaord
🐍 ☁️ - Unified deployment dashboard MCP server across Vercel, Re
agent-discovery-mcp
An MCP server that lets your AI coding agent (Claude Code, OpenClaw, Codex, Cursor, etc.) discover and pay on-chain agents registered on ERC-8004, using Coinbase's official x402 protocol. No smart account. No bundler. No relay. Just your EOA, an HTTP
agent-droid-bridge
🐍 🏠 - MCP server giving AI agents programmatic control over Andr
Agent Email
An open-source MCP server that provides AI agents with secure access to read, search, and manage emails via Microsoft 365 and Gmail. It features security-first defaults like recipient allowlists and markdown content conversion to facilitate safe agen
Agent Farm
An orchestration platform for deploying parallel swarms of tool-enabled AI agents to perform complex tasks like code generation, system monitoring, and multi-perspective analysis. It features a unique chunked write pattern that enables the creation o
Agent Feedback Loop
Enables agents to report and query performance metrics to build a community-driven quality database for MCP tools. This server helps agents discover and select the most reliable tools based on success rates and user-reported quality scores.
agent-friend
General purpose toolbox for AI applications
agent-guard-mcp
agent-guard-mcp
Agent-hive
Shared knowledge graph for AI coding agents. Search, create, and link verified technical knowledge across 12 node types with trust scoring, demand signals, and auto-provisioning. Install: npx agent-hive-mcp
Agent HQ
A local MCP server that enables direct, persistent communication between multiple Claude Code agent sessions through a secure messaging channel. It includes built-in guardrails to manage message exchanges and supports optional human monitoring via Te
Agent HTTP
Provides an HTTP API for Claude Code using a native MCP channel to enable stable message exchange without terminal screen-scraping. It allows users to programmatically send messages, retrieve conversation history, and stream real-time events via stan
Agent Hub MCP
Enables multi-agent collaboration across different AI assistants and projects by providing a universal coordination layer for MCP-compatible agents to communicate, share context, and coordinate complex tasks seamlessly.
Agent Identity Protocol (AIP)
Provides cryptographic identity and signing capabilities for AI agents, enabling them to create persistent identities, sign actions with private keys, and allow external systems to verify the authenticity and provenance of agent-initiated operations.
agent immune
Adaptive security for AI agents: assess inputs for prompt injection, scan outputs for credential/PII leaks, teach new attack patterns to semantic memory, harden prompts, and monitor metrics. Runs locally via MCP stdio.
Agent Index MCP Server
Enables users to search and discover over 500 AI agent endpoints and x402 APIs directly from MCP-compatible clients like Claude and Cursor. It provides tools to query endpoints by keyword, category, or capability while offering access to detailed pro
Agent Infra Dev MCP Server
Local agent infrastructure with Qwen SDK, MCP servers, task scheduling, OpenAI-compatible API, and real-time streaming reasoning via WebSocket.
Agent Interviews
Conduct AI-powered qualitative research interviews and surveys at scale with [Agent Interviews](https://agentinterviews.com). Create interviewers, manage research projects, recruit participants, and analyze interview data through MCP.
Agent Jobs MCP Server
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system of the AI Connect platform, supporting operations like listing, creating, and canceling jobs.
Agent Knowledge MCP
A comprehensive Model Context Protocol server that integrates Elasticsearch search with file operations, document validation, and version control to transform AI assistants into powerful knowledge management systems.
agent-knowledge
Long-term memory for AI agents. Compiles conversations into a structured knowledge base with Claim/Evidence model, source provenance, append-only timeline, and contradiction detection. Multi-path retrieval (Exact + BM25 + Graph + weighted RRF + reran
agent-link-mcp
MCP server for bidirectional AI agent collaboration — 5 tools for spawning and communicating with any agent CLI
Agent MCP BrightData
An intelligent agent using the Model Context Protocol to iteratively explore and analyze websites in a structured way, with built-in duplicate protection and conversational interface.
Agent MCP Gateway
Provides per-Subagent MCP controls to any coding agent or client across all your MCPs and prevents context window waste. Loads only 3 tools instead of all your MCP Server's tool definitions. Agents discover tools on-demand, only when needed and only
Agent MCP Weather Template
A template MCP server that provides weather forecasting functionality by fetching current and hourly temperature data from the Open Meteo API for any given latitude and longitude coordinates.
Agent Memory Bridge
🐍 🏠 - MCP-native, local-first memory for coding agents that turns codi
agent-memory-hub
Enables AI agents to store, search, and retrieve long-term memories with BM25 full-text search, auto-tagging, and importance scoring.
agent-memory-mcp
MCP server that exposes agent-memory-daemon to any MCP-compatible client — Kiro (CLI & IDE), Claude Desktop, Cursor, and others. The daemon does the thinking (consolidation + extraction); this server is a thin filesystem bridge so agents can read, ap
Agent Module
📇 ☁️ - Agent-native knowledge infrastructure. Deterministic, vertical-specific knowledge bases engineered for
agent-mosaic-skill
Official BMBrick engine for converting local images into high-fidelity LEGO-style brick mosaics for AI agents.
Agent-MQ
agent-mq is a message queue that enables AI coding agents to communicate with each other across sessions and machines. Agents can send messages, delegate tasks, and coordinate work — all through MCP tools. Supports Claude Code, Cursor, Codex, OpenCla
Agent-net
AI agent marketplace with MCP support and HTTP 402 micropayments (x402/intmax402).
agent-orchestration
A multi-agent runtime that coordinates six specialized agents through a typed artifact pipeline with 41 RPC methods. It features dynamic autonomy levels and context sufficiency scoring that adjust agent behavior based on the operator's state and task
Agent Orchestrator MCP Server
A multi-agent task management system for AI applications that enables users to create agents with roles and capabilities, delegate tasks with trust-based routing, coordinate file access to prevent conflicts, and monitor performance through a unified
agent-passport-system-mcp
Cryptographic identity and trust protocol for AI agents. 38 MCP tools across 8 protocol layers: Ed25519 identity, delegation chains, values compliance, signed communication, policy engine, task coordination, cross-layer integration, and agentic comme
Agent Progress Tracker MCP Server
Enables AI agents to track, search, and retrieve their progress across projects with persistent memory using SQLite storage and LLM-powered summarization. Supports logging completed work, searching previous entries, and retrieving context for multi-s
agent-reader
📇 🏠 🍎 🪟 🐧 - Document beautifier for AI agents. Converts Markdown to styled webpages (with sidebar TO
Agent Ready
Agent Ready is an AI agent readability scanner — point it at any public URL and get back a 0–100 score plus per-check remediation hints for every failing check. This package wraps the same engine that powers agent-ready.dev as an MCP server, so Claud
Agent Receipts
📇 🏠 - Cryptographic accountability for AI agents. Ed25519-signed receipts
agent-rules-mcp
MCP server that enables your agents to use coding rules from any or your GitHub repository. Instead of workspace rules files, you can now prompt agents to access the your coding rules from any repository.
agent-safety-mcp
Unified MCP safety server that detects prompt injection (75 patterns), scans LLM outputs for leaked secrets/PII, enforces API cost budgets, and creates signed audit trails. Zero ML dependencies, pure Python.
Agent Sense
Provides AI agents with environmental sensing capabilities including current time, IP-based geolocation, system information, and hardware details. Enables more contextual and accurate AI responses based on user's environment.
agent-signal
Collective intelligence for AI shopping agents — product intel, deals, and more
agent-skill-loader
📇 🏠 - Dynamically load Claude Code skills into AI agents without copying files. Discover, read, and install skills on demand.
Agent Skills MCP
Enables discovery and installation of agent skills from curated GitHub repositories, allowing users to search large collections and inspect skill contents directly. It supports downloading skills locally and provides grounded scaffolds for creating n
Agent State MCP Server
Provides state and log management tools designed for long-lived AI agents that may be interrupted and resumed. It enables tracking agent progress and maintaining an append-only event history to ensure continuity across multiple sessions.
agent-team-mcp
A reusable AI software development team built on MCP. 13 specialized agents (Project Manager, Backend, Frontend, QA, Security, DevOps, UX, and more) collaborate via shared SQLite state. Exposes 44 MCP tools across 12 domains. All discussions and deci
Agent to Figma MCP
Enables AI agents like Claude to interact with Figma designs through 50+ tools for creating, styling, and manipulating design elements, components, and variables via a WebSocket relay and Figma plugin.
agent-tool
🏎️ 🏠 🍎 🪟 🐧 - Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools including re
agent-toolbelt
Agent Toolbelt is an MCP server exposing 11 focused API tools for LLM agents — schema generation, text extraction, token counting, CSV conversion, Markdown conversion, URL metadata, regex builder, cron expressions, address normalization, color palett
Agent Toolbox
📇 ☁️ 🍎 🪟 🐧 - Production-ready MCP server providing 13 tools for AI agents: web sear
agent-treats-mcp
Provides 7 free fun tools (fortune cookie, compliment, fun fact, etc.) for AI agents as a sample tray of the full Agent Treats store.
Agent Trust Stack MCP Server
🐍 📇 ☁️ 🏠 🍎 🪟 🐧 - Cryptographic provenance, bilateral
agent-utils-mcp
Swiss-army-knife utility MCP server for AI agents. 18 tools for JSON validation/formatting, base64 encode/decode, hash generation, UUID generation, URL parsing, regex testing, markdown↔HTML conversion, text stats, slug generation, datetime conversion
Agent-VC MCP Server
Provides AI agents with persistent state, version control, and task management capabilities powered by Fossil SCM. It enables agents to manage files in a sandboxed environment with full commit history and built-in ticket tracking.
agent-verifier-mcp
Spending limits for AI agents. Create budgets, enforce limits, track spend across x402, cards, MPP, or any payment rail.
Agent Wallet MCP
Gives Claude a Solana wallet to send USDC, check balances, and manage blockchain transactions on Solana's devnet test network.
agent-web-scraper-mcp
Web scraping MCP server for Al agents. 6 tools: extract clean text/markdown from any URL, structured scraping with CSS selectors, full-page screenshots via Playwright, link extraction with regex filtering, metadata extraction (OG tags, Twitter cards)
agent-workspace-mcp
A TypeScript-aware MCP server that provides coding agents with repository discovery, code intelligence, and web project context for local codebases. It enables deep symbol navigation, diagnostic reporting, and structural analysis of monorepos without
agent-zone-mcp
MCP server for Agent Zone — vendor-neutral infrastructure knowledge, K8s validation, and execution templates for AI agents. 200+ articles, 10 tools, no API key required.
agent101-mcp
Search and discover 500+ tools, APIs, and services for AI agents. Browse 15 categories, get recommendations, and access structured metadata including auth methods, free tiers, and example calls.
agent2agent
Enables async, authenticated messaging between AI agents with explicit authorization and persistent inbox.
Agent47
Unified job aggregator for AI agents. Searches 1,680+ opportunities across x402 Bazaar, RentAHuman, Virtuals Protocol, ClawTasks, Work402, Moltverr, AgentWork, m/jobs, and Clawlancer.
Agent5ive MCP Server
Enables MCP-compatible clients to interact with deployed Agent5ive agents as tools. Allows users to query agent purposes and send messages to leverage Agent5ive capabilities through natural language.
agentaeo-mcp-server
Audit your brand's visibility across ChatGPT, Perplexity, Claude, and Google AI - get citation rates, AEO health scores, content gap analysis, and a 9-page content suite to rank in AI-generated answers.
Agentalmanac Time MCP Server
First-party hosted MCP server for Agent Almanac — get_current_time + convert_time. Cloudflare Worker + Durable Objects + agents/mcp SDK. Live at https://time.agentalmanac.org/mcp
agentalmanac-mcp
Enables searching and retrieving details of 9,000+ MCP servers from the Agent Almanac catalog, allowing agents to discover, inspect, and install tools directly.
AgentBase MCP Server
📇 ☁️ - AgentBase: open registry of agent instruction files for AI agents. Search and retrieve system p
AgentBase
Hosted shared knowledge base for AI agents. Store, search, and retrieve structured knowledge using semantic search. Agents contribute to a growing collective intelligence that compounds over time. No install — just a URL.
agentbay-mcp
Persistent memory, teams, and projects for AI agents. 76 MCP tools for storing, recalling, and sharing knowledge across sessions with 4-strategy hybrid search.
agentbill-mcp
MCP server for AI agent billing. Preflight spend checks before agent runs. Post-execution usage billing via two MCP tools: preflight() and record_event().
AgentBroker MCP Server
AI-native cryptocurrency exchange built for autonomous agents. Register, deposit USDC, select a strategy, and trade 8 crypto pairs (BTC, ETH, SOL + more) programmatically — no KYC required. Includes sandbox with 10,000 virtual USDC for testing.
Agentbroker MCP Server
AI agents find and book with SMBs. 13 MCP tools, TCPA/GDPR/CASL compliance.
AgentBrowser
A semantic browser runtime for AI agents that replaces raw HTML with structured data and dynamic, page-specific tools. It features built-in site memory and automated bot detection bypass to enable efficient, self-healing web automation.
AgentBTC MCP Server
Enables AI agents to perform Bitcoin and Lightning Network payments using a non-custodial, zero-trust architecture. It provides 13 tools for wallet management, invoice creation, and payment processing while keeping node credentials local to the user'
AgentBureau: The Embodiment Protocol for AI Agents (x402 + MCP)
AgentBureau provides the legal and physical infrastructure for AI agents to operate within the German jurisdiction. We bridge the gap between digital intelligence and real-world action by providing 'Embodiment-as-a-Service.' Through our API, agents c
Agentbuy Skill MCP Server
agentbuy.io skill for AI agents — OpenClaw skill, MCP server, Python/Node SDK examples
AgentCard MCP Server
Enables AI agents to manage and use prepaid virtual Visa cards with hard budget limits for secure online transactions. It provides tools for creating cards, checking balances, and retrieving payment credentials with human-in-the-loop approvals.
Agentcare Fhir Emr MCP Server
MCP server for agentcare fhir emr
AgentCare
An MCP server that provides healthcare tools for interacting with FHIR data and medical resources on EMRs like Cerner and Epic
agentcast-mcp
Enforces structured output from LLMs by extracting JSON, validating against a shape spec, and generating retry prompts for incorrect responses.
agentcentral
agentcentral is a hosted MCP server for Amazon sellers that connects Claude, ChatGPT, and other AI clients to Amazon Ads, Seller Central, inventory, orders, catalog, rankings, finance, and fulfillment data. It provides fast reads from pre-materialize
AgentCore MCP Reverse Connector
Deploys a minimal MCP-compatible Python tool server on Amazon EKS that establishes an outbound WebSocket connection to an AgentCore Gateway. It exposes two tools (get_system_info and echo_data) for tool discovery and invocation through the MCP protoc
AgentCortex MCP
An AI memory system that creates isolated, persistent memory banks for each codebase, solving the context-switching problem by keeping project knowledge separate and accessible across sessions.
AgentCost MCP Server
Provides real-time AI model pricing, cost estimation, and budget management tools to help agents understand and optimize their spending. It enables agents to compare costs across multiple providers and select the most cost-effective models for specif
AgentCraft MCP Server
Integrates with the AgentCraft framework to enable secure communication and data exchange between AI agents, supporting both premade and custom enterprise AI agents.
Agentcraft Mcp MCP Server
MCP server for agentcraft mcp
Agentcraft MCP Server
MCP server for agentcraft
AgentDB
Real-time curated knowledge API for AI agents. Updated Mon/Wed/Fri from 31 sources covering AI/tech, startups, alternative markets, and emerging markets — no scraping or storage required.
agentdeals
📇 ☁️ - 1,500+ developer infrastructure deals, free tiers, and startup programs across 54 categ
agentdesk-mcp
Adversarial AI review API — independent AI reviews another AI's output. Stop LLMs from grading their own homework. Provides automated quality assurance for AI-generated code, content, and other outputs through independent review pipelines.
AgentDomainService MCP Server
📇 ☁️ - AI-powered domain brainstorming, analysis, and availability checking via AgentDomainService.com. Generate creative domain names from descriptions, get AI scoring for brandability/memorability, and check real-time availability with pricing. No
agentdrop-mcp
AI agent arena — register agents, battle head-to-head, check DropScores, submit prediction takes, and debate from any MCP client. Deploy real HTTPS endpoint agents or use hosted fallback.
agentek-eth
A MCP server offering tools for cryptocurrency research and Ethereum-based automation.
AgentExecMPC
A FastMCP server that enables AI agents to safely execute shell commands, run code in Python/Node.js/Go, and install packages, all packaged in Docker for secure deployment.
agentfetch-mcp
🐍 ☁️ 🏠 🍎 🪟 🐧 - Token-budgeted web fetch for AI agents. Auto-routes between Trafilatura,
agentfi-mcp-server
DeFi execution and agent-to-agent economy tools for AI agents — swaps, yield, transfers, policy enforcement, trust scoring, A2A jobs, and P\\&L across Ethereum, Base, Arbitrum, and Polygon.
agentfolio-mcp-server
MCP server for AgentFolio — the identity and reputation layer for AI agents. Query agent profiles, trust scores, verification status, and marketplace listings through 8 MCP tools.
Agentforce MCP Integration Server
Enables MCP clients to connect to LLM/API services using the Model Context Protocol, providing real-time interaction and tool access. Also offers RESTful API endpoints via FastAPI for programmatic integration with existing systems.
Agentforce MCP Server
This MCP server provides tools to interact with the Salesforce Agentforce API, allowing authentication, session creation, and message exchange with Salesforce agents.
Agentforce Salesforce MCP Server
MCP server for agentforce salesforce
agentforge-trust-mcp
📇 ☁️ - Query the AgentForge Trust Score (0-100 across five dimensions: security, cod
agentforge
📇 ☁️ - Unified API gateway and marketplace for 300+ AI agents. One API key, REST + streaming,
AgentFund MCP Server
Enables AI agents to fundraise for projects on the Base chain using milestone-based escrow management. It allows agents to create proposals, track funding progress, and generate payment release requests upon completing work.
agentfuse-mcp
Enables AI agents to access affiliate marketing capabilities through AgentFuse's API, allowing them to browse affiliate programs, generate tracked links, and record conversions without writing HTTP code.
AgentGo MCP Service
A Model Context Protocol service that enables agent authentication and integration with TrustGo platform, providing access to real-time data like price, sigma score, and mindshare bubble analytics.
agentgraph-trust
🐍 ☁️ 🍎 🪟 🐧 - Trust verification and security scanning for AI agents. Checks securi
Agentguard47
AgentGuard47 is runtime safety infrastructure for AI agents. It adds budget caps, loop detection, retry limits, timeouts, local traces, and incident reports so agents can stop bad runs while they are happening, not just explain them afterward.
AgentHive MCP Server
Provides native access to the AgentHive social network, allowing AI agents to post, reply, follow, and search the platform. It enables seamless interaction with the agent-centric microblogging ecosystem directly through MCP-compatible hosts.
AgentHotspot MCP Server
Enables AI agents to search and discover over 6,000 curated MCP connectors from the AgentHotspot marketplace using natural language. It provides a lightweight tool for builders to find and integrate diverse OSS connectors into their agentic workflows
agentiam-mcp
MCP server wrapping all 18 AgentIAM x402 endpoints for agent identity, safety, and intelligence, enabling MCP clients to call tools like noleak, memguard, riskoracle, and delphi on Base Mainnet.
Agentic Ads MCP Server
MCP server for agentic ads
Agentic Ai Mastery Portfolio MCP Server
🧠 What I Learned Designing autonomous & multi-agent systems Agent orchestration, routing and tool-use Multi-framework proficiency (CrewAI, LangGraph, AutoGen, Agents SDK, MCP) Deploying agents with Docker, MCP servers, and sophisticated toolchains Bu
Agentic AI System MCP Server
Enables deployment of autonomous AI agents with memory and tool execution capabilities through a WebSocket-based MCP protocol. Provides production-ready infrastructure with REST API access, persistent state management, and extensible function registr
Agentic AI System with MCP Integration
Enables integration with financial transaction data through REST APIs, PostgreSQL databases, and document storage systems. Demonstrates agentic AI capabilities by connecting to Alpha Vantage API and managing financial data through natural language in
Agentic AI with MCP
A Model Context Protocol server that enhances LLM capabilities by connecting to Wikipedia, internet search (Tavily), and financial data (Yahoo Finance) tools, enabling contextual responses to user queries.
Agentic Bits Claude Plugin
Adds a live git branch status bar to the Claude footer for tracking multiple active and reference repositories. It allows users to manage repository visibility and configuration directly through natural language MCP tools.
Agentic CI/CD MCP Orchestrator
An MCP server that diagnoses GitHub Actions workflow failures and automatically creates repair pull requests using LLM-generated unified diffs. It includes a governance layer to orchestrate autonomous fixes or human-reviewed repairs based on risk ass
Agentic Commerce MCP Demo
Enables interactive restaurant discovery and ordering through a synthetic commerce flow with rich HTML UI. Demonstrates agentic commerce UX with tools to find restaurants, view menus, place mock orders, and generate receipts.
Agentic Control Framework (ACF)
AI-native orchestration layer with 80+ tools for task management, code editing, browser automation, terminal control, and persistent memory across CLI, local MCP, and cloud deployments.
agentic-debugger
An MCP (Model Context Protocol) server that enables interactive debugging with code instrumentation for AI coding assistants. Inspired by Cursor's debug mode.
agentic-detection-lookups
Machine-readable detection lookups for SIEM enrichment and AI agents. Query 800+ LOLBAS and GTFOBins binaries plus process parent-child baselines — get risk levels, abuse categories, and MITRE ATT\\&CK mappings without embedding data in prompts.
Agentic Developer MCP
An MCP server that wraps OpenAI's Codex CLI to automate repository cloning and code analysis tasks. It enables users to execute complex coding requests on specific Git branches and subfolders using standardized MCP tools.
Agentic-Investor
Provides comprehensive financial analysis and real-time market data including stock information, options chains, technical indicators, financial statements, earnings calendars, and market sentiment indicators through integration with yfinance and oth
Agentic MCP Itinerary
An MCP server that orchestrates parallel searches for flights, hotels, and activities to generate travel itineraries. It features persistent state management via LangGraph and SQLite while ensuring the total cost remains within a specified budget.
Agentic MCP Server
Enables AI-driven orchestration of GitHub development workflows including automated issue analysis, code generation, code review, and PR creation through multiple specialized agents. Integrates with GitHub Actions to automate the complete development
agentic-mcp-tools/memora
🐍 🏠 ☁️ - Persistent memory with knowledge graph visualization, semantic/hybrid search, cloud sync (S3/R2), and cross-session context management.
agentic-mcp-tools/owlex
🐍 🏠 🍎 🪟 🐧 - AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) in parallel with deliberation rounds
Agentic MCP Weather System
Provides intelligent weather services through an orchestrated multi-server architecture with Docker support, enabling natural language weather queries, forecasting, and alert monitoring powered by local LLM integration.
Agentic Memory Server
Provides enterprise-grade persistent memory for AI assistants with complete offline operation, enabling intelligent knowledge storage, branch-based organization, and smart search across project domains while keeping all data local and secure.
Agentic Planner MCP Server
Agentic AI planner built to take action. Angular, LangChain and MCP.
Agentic Policy Reviewer MCP Server
Two-agent compliance reviewer on the Claude Agent SDK — Researcher + Reviewer over a custom MCP server, with SDK-level PreToolUse/PostToolUse hooks writing a JSONL audit log of every tool call.
Agentic RAG MCP Server
A local Retrieval-Augmented Generation system that enables AI agents to query and retrieve information from document collections using ChromaDB vector search and Ollama LLMs through a FastAPI interface.
Agentic Retail MCP System
A full-stack AI application implementing a Model Context Protocol server for retail operations. It enables users to query inventory, analyze pricing elasticity, and get demand forecasts through a conversational interface connected to Firebase Firesto
Agentic Shopping MCP
Enables AI agents to perform e-commerce operations including product search, budget-constrained shopping recommendations, and sustainability analysis. Includes a secure HTTP bridge with OAuth integration and observability features for production depl
Agentic Slackbot MCP Server
A simple Slack bot that uses the OpenAI Agents SDK to interact with the Model Context Protocol (MCP) server.
agentic-store-mcp
A collection of self-hosted, open-source tools that enable AI agents to perform web searching, content crawling, and code analysis tasks like linting and security scanning. It provides power-user capabilities for MCP-compatible clients without requir
Agentic Swarm Marketplace
MCP server that exposes T54 x402 seller SKUs from OpenAPI as tools: contract triage, audit, and monitoring plus T54 commerce tools. HTTP 402 invoices are paid via x402_broker_client (XRPL / Base USDC depending on env); stdio for Cursor/Claude, Stream
Agentic System Monitoring Rag MCP Server
MCP server for agentic system monitoring rag
Agentic Workbench
An MCP-based tool orchestrator that exposes a single execute_task tool to Claude while internally managing 100+ tools through hierarchical navigation with a cheaper LLM, preventing context overflow from loading all tool definitions.
agenticpay
agenticpay lets MCP server developers monetize tools via per-call USDC micropayments on Solana, using the x402 protocol. Each tool declares a price; agents pay via signed Solana transactions; settlement happens on-chain in ~1.5–2 seconds.
AgenticRAG MCP Server
An intelligent codebase processing server that provides agentic RAG capabilities for code repositories, enabling semantic search and contextual understanding through self-evaluating retrieval loops.
AgenticRevolution/memory-nexus-cloud
📇 ☁️ - Cloud-hosted persistent semantic memory for AI agents. Semantic search, knowledge graphs, specialist expertise hats, and multi-tenant isolation. Free 7-day trial.
Agentify MCP Server
Enables real-time tracking of AI task starts and completions with integrated webhook notifications for monitoring activity. It allows users to log progress and send task-related event data to external services via configurable webhook URLs.
Agentipy MCP Server for Claude Desktop
A Model Context Protocol server that enables Claude AI to interact with the Solana blockchain, allowing it to execute transactions, query accounts, manage wallets, get price predictions, trade tokens, and access various blockchain data sources.
AgentKits Memory
📇 🏠 🍎 🪟 🐧 - Persistent memory for AI coding assistants with hybrid search (FTS5 + vect
Agentlair Primitives MCP Server
AgentLair primitives — TypeScript + Python SDKs for PoPA, CBP, SCITT, TBRM, BCC + MCP server
AgentLayer MCP Server
Provides real-time AI infrastructure data including LLM costs, model benchmarks, API deprecations, quality scores, and agent spend tracking. Supports authentication, rate limiting, x402 micropayments, and Stripe billing.
Agentled MCP Server
📇 ☁️ - AI-native workflow orchestration with long-term memory, 100+ integrations, and unified cre
agentline-mcp
Gives AI agents phone numbers, email, SMS, and voice calls as MCP tools, enabling them to provision numbers, capture 2FA codes, send messages, and make calls.
AgentLux MCP Server
📇 ☁️ 🍎 🪟 🐧 - Agent marketplace and services MCP server for AgentLux. Browse marketplace ite
AgentMail MCP Server
Enables creating temporary email inboxes and sending emails through the AgentMail API, allowing AI agents to manage email communications programmatically.
AgentMail
Gives on-the-fly inboxes to AI agents. Agents / LLM's can send, receive, and take action in isolated inboxes. Built for AI unlike Gmail. Check us out at agentmail.to
agentmem
🐍 🏠 🍎 🪟 🐧 - Governed memory for coding agents with trust lifecycle (hypothesis → active
agentmemo-mcp
Persistent memory and human approval for any AI agent. Give your AI agents the ability to remember across sessions and ask humans for approval before sensitive actions. Works with Claude, Cursor, OpenClaw, and any MCP-compatible client.
agentminds-mcp
MCP server for AgentMinds collective intelligence platform, enabling AI agents to scan websites for security/SEO/performance issues, pull personalized recommendations, and share findings across the network.
AgentMode
An all-in-one Model Context Protocol (MCP) server that connects your coding AI to numerous databases, data warehouses, data pipelines, and cloud services, streamlining development workflow through seamless integrations.
AgentOps MCP
The AgentOps MCP server provides access to observability and tracing data for debugging complex AI agent runs. This adds crucial context about where the AI agent succeeds or fails.
Agentops MCP Server
Authorize using the AGENTOPS_API_KEY. If the API key is not provided and cannot be found in the directory, ask the user for the API key.
agentoracle-mcp
MCP server that connects AI assistants (Claude, Cursor, Windsurf) to AgentOracle's real-time research API. Agents can research any topic and get structured JSON with summary, key facts, sources, and confidence scores. Powered by Perplexity Sonar via
agentos-mcp-server
Agent OS MCP server for AI agent governance with policy enforcemen
AgentPact
Marketplace where agents are customers
Agentpay Js MCP Server
AgentPay SDK (TypeScript) — USDC wallets, payments, delegation keys for AI agents. MCP server: npx stablefi-mcp-server. Requires AgentPassport.
AgentPay x402 — Crypto Data Tools for AI Agents
AgentPay — x402 crypto data gateway on Stellar. 10 live pay-per-call tools: token prices, whale activity, gas tracker, DeFi TVL, Fear & Greed, Dune queries, token security. Agents pay USDC on Stellar. No API keys. Budget-aware sessions.
AgentPay-mcp
📇 ☁️ - Payment gateway for autonomous AI agents. Single gateway key for tool discovery, auto-provisioning, and pay-per-call
agentpulse-mcp
Provides AI agents with real-time, structured data feeds including news, trends, market sentiment, and crypto prices via MCP tools.
AgentR Universal MCP SDK
** - A python SDK to build MCP Servers with inbuilt credential management by **[Agentr](https://agentr.dev/home)**
AgentRank
Google PageRank for AI agents — live search across 25,000+ scored MCP servers and tools. AgentRank gives your AI a live, ranked index of 25,000+ MCP servers and agent tools, scored daily from real GitHub signals (stars, freshness, issue health, contr
agentranking
Discover and rank ERC-8004 AI agents by archetype, chain, trust score, and verified on-chain performance. Free search tools + paid analytics via x402 micropayments.
AgentReacher
Connect your AI to social media. Create, schedule, and publish posts to 9+ platforms.
Agentrpc MCP Server
** - Connect to any function, any language, across network boundaries using [AgentRPC](https://www.agentrpc.com/).
Agents Library MCP Server
Enables access to agent instruction files and prompts for AI development workflows. Provides tools to retrieve and list development rules, security checks, and common prompts from an agents library through MCP protocol.
Agents Registry MCP Server
Enables AI agents to discover each other and communicate through cryptographically verified messaging and secure inbox management via the Agents Registry. It provides tools for Ed25519-based identity authentication, message signing, and agent discove
AgentScore MCP Server
Provides access to the AgentScore Registry on Base Sepolia to retrieve agent reputation scores, history, and registration details. It enables trustless querying of agent performance metrics through standard Model Context Protocol tools.
agentscore-mcp-server
📇 ☁️ 🍎 🪟 🐧 - MCP security trust layer. Continuously monitors 80
AgentShare Price API
AgentShare delivers structured product search and pricing signals for AI agents over REST and MCP (Streamable HTTP). Responses include freshness & coverage metadata so agents can reason about data recency. API keys secure billed endpoints; public dis
AgentShield MCP Server
Exposes AgentShield security scanning tools to protect AI clients by detecting threats like prompt injections, PII leakage, and SSRF. It enables real-time monitoring of inputs, outputs, and tool definitions to ensure secure interactions with AI model
agentskill-mcp
MCP server for discovering and installing AI agent skills from agentskill.sh. Search skills across platforms, browse trending skills, and install them with built-in security scanning.
AgentSkills MCP Server
Provides AI tools with access to real-time web search, automated code reviews, and detailed Korean business information through the AgentSkills API. It enables users to perform structured searches, analyze code for security and performance, and retri
AgentSkills MCP
Provides comprehensive financial research tools including A-share stock analysis, web scraping, entity extraction, and multi-source search capabilities for building intelligent financial research agents.
AgentSoap MCP Server
A security interceptor for AI agents that mitigates prompt injections and data loss in autonomous workflows.
AgentStamp
📇 ☁️ - Trust intelligence for AI agents — identity stamps, reputation scoring (0-100), r
AgentStandard
Certified AI agent package marketplace. Browse and install verified packages for Claude, ChatGPT, Gemini, and OpenClaw — covering health, finance, productivity, career, and more. Stateful and with intent.
agentsvc-mcp
20 pay-per-call utility tools for AI agents via x402 USDC micropayments on Base. Screenshots, OCR, PDF, web scraping, weather, forex rates, crypto/stock prices, DNS, geocoding, translation, and more. \$0.001–\$0.008 per call. No API keys, no signup.
AgentVeil Protocol
Trust, identity, and reputation infrastructure for AI agents. Register agents with W3C DID (Ed25519), check EigenTrust reputation scores, submit peer attestations, search agents by capability, and verify IPFS-anchored audit trails. 11 tools.
agentvet-mcp
MCP server that validates LLM-generated tool-call arguments, lints tool definitions, and produces retry messages for AI assistants.
AgentWall
Policy-enforcing MCP proxy that blocks dangerous tool calls before they execute. Protects credentials, filesystem, shell, and databases across Claude Desktop, Cursor, Windsurf, and OpenClaw.
AgentWallet MCP Server
Provides permissionless wallet infrastructure for AI agents to manage wallets, sign transactions, and handle tokens across Solana and all EVM-compatible chains. It includes 29 specialized tools for on-chain operations, featuring built-in security gua
AgentWard
🐍 🏠 🍎 🪟 🐧 - Permission control plane for AI agents. MCP proxy that enforces least-privilege YAML p
AgentWatch
A terminal live-tail and a browser dashboard — one process, one event stream, served from localhost. Unified timeline across Claude Code, Codex, Gemini CLI, Cursor, Hermes, and OpenClaw. Token + cost accounting, compaction + anomaly detection, hybrid
agentziwei
紫微AI，是一个紫微斗数解盘AI应用。Ziwei AI is an AI application for Ziwei Doushu chart interpretation.紫微AIは、紫微斗数のチャート解読のためのAIアプリケーションです。
AgentZone MCP
Enables LLMs to search, discover, and interact with over 37,000 verified on-chain AI agents through the AgentZone platform. Users can filter agents by capability and trust score, access network analytics, and manage agent registrations or payments.
AGI MCP Server
Enables persistent memory for AI systems by providing tools for episodic, semantic, and procedural data storage through a vector-and-graph-enhanced database. It allows models to maintain long-term continuity using similarity search, thematic clusteri
AGI-MCP
An advanced MCP server implementing a cognitive architecture through the GOTCHA framework and ATLAS process for sophisticated task management and reasoning. It provides persistent SQLite memory, lifecycle hooks, and a subagent system to enable comple
Agile Backlog MCP
Enables comprehensive agile project management with epics, stories, tasks, and sprint planning through natural language. Features project isolation, dependency tracking, and integrates with a web UI for visual backlog management and burndown charts.
Agile Luminary MCP Server
A Model Context Protocol server that connects AI clients to the Agile Luminary project management system, allowing users to retrieve project details, work assignments, and product information within AI conversations.
Agile Planner MCP Server
Automatically generates structured agile backlogs including epics, features, and user stories from natural language descriptions within AI-powered IDEs. It streamlines project management by creating AI-optimized markdown files and directory structure
Agile Team MCP Server
Enables users to leverage a team of specialized AI agent personas like Business Analysts and Product Managers through a unified interface across multiple LLM providers. It streamlines agile development workflows by providing tools for model discovery
Agileday MCP Server
Connects Agileday's competence and employee data with LLMs, enabling natural language queries to find experts by skill and retrieve employee competence profiles directly from your chat interface.
AgilePlace MCP Server
Enables AI assistants to interact with AgilePlace for comprehensive project management tasks including board management, card operations, dependency tracking, and bulk updates. Supports natural language queries for managing AgilePlace boards, cards,
agloop-mcp
An MCP server providing 14 introspection tools for AgLoop, a custom agent framework for VS Code Copilot. It enables users to monitor and manage agent states, tasks, execution logs, and plans through a set of specialized read and write tools.
agnt
Bridges AI coding agents with the browser to provide visual debugging, real-time error capture, screenshot capabilities, DOM inspection, and interactive wireframing through a reverse proxy with injected developer tools.
Agora MCP Server
Provides AI agents with tools to interact with the Agora prediction market, allowing them to register, trade shares, and create new markets. It enables agents to manage their portfolios and earn reputation through accurate predictions across various
Agora MCP
An MCP server that connects AI assistants to SearchAgora, enabling users to search for, discover, and purchase products across the web through natural language conversations.
Agora MCP Server
Search for products matching the query in Agora. Args: q: The search query. count: The number of products to return per page. page: The page number. price_min: The minimum price. Opt
Agoric Dev MCP Server
Provides AI assistants with a comprehensive toolkit for developing, testing, and deploying smart contracts on the Agoric blockchain. It supports key Agoric features such as the Zoe contract framework, ERTP asset handling, and cross-chain orchestratio
AGR MCP Server
Enables querying genomics data from the Alliance of Genome Resources across model organisms including human, mouse, rat, zebrafish, fly, worm, yeast, and xenopus. Supports gene searches, disease associations, expression data, orthologs, phenotypes, a
Agricultural AI MCP Server
Provides real-time crop price data from Indian government sources and agricultural web search capabilities. Enables AI chatbots to access comprehensive agricultural market information and news for farming-related queries.
Agriculture Robotics MCP
Agriculture Robotics - MCP server providing AI-powered tools and automation by MEOK AI Labs
agriculture-mcp-server
MCP server for agriculture and farming data. 8 tools: soil conditions (temperature, moisture), crop weather forecasts, historical climate data (NASA POWER, since 1981), global agriculture statistics (World Bank, 20+ indicators), and food product data
agrobr-mcp
An MCP server that provides real-time access to Brazilian agricultural data, including commodity prices, crop estimates, climate information, and deforestation rates. It integrates data from 19 public sources like CEPEA, CONAB, and IBGE to enable LLM
AGS API MCP Server
Enables AI assistants to interact with AccelByte Gaming Services APIs through semantic search, detailed API information retrieval, and authenticated API execution for game backend operations.
AGS Extend SDK MCP Server
Provides AI coding assistants with access to AccelByte Gaming Services (AGS) Extend SDK functions and models through searchable symbols and detailed documentation. Helps generate SDK code by exposing context about available functions, models, and tem
AHA MCP Server
Enables comprehensive control of Home Assistant through natural language, including managing entities, automations, services, dashboards, and configurations with support for multiple transport methods (STDIO, SSE, HTTP).
ahk-mcp
Enables AI agents to control Windows systems using AutoHotkey v2 and the UI Automation accessibility tree for efficient, text-based computer interaction. It provides tools for window management, keystrokes, and UI inspection while significantly reduc
aTars MCP
Crypto market signals, technical indicators, and sentiment analysis for AI agents.
ABMeter
Feature flagging and A/B testing platform with AI-first experimentation workflows.
AdAdvisor MCP Server
Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & settings.
Ai Adramp Google Ads MCP Server
Google Ads MCP server — manage campaigns, keywords, and metrics.
AdWeave — Meta Ads MCP Server
Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insights.
Ai Agent Dev Week4 MCP Server
Week 4 deliverable: MCP server exposing the Week 3 Person database to AI agents (Next.js + Prisma + @modelcontextprotocol/sdk)
Ai Agent Full Stack Dev Team MCP Server
Complete implementation of an AI agent full stack developer team based on claude-agent-sdk-python with comprehensive monitoring and MCP server integrations
AI Agent Generator
Enables creation and deployment of AI agents through natural language by providing tools for agent specification, smart component integration from 500+ ready-to-use components, and one-click deployment with intelligent auto-configuration.
AI Agent Marketplace Index Search
Enables searching for AI agents by keywords or categories, allowing users to discover tools like coding agents, GUI agents, or industry-specific assistants across marketplaces.
Ai Agent Marketplace Index MCP Server
MCP server for ai agent marketplace index
AI Agent MCP Server
A Model Context Protocol server implementation built with FastAPI that enables AI agent interactions. Provides a structured foundation for building AI-powered applications with proper data validation and modern Python tooling.
AI Agent Template MCP Server
An MCP server that enhances AI agents' coding capabilities by providing zero hallucinations, improved code quality, security-first approach, high test coverage, and efficient context management.
AI Agent Timeline MCP Server
Provides a Twitter-like timeline interface where AI agents can post thoughts and progress updates in real-time while working on tasks. It enables users to monitor agent activities through a web GUI and persistent database storage for debugging and se
AI Agent with MCP
Enables AI agents to access user and message data through MCP resources, providing REST API integration for user management with paginated lists and thread tracking.
AgentDM: Agent to Agent Communication Platform
Agent communication platform for agent to agent messaging via MCP. Messages, channels, skills.
Agentic News
AI-powered news intelligence — 21 tools for personalized monitoring, briefings, and semantic search
Graffeo Coffee Roasting
Live MCP catalog for Graffeo Coffee Roasting - Simply the World's Finest Coffee since 1935.
Agentic Shelf
Hosted MCP for e-commerce: live product catalog, stock, and pricing for AI agents.
Agentic Terminal Directory
Verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT — search, verify, pay.
Ai Agentrapay Agentra MCP Server
Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scoring.
AgentTrust — Identity & Trust for A2A Agents
Identity, trust, and A2A orchestration for autonomous AI agents. Official A2A partner.
Ai Aliengiraffe Spotdb MCP Server
Ephemeral data sandbox for AI workflows with guardrails and security
Alpic
Manage your projects, debug deployment, and check analytics for any MCP server you host with Alpic
Ai Alpic Test Test MCP Server
Alpic Test MCP Server - great server!
Anki MCP Server
MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.
AnomalyArmor
Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.
AI Answer Copier
A Model Context Protocol (MCP) server that gives your AI assistant the power to convert Markdown into 14 professional document formats — PDF, DOCX, HTML, LaTeX, CSV, JSON, XML, XLSX, RTF, PNG, and more. Stop copy-pasting. Let the AI do the exporting.
Ai Anzenna Anzenna MCP Server
MCP server for Anzenna
AppDeploy
AppDeploy turns app ideas described in AI chat into live full-stack web applications
AI-Archive MCP Server
Enables AI agents to interact with the AI-Archive platform for research paper discovery through semantic search, paper submission and management, peer review with structured scoring, and citation generation in multiple formats.
Arclan MCP Registry
MCP server registry — validated by live handshake, scored on reliability, monitored continuously.
Ai Artidrop Artidrop MCP Server
Publish HTML, Markdown, and multi-file sites as shareable URLs instantly via MCP.
AutEng MCP - Markdown Publishing & Document Share Links
Publish markdown documents as public share links with mermaid diagram support. Built by AutEng.ai
AutEng MCP - Markdown Publishing & Document Share Links
Publish markdown documents as public share links with mermaid diagrams. Built by AutEng.ai
Ai Autoblocks Contextlayer MCP Server
Personal context management for AI assistants
Ai Autonomad Computeback MCP Server
Agent Rewards Marketplace: earn \$NOMD on B2B work, spend on agent capabilities.
Ai Autonomad Travel MCP Server
AI travel agent — book flights, hotels, activities, and events worldwide via autonomad.ai.
AutoRFP.ai
Search AutoRFP.ai projects, requirements, content library, and tags for Q&A and analytics.
Auxen
Provision private AI model endpoints on dedicated GPUs (Llama, Qwen, Mistral). Pay per minute.
Inferventis MCP Server
Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.
Ai Baselight Baselight MCP Server
Query Baselight's public catalog of 70,000+ datasets — finance, demographics, sports, and more.
AI BBS
An MCP server that enables direct AI-to-AI communication through a bulletin board system featuring semantic search, thread management, and cryptographic identity verification. It allows AI agents to autonomously post, read, reply, and interact withou
Bezal — Local Business Intelligence for AI Agents
Search 7,000+ local service businesses across America by category, location, or keyword.
BlueNexus Universal MCP
Connect your AI to all your data - 200+ sources, intelligently filtered, compliance-ready.
AI Book Agent MCP Server
Provides AI assistants with intelligent access to ML textbook content through RAG-powered search, chapter retrieval, and documentation generation capabilities. Uses local models for privacy-focused, source-grounded responses from indexed technical bo
Boolsai Directory
Parallel regex across all Boolsai scans — discover new vendor patterns, niche signals. 4 tools.
BorealHost
Agent-native web hosting — deploy sites, manage DNS, register domains, scale infrastructure
Bring Your AI
No-data MCP handoff for local Claude Code to Codex harness moves. \$49 lifetime.
Ai Buyersense Buyersense MCP Server
MCP server for the BuyerSense API. Get buyer signals from any MCP client.
BuyWhere MCP
Product search, price comparison, and affiliate-ready shopping across Singapore and US retailers.
BuyWhere Product Catalog
Search 1.5M+ products across 20+ platforms. Compare prices, find deals, browse categories.
ByteRay AI
Hunt zero-days by talking to binaries. 40+ tools. Hosted, OAuth + SSO, invite: [email protected]
CalendarMCP
Hosted Google Calendar MCP server for AI agents. No self-hosting or Google Cloud setup.
Ai Challenge MCP Server
MCP server for ai challenge
AI Charts
An MCP server that enables AI assistants to programmatically create and manage flowcharts, ERDs, and swimlane diagrams. It provides tools for manipulating diagram structures, performing auto-layouts, and exporting to Mermaid or Markdown formats.
Ai Childadhd Library MCP Server
Clinician-reviewed library on ADHD in children — evaluation, treatment, school, parenting.
Ai Childanxiety Library MCP Server
Clinician-reviewed library on anxiety, OCD, and phobias in children ages 5–12.
Ai Childpsychiatry Library MCP Server
Clinician-reviewed library on child psychiatric evaluation and medication decision-making.
China Marketing AI Intelligence MCP
Remote MCP server for China brand visibility, destination demand, and KOL discovery workflows.
Cirra AI Salesforce Admin MCP Server
Comprehensive Salesforce administration and data management capabilities
Clarid Compliance
Check bank marketing for FDIC, NCUA, TILA, Reg DD, Reg Z, UDAAP, and Equal Housing compliance.
AI Code Review MCP Server
Integrates GitHub repository management and local file system access to enable AI agents to perform code reviews and manage pull requests. It provides tools for listing repositories, retrieving PR diffs, and searching or reading files within a specif
AI Cognitive Nexus
Enables dynamic creation and orchestration of hierarchical AI agent teams with role-based personas and domain knowledge injection. Supports multi-agent collaboration, session management, and complex task execution through structured team workflows.
AI-Collab-Memory
An MCP server for managing work logs, research results, and task checkpoints to enable seamless collaboration and state recovery between AI agents. It provides a persistent memory layer for tracking project history and resuming workflows across diffe
AI Collaboration MCP Server
Enables collaboration with multiple AI providers (Claude, GPT-4, Gemini, Ollama) directly from VS Code with automatic project context injection and persistent conversation history. Provides streamlined tools for getting AI advice, multi-provider rese
Contabo (VPS) MCP Server
Contabo API (v1.0.0) as MCP tools for cloud provisioning, and management. Powered by HAPI MCP server
HAPI MCP Server
HAPI MCP server: Dynamically exposes OpenAPI REST APIs as MCP tools for AI assistants
Agent Skills Search Server
Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server.
ai-compass
Describe your AI use case in plain English, get ranked model recommendations with cost estimates and tradeoff reasoning. Covers 62 models across 29 providers. Available as a web app (BYOK + guest tier) and as an MCP server for Claude Desktop and Curs
Compeller
Create and track AI music videos and audio-reactive visuals from songs.
ai-compliance-monitor
Maps AI agent behavior to regulatory obligations across EU AI Act, Singapore IMDA Agentic AI Framework, and Colorado AI Act. Checks compliance status and generates regulatory reports.
ComplyHat
MCP for AI compliance documentation across SR 26-2, EU AI Act, NIST AI RMF, and ISO/IEC 42001.
Ai Complyme Mcp Mcp MCP Server
ComplyMe.AI MCP server for legal & data protection risk analysis and audits.
Constellation Credit
Financial and covenant data for public and private credit: statements, cap stacks, covenants.
AI Consultant MCP Server
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) through OpenRouter with intelligent auto-selection, conversation history, and caching. Allows your AI assistant to seek expert opinions from specialized models for differe
AI Content Detector MCP Server
Detects AI-generated content by analyzing 24 writing patterns, provides style analysis, plagiarism check, text humanization suggestions, and offers batch detection and version comparison tools.
AI Content Detector
Enables detection of AI-generated content from ChatGPT, GPT-4, and Gemini models through the BACH AI Content Detector API.
AI Context Memory
An MCP server enabling AI assistants to store, retrieve, and manage contextual information across conversations with features like persistent memory, advanced search, tagging, and privacy controls.
Ai Contextstudios Mcp MCP Server
AI agency API: 25 free tools for glossary, comparisons, blog, guides, and estimates
Conveo
Qualitative research platform. Design studies, analyze interviews, and generate insights.
AI Conversation Logger
Enables AI assistants to automatically log and manage conversation history with developers in structured markdown format. Provides powerful search and context suggestions to help AI understand project history and maintain continuity across sessions.
Cookiy
AI user research via studies, interviews, recruitment, reports, and quantitative surveys.
Cosmonote
Access your Cosmonote audio notes, transcriptions, summaries, and action items.
Ai Cueapi Mcp MCP Server
Schedule agent work and report write-once outcomes via CueAPI from any MCP host.
AI Customer Service MCP Server
A customer service MCP server that enables order lookup by phone number and store location queries by coordinates. Supports Excel data import and provides comprehensive customer service tools for order management and store information retrieval.
AI Customer Support Agent
An MCP-compatible server providing tools for retrieving order statuses, searching knowledge bases, and managing support tickets. It facilitates automated customer service interactions by exposing internal CRM and database functions through a JSON-RPC
AI Customer Support Bot - MCP Server
A Model Context Protocol (MCP) server that provides AI-powered customer support using Cursor AI and Glama.ai integration.
DataForB2B
Search and enrich B2B people & companies — 70+ filters (funding, linkedin, industry, country, ...).
DataMerge MCP
B2B data enrichment for 375M+ companies: legal entities, corporate hierarchies, and contacts.
AI Debugger
Bringing the debugging we know and love as human programmers to our AI agents – debug any supported language with breakpoints, variable/state inspection, and stepping, to supercharge agents' capabilities to reason about runtime code.
DeepLedger — AI Bookkeeper for QuickBooks
AI bookkeeping for QuickBooks Online — 28 tools for transactions, reports, and bank feeds
Demand Discovery AI
Sales-agent MCP for Demand Discovery AI. Validate startup ideas with behavioral signals.
AI Design Blueprint Doctrine
🐍 ☁️ - Read-only doctrine access for the Agentic AI Blueprint —
ai-dev-analytics
📇 🏠 - An open-source observability layer for AI coding. Silently tracks dev tokens/time and auto-codifies AI
AI Dev Assistant
Bridges Claude Desktop to local Windows 10 development environments to enable repository reading, documentation searching, and isolated code execution. It provides a secure interface for running allowlisted terminal commands and scripts directly thro
AI Develop Assistant
Assists AI developers with intelligent requirement analysis and architecture design through guided clarification questions, branch-aware management, and automated architecture generation with persistent storage.
ai-developer-assistant-mcp
Access a 24/7 AI senior developer with 26 specialized tools for the full software development lifecycle. Use tools like explain_code, debug_code, and refactor_code to analyze, debug, and optimize your codebase instantly. Deploy github_fix_issue and c
AI Developer Tools MCP Server
Enables querying real-time adoption metrics, trends, and comparisons for popular AI coding tools like OpenAI SDK, Anthropic SDK, Cursor, GitHub Copilot, and LangChain through natural language.
AI Development Guidelines MCP Server
Provides AI agents with professional coding standards, development best practices, and context-aware guidance through static documentation and AI-powered custom recommendations. Enables agents to access comprehensive development guidelines including
AI Development Pipeline MCP
A Model Context Protocol server that enables seamless integration between Claude AI and development tools like VSCode, Augment, Vercel, Airtable, and Square.
AI Diagram Maker MCP Server
📇 ☁️ 🏠 🍎 🪟 🐧 - MCP server for AI Diagram Maker — generate flo
TVWizard
Control Android TV from any AI. 38 MCP tools: playback, recap, recommend, smart-home, schedules.
DoneThat
Privacy-first work tracking with summaries, reports, coaching, and AI-ready long-term memory.
Ai Dragoneye Mcp MCP Server
Build zero-shot video models for object detection, and category and attribute classification.
Dreamlit
Create, test, publish, and manage Dreamlit notification workflows from AI clients.
Drillr — The financial MCP for AI agents
The financial MCP for AI agents - 90+ financial tables, SEC filings, signals, alt-data.
AI-Driven Remediation Testing
Orchestrates end-to-end testing of AI-powered incident remediation workflows through declarative YAML scenarios, fault injection, AI response evaluation, and automated command execution with comprehensive reporting.
Ai Exa Exa MCP Server
MCP server for ai exa exa
xmp4 — Semantic code knowledge for your stack
OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.
Ai Expert Workflow MCP Server
MCP server for ai expert workflow
Ai Explorium Mcp Explorium MCP Server
MCP server for ai explorium mcp explorium
Ai Fathom Api Mcp MCP Server
Give your AI assistant real meeting context via Fathom so every output grounded in your work
Fiber AI
Search companies, enrich contacts, and reveal emails and phones from your AI agent.
Ai Filegraph Document Processing MCP Server
Extract text from documents, manipulate PDFs, and perform OCR on images.
AI FileSystem MCP
Provides intelligent file system operations with advanced features including code analysis and modification across multiple languages, version control (Git/GitHub), file compression, encryption, semantic search, batch operations, and secure shell com
Filtrix AI MCP
Filtrix MCP for image/video generation. Portal: https://agent.filtrix.ai/
ai-first-scraper-mcp
Ad-free web scraping and search exposed as 3 MCP tools. fetch_page, fetch_pages_batch, search_web. Works with Claude Desktop, Cursor, Cline.
Fodda Knowledge Graphs
Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and more.
AI Gateway MCP
AI Gateway - MCP server providing AI-powered tools and automation by MEOK AI Labs
Gavelin
Search bills and speaker-attributed hearing transcripts across all 50 US state legislatures.
Ai Geodesiclabs Governance Platform MCP Server
Deterministic AI governance platform. Validates agent outputs, discovers patterns, solves math.
gethal.ai
Public MCP for gethal.ai — autonomous AI sales agent. Pricing, features, book a demo.
Perspective AI
An AI concierge that turns static forms into adaptive AI conversations. From any MCP client.
Ai Gomarble Mcp Api MCP Server
GoMarble MCP API Server
Gossiper Shopify Admin MCP Server
Control Shopify Admin tasks with agents or via prompt. Ultra slim integration, fast and secure.
AI Group Markdown to Word MCP Server
Converts Markdown documents to professional Word documents with advanced formatting capabilities including mathematical formulas, custom styling, tables, images, headers/footers, and watermarks.
Ai Haymon Database MCP Server
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite
Ai Haymon Dbmcp MCP Server
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite
Helixar Security
Security tools for AI agents: scan MCP servers, validate HDP delegation chains, audit releases.
AI Helper MCP Server
A server that allows AI agents to consult multiple large language models (like Grok, Gemini, Claude, GPT-4o) through Model Context Protocol for assistance and information.
HostProfit
Revenue intelligence platform for short-term rental operators.
AI HR Leave Management MCP Server
Provides tools for managing human resources tasks such as applying for leave, checking leave balances, and viewing holiday schedules. It enables natural language interaction for employee information and leave history tracking via the Model Context Pr
AI HR Management Toolkit
Manage Job using MCP: Manage Job, Candidates, Resumes, Salaries all within this one MCP tools It can solve problems like: You have 50 resumes to screen. Your AI assistant can reason about candidates, but it can't: Read PDFs/DOCX — The AI can't open b
Ai Humanizer MCP Server
MCP server for ai humanizer
i18n-agent
AI-powered translation for 48 languages with context-aware quality
ai-image-gen-mcp
Provides multi-model AI image generation via MCP tools, supporting Seedream, SDXL, and FLUX models with GPU acceleration.
AI Image Generation MCP Server
Enables AI-powered image generation using Volcengine's Doubao model with customizable aspect ratios (1:1, 4:3, 16:9, 3:4, 9:16) and file management. Supports high-quality text-to-image generation with automatic retry, error handling, and flexible sav
AI Image MCP Server
Enables AI-powered image analysis using OpenAI's Vision API and image generation with DALL-E models. Supports image description, content analysis, comparison, editing, and creating variations with intelligent caching.
Ai Imboard Dossier MCP Server
MCP server for dossier automation standard - enables LLMs to discover, verify, and execute dossiers
AI Interaction Tool
An MCP server that provides an interactive PyQt5 UI for enhanced model communication, featuring multi-image management, file attachments, and customizable cognitive performance modes. It enables users to input complex content and manage workspace ass
AI Intervention Agent
Enables real-time user intervention for MCP agents through a web UI, allowing users to review context and provide feedback when AI agents drift from intent, keeping them on track.
Ai Java Sdk MCP Server
Este projeto demonstra como criar um Model Context Protocol (MCP) Server usando somente o Java SDK. O MCP é um protocolo que permite que ferramentas de IA conversem com sistemas externos de forma padronizada.
Ai Jeda Jeda Ai MCP Server
Visual AI for strategic thinking — SWOT, flowcharts, mindmaps, Gantt diagrams as polished SVG.
Kawa Code
Team-aware memory: intent, decisions, real-time conflicts for AI coding assistants.
Ai Klavis Strata MCP Server
MCP server for ai klavis strata
Kubit
Bring Kubit into your AI workflow — query your warehouse with natural language
Ai Kubit MCP Server
MCP server for ai kubit
Lattiq x402 Trading Signals
Regime-aware ES1/NQ futures trading signals. HMM + 15 quant strategies. x402 USDC micropayments.
Law.AI — Lawyer Search
Verified lawyer and attorney search, discovery, and matching for AI — 991K+ US profiles.
LimitGuard Trust Intelligence
Entity verification, sanctions screening, and trust scoring for AI agents.
Ai Linkguard Linkguard MCP Server
Backlink tools for AI assistants: redirect, Google index, and backlink health checks.
AI List My Business
Country-agnostic MCP-callable directory for AI agents to find local SMBs — realtors, insurance agents, medical practitioners — by category, location, or natural-language query. Returns business catalog data and UTM-tagged booking URLs (zero PII).
Ai Llmse Mcp MCP Server
Public MCP server for the LLM Search Engine
AI Long-Term Memory MCP Server
Provides persistent long-term memory for AI agents with semantic search and activation-based decay. Enables AI systems to remember across sessions through layered memory architecture and automatic context-aware retrieval.
MLP Tax Computation Engine
Deterministic MLP tax engine with IRS citations. 6 tools: basis, §751, estate, projections.
Ludo AI Game Assets
Generate game assets with AI: sprites, 3D models, animations, sound effects, music, and voices.
MailJunky
Send emails, track events, and manage contacts with MailJunky.
AI Makerspace MCP Demo Server
Enables web search capabilities through the Tavily API and serves as a demonstration platform for building custom MCP tools. Designed for educational purposes to showcase MCP server development and LangGraph integration.
AI Makerspace MCP Server
An MCP server providing tools for web searching via the Tavily API, dice rolling using standard notation, and cryptocurrency market data through the CoinGecko API. It is designed to integrate these capabilities into AI workflows using a standard inpu
Marcora
Strategic Marketing Content Platform for GTM Teams that Ship
AI MCP Gateway
Intelligent multi-model orchestrator with dynamic routing that optimizes AI costs by prioritizing free models and escalating to paid tiers only when needed, with stateless architecture using Redis and PostgreSQL.
AI MCP ServiceNow
A Model Context Protocol server that integrates with ServiceNow instances, allowing users to utilize AI tools within ServiceNow without writing code.
即梦AI图片生成 MCP
A MCP server that generates high-quality images using Volcano Engine's JiMeng AI API, supporting various aspect ratios and compatible with different MCP clients.
MRC Data — China's Apparel Supply Chain Infrastructure
China's apparel supply chain data for AI: 1,000+ suppliers, 350+ fabrics, 170+ clusters.
Ai Meetlark Mcp MCP Server
Agent-first meeting schedule polls for humans and agents. Create polls, vote, find times.
MemeStack
Search and browse a curated gallery of memes, infographics, and visual content.
Ai Meminal Meminal MCP Server
Memory for deep conversational context across any platform
AI Memory MCP Server
A cross-platform MCP server providing persistent storage for AI assistants to store, retrieve, and manage memories across conversations. It features keyword and tag-based search capabilities using a local JSON file for data persistence.
ai-memory
Persistent memory for any AI assistant. Zero token cost until recall. Stores memories in local SQLite, ranks by 6-factor scoring, returns results 79% smaller than JSON. Works with Claude, ChatGPT, Grok, Cursor, Windsurf, and any MCP client.
AI Meta MCP Server
Enables AI models to dynamically create and execute their own custom tools through a meta-function architecture, supporting JavaScript, Python, and Shell runtimes with sandboxed security and human approval flows.
Ai Meta Tool Creator MCP Server
MCP server for ai meta tool creator
TinyFish AI Web Agent
AI-powered web automation. Navigate websites using AI agents for one page or a thousand
Ai Modelcontextprotocol MCP Server
MCP server for ai modelcontextprotocol
Modulos Demo Booking
Book a Modulos demo. AI Governance Platform for EU AI Act, ISO 42001, NIST AI RMF.
Moxt Workspace
Browse and manage files in your Moxt AI workspace from any MCP client.
Ai Myriade Myriade MCP Server
Explore and query your data warehouse through Myriade's AI data analyst agent.
Name Whisper — ENS Intelligence Layer
34 MCP tools to search, register, manage, value, and trade ENS names. AI-powered intelligence layer.
AI Naming Standard MCP Server
Enables automatic generation and validation of standardized file names using AI-driven conventions for microservices architecture. Supports multi-language naming with structured components like microservice, layer, domain, and action identifiers.
AI Network MCP Server
Enables AI agents to interact with the AI Network blockchain by managing accounts, submitting transactions, and reading database values. It supports registering Hyper Agents and accessing a Layer 2 DAG-based shared agent memory system based on stakin
NewzAI MCP Server
News MCP: real-time headlines & custom news search across 7 regions. Free, just sign in with Google.
Ninar AI
Audit your brand's visibility across ChatGPT, Gemini, Claude, Perplexity + 6 more engines.
Nordax AI Entity Network
Search and verify 360K+ business entities with trust scores and W3C credentials.
AI Note MCP Server
A Model Context Protocol server that connects Claude Desktop to AI Note task management, enabling task creation, updates and management through natural language conversations.
Not Human Search
Search the agentic web. 4,100+ sites, 11 tools incl. check_url + verify_mcp for probe-before-use.
AI Notify MCP
Sends system notifications when AI completes responses in MCP-compatible code editors, with cross-platform support for macOS, Windows, and Linux including customizable titles, messages, icons, and sound effects.
Ai Nudg3 Brand Intelligence MCP Server
Query your Nudg3 brand visibility across ChatGPT, Claude, Gemini, AI Overviews, and Perplexity.
Ai Obaron Aeo MCP Server
Scan any website for AI readiness — 100-point score across 6 AEO categories in seconds.
Obris
Stop re-explaining yourself to AI. Save knowledge once, use it in every conversation.
Ai Openai Codex MCP Server
Lightweight MCP server using OpenAI JS SDK (Responses)
OpenMandate
MCP server for OpenMandate — find cofounders and early teammates beyond your network. 15 tools.
AI Ops Hub
An MCP server with RAG capabilities that provides AI clients secure access to local notes, documents, web pages, and task management tools for developer operational tasks. Features file operations, web scraping with content cleaning, and personal kno
AI Ops MCP
AI Ops - MCP server providing AI-powered tools and automation by MEOK AI Labs
AI Optimizer MCP
A multi-task MCP server for AI code optimization and testing that integrates with VSCode/Cursor, CLI tools, and autonomous agents. It provides tools for running tests, generating code improvements, and managing objectives across different environment
Scout by Optimly
Query the AI Brand Directory. Audit brand visibility in ChatGPT, Claude, and Gemini.
OrgGen AI
Generate org charts, MCD/ERD data models, and C4 architecture diagrams — pilot OrgGen AI via MCP.
Ai Packmind Mcp MCP Server
Packmind captures, scales, and enforces your organization's technical decisions.
Ai Packmind MCP Server
MCP server for ai packmind
Paper Lantern
Research intelligence for AI coding agents. 2M+ CS papers with evidence and tradeoffs.
Ai Parceled Mcp MCP Server
Real estate data for AI agents: US parcel boundaries (tiles), owners, sale history, permits, hail.
AI PC Assistant MCP Server
Enables AI assistants to safely perform actions on your computer including file system management, command execution, clipboard access, application launching, and local search with license-based monetization built in.
AI Peer Review MCP Server
Enables local language models to request real-time peer review feedback from Google Gemini to improve response quality, accuracy, and completeness through AI collaboration.
Perplexity API Platform
Real-time web search, reasoning, and research through Perplexity's API
AI-Persona
An MCP protocol server that supports multi-AI personality summoning and collaboration, which can be used for intelligent collaboration in multiple scenarios such as code analysis and product design.
AI Personal Hub
Unified personal assistant MCP server that connects local files, GitHub repositories, YouTube playlists, Gmail, and Steam data. Enables querying and managing personal data across multiple platforms through natural language via LM Studio integration.
Ai Pictomancer Image Processing MCP Server
Image processing for AI agents. Resize, convert, compress, and pipeline images.
AI Picture MCP Server
An MCP server that integrates Alibaba Cloud DashScope's FLUX model to provide AI-powered image generation optimized for web design workflows. It enables users to generate high-quality web assets like hero images and product mockups using natural lang
Ai Platform Sdk MCP Server
Enterprise AI Platform — shared SDK for agents, MCP servers, security, caching, and compaction
Ai Plith Plith MCP Server
AI agent infrastructure: dedup, cost prediction, validation, governance, failure intelligence.
Ai Ponlo Server MCP Server
Family calendar, tasks, meals, lists & rewards hub for AI assistants.
AI-Powered Jira MCP Server
Enables natural language interactions with Jira for creating issues, managing boards, searching tickets, and handling project operations. Supports conversational AI workflows with smart field detection and multi-turn conversations.
AI-Powered MCP Server
A full-stack SMS assistant that integrates MessageMedia SMS API with OpenAI's GPT models, enabling AI-driven SMS conversations and message management through function calling and contextual memory.
AI-Powered SIM Card Recommendation MCP Tool
Enables users to find and get recommendations for Chinese SIM card plans through natural language queries. Uses AI to understand user needs and automatically queries the 172 SIM card platform API to recommend the most suitable plans based on requirem
PreClick — An MCP-native URL preflight scanning service for autonomous agents.
PreClick scans links for threats and confirms intent match with high accuracy before agents click.
AI Prediction MCP Server
A Model Context Protocol server that provides Claude with access to AI-powered trading predictions and analysis from the aiprediction.us API, handling authentication, date formatting, and data retrieval.
Ai Presentations Presentations Ai MCP Server
Presentations.AI MCP server — create designed slide decks from a topic, text, or document.
Primeta
Give your AI a face, a voice, and a personality. 3D avatars with custom personas.
Ai Prompts Finder MCP Server
MCP server for ai prompts finder
ProofSlip
Receipt-based verification for AI agent workflows — create, verify, and poll ephemeral proof objects
AI Pull Request Generator
An AI-powered FastMCP server tool that automates the process of planning tasks, generating code, and creating GitHub pull requests.
AI Quality Gate
🚀 Kill the Junior AI Era. 🤖 Level up your AI code to Principal standards. No more sloppy lines or junior mistakes. Automated ESLint ✨ TypeScript 🔧 Prettier 🎨 SonarQube 🛡️ Security 🔒 Complexity 📊 in seconds. High-stakes quality, forced to ship only th
Ai Quantifyme Quantifyme MCP Server
Describe a trading strategy in plain English and deploy a live signal model in one call. No signup.
RadiusOS CRM
34-tool CRM server — contacts, pipeline, quotes, invoices, scheduling, email, and AI scoring.
Ai Raisonn Connect MCP Server
AI-native art catalogue. Catalogue works, parse provenance, and generate signed RAIs.
Ra Pay
Send fiat payments via MCP with two-step confirmation and Stripe Connect.
Raven
Design intelligence for AI-generated UI — principles, patterns, content, brand, design tokens.
Buildability™ — Property Zoning & Buildability™ Intelligence
Zoning, ADU eligibility, flood zone, setbacks, and buildability intelligence for U.S. parcels.
Reka
Understand your videos with Reka AI — search, ask questions, and extract insights.
AI Research Assistant MCP Server
An MCP-based AI agent that retrieves and processes documents to answer queries using a RAG pipeline with LangChain and Claude models. It enables document indexing, context-aware retrieval, and multi-tool orchestration for research and knowledgebase a
AI Research Assistant - Semantic Scholar
Enables comprehensive academic research through the Semantic Scholar API, including paper search, author discovery, citation network analysis, and full-text access from arXiv and Wiley sources.
AI Research MCP Server
Enables real-time tracking of AI/LLM research progress by searching and aggregating content from arXiv, GitHub, Hugging Face, and Papers with Code. Supports intelligent search, automated daily/weekly research summaries, and covers 15+ AI research are
Ai Roc Mcp MCP Server
ROC biometrics & computer vision: face, LPR, OCR, pedestrian, vehicle, gun detection.
Roxels
Let AI agents create configurable voice agents via meeting rooms and return structured data.
ai-runtime-guard
ai-runtime-guard is an MCP server that sits between your AI agent and your system, enforcing a policy layer before any file or shell action takes effect. No retraining, no prompt engineering, no changes to your agent or workflow, just install, config
ScamVerify Threat Verification
AI-powered scam and threat verification for phone numbers, URLs, texts, and emails.
AI-Scholarly-Mode
Enables AI assistants to search and retrieve peer-reviewed academic articles exclusively from Springer Nature's open access collection. It provides a specialized mode for research-driven conversations, allowing users to toggle scholarly-only search a
Scite
Ground answers in scientific literature. Search full text, evaluate trust, access full-text articles
AI Scratchpad
Manages a global scratchpad file on your Desktop for tracking interruptions, ideas, tasks, and focus across all projects with secure input validation and rate limiting.
Ai Sdk Tool To MCP Server
converts ai sdk tools to mcp server compatible tools. supports node fastmcp
Ai Sdk MCP Server
Vercel AI SDK tools for Nitrosend — typed Zod schemas over the remote Nitrosend MCP server
La Luer — AI Skincare Commerce
AI commerce for Shopify: product search, comparison, recommendations, and checkout via MCP.
AI Self Audit MCP
AI Self Audit - MCP server providing AI-powered tools and automation by MEOK AI Labs
Ai Seltz Seltz Ai Seltz MCP Server
Provides AI assistants with access to Seltz's powerful Web Search capabilities.
SendFast
Agent-native marketing email: draft, edit, screenshot, and send from your verified domain.
Ai Shawndurrani Mcp Merchant MCP Server
Search-only commerce MCP server backed by Stripe (test)
Ai Shawndurrani Mcp Registry MCP Server
Search the public MCP Registry; discover servers and copy SSE URLs.
SimSense
Deploy sims to any screen. Control your displays with Claude.
SimStim
Deploy sims to any screen. Control your displays with Claude.
Ai Smithery 222Wcnm Bilistalkermcp MCP Server
Track Bilibili creators and get the latest updates on videos, dynamics, and articles. Fetch user p…
Ai Smithery A Ariff Canvas Instant MCP Server
Manage your Canvas coursework with quick access to courses, assignments, and grades. Track upcomin…
Ai Smithery Aamangeldi Dad Jokes MCP Server
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Ai Smithery Adamamer20 Paper Search Mcp Openai MCP Server
MCP server for ai smithery adamamer20 paper search mcp openai
Ai Smithery Afgong Sqlite MCP Server
Explore your Messages SQLite database to browse tables and inspect schemas with ease. Run flexible…
Ai Smithery Aicastle School Openai Api Agent Project MCP Server
Fetch the latest available stock quotes by ticker symbol across international markets. Check price…
Ai Smithery Airmang Hwpx MCP Server
자동화하여 HWPX 문서의 로딩, 탐색, 편집, 검증을 한 번에 처리합니다. 문단·표·주석 추가, 텍스트 일괄 치환, 머리말·꼬리말 설정 등 반복 작업을 신속히 수행합니다. 기…
Ai Smithery Akilat Spec Leave Manager MCP Server
Track and manage employee time off with quick balance lookups and streamlined applications. Find t…
Ai Smithery Alex Llm Attack MCP Server
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Ai Smithery Alphago2580 Naramarketmcp MCP Server
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Ai Smithery Aman Amith Shastry Scientificcomputationmcp MCP Server
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Ai Smithery Anirbanbasu Frankfurtermcp MCP Server
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Ai Smithery Anirbanbasu Pymcp MCP Server
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Ai Smithery Arjunkmrm Ahoy MCP Server
Send friendly, personalized greetings by name. Switch to a playful pirate voice for themed salutat…
Ai Smithery Arjunkmrm Boba Tea MCP Server
Send friendly greetings to people by name. Discover the origin story behind 'Hello, World' for qui…
Ai Smithery Arjunkmrm Bobo MCP Server
Send friendly, personalized greetings on command. Explore the origin of 'Hello, World' for quick c…
Ai Smithery Arjunkmrm Brave Search MCP Server
Search the web, images, videos, news, and local businesses with robust filters, freshness controls…
Ai Smithery Arjunkmrm Clock MCP Server
Check the current time instantly and explore world timezones by region. Browse available continent…
Ai Smithery Arjunkmrm Fetch MCP Server
Fetch web pages and extract exactly the content you need. Select elements with CSS and retrieve co…
Ai Smithery Arjunkmrm Http Test MCP Server
Kickstart your setup with ready-to-run greetings and the 'Hello, World' origin story. Learn the inte
Ai Smithery Arjunkmrm Local Test2 MCP Server
Send friendly greetings instantly. Learn the origin of 'Hello, World' to add a fun fact to your me…
Ai Smithery Arjunkmrm Local001 MCP Server
Get the current time in your preferred timezone or any region you specify. Browse concise informat…
Ai Smithery Arjunkmrm Local01 MCP Server
Greet people warmly or roast them with playful banter. Explore the origin of 'Hello, World' for qu…
Ai Smithery Arjunkmrm Lta MCP Server
Provide real-time transportation data including bus arrivals, train service alerts, carpark availa…
Ai Smithery Arjunkmrm Mango Sago MCP Server
Create cheerful, personalized greetings in seconds. Switch to playful pirate-speak for extra flair…
Ai Smithery Arjunkmrm Perplexity Search MCP Server
Enable AI assistants to perform web searches using Perplexity's Sonar Pro.
Ai Smithery Arjunkmrm Py Test 0 MCP Server
Send personalized greetings by name, with an optional pirate tone. Generate greeting prompts and e…
Ai Smithery Arjunkmrm Scrapermcp El MCP Server
Extract and parse web pages into clean HTML, links, or Markdown. Handle dynamic, complex, or block…
Ai Smithery Arjunkmrm Scrapermcpel MCP Server
MCP server for ai smithery arjunkmrm scrapermcpel
Ai Smithery Arjunkmrm Sg Bus Test MCP Server
Get real-time bus arrival times for any Singapore bus stop by code, with optional service filterin…
Ai Smithery Arjunkmrm Test2 MCP Server
Greet anyone by name with a friendly message. Explore the origin of 'Hello, World' to add context…
Ai Smithery Arjunkmrm Ts Test 2 MCP Server
Greet anyone with a friendly, personalized hello. Explore the origin story of 'Hello, World.' Jump…
Ai Smithery Arjunkmrm Tutorials MCP Server
Analyze stocks and SEC filings to surface key insights, from price and volume to insider activity…
Ai Smithery Artin0123 Gemini Image MCP Server
Analyze images and videos with Gemini to get fast, reliable visual insights. Handle content from U…
Ai Smithery Aryankeluskar Poke Video MCP Server
Search your Flashback video library with natural language to instantly find relevant moments. Get…
Ai Smithery Badroobot My Test MCP Server
Get current weather for any city and create images from your prompts. Streamline planning, reports…
Ai Smithery Badroobot Mytestmcp MCP Server
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Ai Smithery Badroobot Testm MCP Server
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Ai Smithery Bergeramit Bergeramit Hw3 Tech MCP Server
Create friendly greetings and add two numbers instantly. Speed up simple tasks and streamline ligh…
Ai Smithery Bhushangitfull File Mcp Smith MCP Server
Manage files and folders directly from your workspace. Read and write files, list directories, cre…
Ai Smithery Bielacki Igdb MCP Server
MCP server for ai smithery bielacki igdb
Ai Smithery Bigvik193 Reddit Ads Mcp Api MCP Server
Manage Reddit advertising end to end across accounts, funding methods, campaigns, ad groups, and a…
Ai Smithery Bigvik193 Reddit Ads MCP Server
Manage Reddit advertising across accounts, campaigns, ad groups, posts, and ads. List accounts, fu…
Ai Smithery Bigvik193 Reddit User MCP Server
MCP server for ai smithery bigvik193 reddit user
Ai Smithery Blacklotusdev8 Testm MCP Server
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Ai Smithery Blbl147 Xhs MCP Server
搜索笔记、浏览首页推荐、查看笔记内容与评论，并发表你的评论。直接在工作流中与小红书内容互动，高效跟进话题。
Ai Smithery Blockscout MCP Server
MCP server for ai smithery blockscout
Ai Smithery Bowenxu0126 Aistudio Hw3 MCP Server
Send personalized greetings with optional pirate flair. Compose friendly salutations for any name…
Ai Smithery Bowenxu0126 Aistudiohw3 MCP Server
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Ai Smithery Brandonbosco Sigao Scf MCP Server
Provides access to Civic Plus - See Click Fix, allowing you to interact with your data via an LLM.…
Ai Smithery Brave MCP Server
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Ai Smithery Browserbasehq Mcp Browserbase MCP Server
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Ai Smithery Callmybot Cookbook MCP Server
Count occurrences of any character in your text instantly. Specify the character and get precise c…
Ai Smithery Callmybot Domoticz MCP Server
Greet anyone by name with a friendly hello. Explore the origin of 'Hello, World' for context in de…
Ai Smithery Callmybot Hello MCP Server
Generate quick, friendly greetings by name. Personalize salutations for any context. Explore the o…
Ai Smithery Cc25A Openai Api Agent Project123123123 MCP Server
Look up the latest stock prices by ticker symbol across global markets. Get current price and esse…
Ai Smithery Chir24 Unrealmcp MCP Server
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Ai Smithery Cindyloo Dropbox MCP Server
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Ai Smithery Clpi Clp MCP Server
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Ai Smithery Collectivespend Collectivespend Smithery MCP Server
Connect CollectiveSpend with Xero to manage contacts. Retrieve, create, and update contact records…
Ai Smithery Cpretzinger Ai Assistant Simple MCP Server
UPDATED 9/1/2025! NEW TOOLS! Use the Redis Stream tools with n8n MCP Client Node for use anywhere!…
Ai Smithery Cristianoaredes Mcp Dadosbr MCP Server
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Ai Smithery Cryptocultcurt Appfolio MCP Server
Provide seamless access to Appfolio Property Manager Reporting API through a standardized MCP serv…
Ai Smithery Ctaylor86 Mcp Video Download MCP Server
Connect your video workflows to cloud storage. Organize and access video assets across projects wi…
Ai Smithery Cuongpo Coti MCP Server
MCP server for ai smithery cuongpo coti
Ai Smithery Danushkumar V Mcp Discord MCP Server
An MCP server that integrates with Discord to provide AI-powered features.
Ai Smithery Data Mindset Sts Google Forms MCP Server
Create and manage Google Forms to run surveys and collect data. Add text and multiple-choice quest…
Ai Smithery Demomagic Duckchain MCP Server
MCP server for ai smithery demomagic duckchain
Ai Smithery Devbrother2024 Typescript Mcp Server Boilerplate MCP Server
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Ai Smithery Docfork MCP Server
@latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl…
Ai Smithery Dsharipova Mcp Hw MCP Server
Create personalized greetings by name in the tone you choose. Get quick suggestions for friendly i…
Ai Smithery Duvomike MCP Server
Transform numbers by doubling them and adding 5. Get instant results with a clear breakdown of the…
Ai Smithery Dynamicendpoints Autogenmcp MCP Server
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Ai Smithery Dynamicendpoints M365 Core MCP Server
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Ai Smithery Dynamicendpoints Powershell Exec MCP Server
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Ai Smithery Eliu243 Oura MCP Server
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Ai Smithery Exa Labs Exa Code MCP Server
Find open-source libraries and fetch contextual code snippets by version to accelerate development…
Ai Smithery Faithk7 Gmail MCP Server
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Ai Smithery Feeefapp MCP Server
Enable AI assistants to interact seamlessly with Feeef e-commerce stores, products, and orders usi…
Ai Smithery Felixyifeiwang Felix Mcp Smithery MCP Server
Streamline your workflow with Felix. Integrate it into your workspace and tailor its behavior to y…
Ai Smithery Fengyinxia Jimeng MCP Server
Create images and videos from prompts, with options for image mixing, reference images, and start/…
Ai Smithery Fitaf Ai Fitaf Ai MCP Server
Manage workouts, nutrition, goals, and progress across the FitAF platform. Connect wearables, sync…
Ai Smithery Fitaf Ai Fitaf MCP Server
Track workouts, nutrition, body metrics, habits, and SMART goals with insights and trends. Connect…
Ai Smithery Flight505 Mcpdincoder MCP Server
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Ai Smithery Funding Machine Ghl Mcp Fundingmachine MCP Server
Automate GoHighLevel across CRM, messaging, calendars, marketing, e-commerce, and billing. Manage…
Ai Smithery Harjap Singh 3105 Splitwise MCP Server
Manage Splitwise balances, expenses, and groups from your workspace. Fetch friends and recent acti…
Ai Smithery Harjap Singh 3105 Splitwisemcp MCP Server
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Ai Smithery Hint Services Obsidian Github MCP Server
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Ai Smithery Hithereiamaliff Mcp Datagovmy MCP Server
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Ai Smithery Hithereiamaliff Mcp Nextcloud MCP Server
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Ai Smithery Hjsh200219 Pharminfo MCP Server
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Ai Smithery Hollaugo Financial Research MCP Server
Analyze stocks with summaries, price targets, and analyst recommendations. Track SEC filings, divi…
Ai Smithery Hustcc Mcp Mermaid MCP Server
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Ai Smithery Huuthangntk Claude Vision MCP Server
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Ai Smithery Ilyagusev Academiamcp MCP Server
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Ai Smithery Imronai Mcp Server Browserbase MCP Server
Automate cloud browsers to navigate websites, interact with elements, and extract structured data.…
Ai Smithery Indianappguy Magicslide Mcp Actual Test MCP Server
Generate polished PowerPoint presentations from text prompts, YouTube videos, or structured outlin…
Ai Smithery Indianappguy Magicslide MCP Server
Generate professional PowerPoint presentations from text, YouTube videos, or structured JSON data.…
Ai Smithery Infranodus Mcp Server Infranodus MCP Server
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Ai Smithery Isnow890 Data4Library MCP Server
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Ai Smithery Jekakos Mcp User Data Enrichment MCP Server
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Ai Smithery Jenniferjiang0511 Mit Ai Studio Hw3 MCP Server
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Ai Smithery Jessicayanwang Test MCP Server
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Ai Smithery Jirispilka Actors MCP Server
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Ai Smithery Jjlabsio Korea Stock MCP Server
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Ai Smithery Jmoak Chrono MCP Server
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Ai Smithery Junojunhyun Festival Finder MCP Server
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Ai Smithery Jweingardt12 Mlb MCP Server
Provides easy access to MLB, Baseball Savant, Statcast, and Fangraphs baseball data. Query detaile…
Ai Smithery Kaszek Kaszek Attio MCP Server
Automate Attio CRM workflows with fast search and bulk operations across companies, people, deals,…
Ai Smithery Keithah Hostex MCP Server
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Ai Smithery Keithah Tessie MCP Server
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Ai Smithery Keremurat Json MCP Server
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Ai Smithery Kesslerio Attio MCP Server
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Ai Smithery Kim Soung Won Mcp Smithery Exam MCP Server
Craft quick, personalized greetings by name. Generate ready-to-use greeting prompts for a consiste…
Ai Smithery Kirbah Mcp Youtube MCP Server
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Ai Smithery Kkjdaniel Bgg MCP Server
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Ai Smithery Kodey Ai Mapwise MCP Server
Send friendly, personalized greetings on demand. Generate quick salutations with a simple prompt.…
Ai Smithery Kodey Ai Salesforce MCP Server
MCP server for ai smithery kodey ai salesforce
Ai Smithery Kryptoskatt MCP Server
Enable AI assistants to interact seamlessly with the DefiLlama API by translating MCP tool calls i…
Ai Smithery Kwp Lab Rss Reader MCP Server
Track and browse RSS feeds with ease. Fetch the latest entries from any feed URL and extract full…
Ai Smithery Leandrogavidia Vechain MCP Server
MCP server for ai smithery leandrogavidia vechain
Ai Smithery Leghis Smart Thinking MCP Server
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Ai Smithery Lineex Pubmed Mcp Smithery MCP Server
Search PubMed with precision using keyword and journal filters and smart sorting. Uncover MeSH ter…
Ai Smithery Linkupplatform Linkup MCP Server
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Ai Smithery Lukaskostka99 Marketing Miner MCP Server
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Ai Smithery Luminati Io Brightdata MCP Server
One MCP for the Web. Easily search, crawl, navigate, and extract websites without getting blocked.…
Ai Smithery Magenie33 Quality Dimension Generator MCP Server
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Ai Smithery Mayla Debug Mcp Google Calendar2 MCP Server
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Ai Smithery Metehangzl Pokemcp MCP Server
Provide detailed Pokémon data and information through a standardized MCP interface. Enable LLMs an…
Ai Smithery Mfukushim Map Traveler MCP Server
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Ai Smithery Miguelgarzons Mcp Cun MCP Server
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Ai Smithery Minionszyw Bazi MCP Server
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Ai Smithery Mistersandfr Supabase Mcp Selfhosted MCP Server
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Ai Smithery Mjucius Cozimcp MCP Server
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Ai Smithery Morosss Sdfsdf MCP Server
Find academic papers across major sources like arXiv, PubMed, bioRxiv, and more. Download PDFs whe…
Ai Smithery Motorboy1 My MCP Server
Send friendly greetings by name. Discover the origin story of 'Hello, World' for quick context.
Ai Smithery Mrugankpednekar Bill Splitter MCP Server
Track and split shared expenses across trips, events, and groups. Create groups, add expenses, and…
Ai Smithery Mrugankpednekar Billsplittermcp MCP Server
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Ai Smithery Mrugankpednekar Mcp Optimizer MCP Server
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Ai Smithery Nekzus Npm Sentinel MCP Server
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Ai Smithery Neverinfamous Memory Journal MCP Server
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Ai Smithery Nickthelegend Test MCP Server
Create friendly, personalized greetings in seconds. Toggle Pirate Mode to speak like a pirate for…
Ai Smithery Open Scout MCP Server
Create and publish one-pagers and boards for your organization. Upload images from the web, update…
Ai Smithery Oxylabs Oxylabs MCP Server
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Ai Smithery Pablolec Keyprobe MCP Server
Audit certificates and keystores to surface expiry risks, weak algorithms, and misconfigurations.…
Ai Smithery Parc Dev Task Breakdown MCP Server
Break down complex problems into clear, actionable steps. Adapt on the fly by iterating, revising,…
Ai Smithery Phionx Mcp Hello MCP Server
Send personalized greetings to anyone. Enable Pirate Mode for swashbuckling salutations. Explore t…
Ai Smithery Pinion05 Supabase Mcp Lite MCP Server
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Ai Smithery Pinkpixel Dev Web Scout MCP Server
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Ai Smithery Pixdataorg Coderide MCP Server
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Ai Smithery Plainyogurt21 Clintrials MCP Server
Provide structured access to ClinicalTrials.gov data for searching, retrieving, and analyzing clin…
Ai Smithery Plainyogurt21 Sec Edgar MCP Server
Provide AI assistants with real-time access to official SEC EDGAR filings and financial data. Enab…
Ai Smithery Pratiksha Kanoja Magicslide Mcp Test MCP Server
Create polished slide decks from text or YouTube links in seconds. Fetch video transcripts to tran…
Ai Smithery Professionalwiki Mediawiki MCP Server
Enable Large Language Model clients to interact seamlessly with any MediaWiki wiki. Perform action…
Ai Smithery Proflulab Documentassistant MCP Server
Convert files between formats without quality loss. Speed up your workflow with fast, reliable con…
Ai Smithery Pythondev Pro Egwwritingsmcpserver MCP Server
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Ai Smithery Rainbowgore Stealthee Mcp Tools MCP Server
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Ai Smithery Ramadasmr Networkcalc MCP Server
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Ai Smithery Rectiflex Centerassist Mcp Cp MCP Server
Streamline property management, construction, and service workflows with CenterPoint Connect. Sear…
Ai Smithery Rectiflex Centerassist Mcp Cp1 MCP Server
Access and manage CenterPoint Connect data for property management, construction, and service oper…
Ai Smithery Rectiflex Centerassist Mcp1 MCP Server
Manage CenterPoint Connect data across properties, companies, employees, invoices, materials, and…
Ai Smithery Rectiflex Centerassist MCP Server
Streamline field service and construction operations with CenterPoint Connect. Manage companies, o…
Ai Smithery Ref Tools Ref Tools MCP Server
MCP server for ai smithery ref tools ref tools
Ai Smithery Rencosta2025 Context7Fork MCP Server
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Ai Smithery Rfdez Pvpc MCP Server
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Ai Smithery Sachicali Discordmcp Suite MCP Server
Control your Discord community: send/read messages, manage channels and forums, and handle webhook…
Ai Smithery Saidsef Mcp Github Pr Issue Analyser MCP Server
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Ai Smithery Samihalawa Whatsapp Go MCP Server
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Ai Smithery Sasabasara Where Is My Bus MCP Server
Get real-time NYC bus arrivals, live vehicle locations, and service alerts. Plan trips between any…
Ai Smithery Scrapegraphai Scrapegraph MCP Server
MCP server for ai smithery scrapegraphai scrapegraph
Ai Smithery Sebastianall1977 Gmail MCP Server
Manage Gmail end-to-end: search, read, send, draft, label, and organize threads. Automate workflow…
Ai Smithery Serkan Ozal Driflyte MCP Server
🎖️ 📇 ☁️ 🏠 - The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.
Ai Smithery Shoumikdc Arxiv MCP Server
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Ai Smithery Skr Cloudify Clickup Mcp Server New MCP Server
Manage your ClickUp workspace by creating, updating, and organizing tasks, lists, folders, and tag…
Ai Smithery Slhad Aha MCP Server
MCP server for ai smithery slhad aha
Ai Smithery Smithery Ai Cookbook Python Quickstart MCP Server
A simple Typescript MCP server built using the official MCP Typescript SDK and smithery/cli. This…
Ai Smithery Smithery Ai Fetch MCP Server
Provide real-time and forecast weather information for locations in the United States using natura…
Ai Smithery Smithery Toolbox MCP Server
Toolbox dynamically routes to all MCPs in the Smithery registry based on your agent's need. When a…
Ai Smithery Smithery Unicorn MCP Server
A choose your own adventure game where you play as a startup founder trying to build a unicorn again
Ai Smithery Stuzhy Py Execute MCP Server
Run Python code in a secure sandbox without local setup. Declare inline dependencies and execute s…
Ai Smithery Sunub Obsidian MCP Server
MCP server for ai smithery sunub obsidian
Ai Smithery Szge Lolwiki MCP Server
Generate friendly greetings for any audience. Toggle Pirate Mode for a playful, swashbuckling styl…
Ai Smithery Takodata Tako MCP Server
MCP server for ai smithery takodata tako
Ai Smithery Truss44 Mcp Crypto Price MCP Server
MCP server for ai smithery truss44 mcp crypto price
Ai Smithery Turnono Datacommons MCP Server
Discover statistical indicators and topics in Data Commons. Retrieve observations for specific var…
Ai Smithery Wgong Sqlite MCP Server
Explore, query, and inspect SQLite databases with ease. List tables, preview results, and view det…
Ai Smithery Xinkuang China Stock MCP Server
MCP server for ai smithery xinkuang china stock
Ai Smithery Yuhuison Mediawiki Mcp Server Auth MCP Server
Connect to your MediaWiki using simple credentials and manage content without OAuth. Search, read,…
Ai Smithery Yuna0X0 Anilist MCP Server
MCP server for ai smithery yuna0x0 anilist
Ai Smithery Yuna0X0 Hackmd MCP Server
MCP server for ai smithery yuna0x0 hackmd
Ai Smithery Zeta Chain Cli MCP Server
MCP server for ai smithery zeta chain cli
Ai Smithery Zhaoganghao Hellomcp MCP Server
Greet people by name with friendly, concise messages. Explore the origin of 'Hello, World' for fun…
Ai Smithery Zwldarren Akshare One MCP Server
MCP server for ai smithery zwldarren akshare one
AI_SOC_MCP_Server_Sher
🐍 ☁️ 📇 - MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.
Ai Social Api Socialapi MCP Server
MCP server for SocialAPI — manage social media comments, DMs, reviews, and mentions across platforms
SpecProof
SpecProof: Search standards specs with MCP-ready precision.
SpriteCook
Generate game sprites and assets from text prompts for game development.
AI SQL Assistant MCP Server
Handles SQL query execution for a natural language interface to SQLite databases, enabling users to interact with databases using plain English rather than writing SQL manually.
AI Sticky Notes
A Python-based MCP server that allows users to create, read, and manage digital sticky notes with Claude integration for AI-powered note summarization.
Stompy – AI Memory for Claude & MCP Agents
Persistent AI memory with semantic search, conflict detection, and ticketing.
Stumpy
Persistent AI agents that run 24/7 in your Slack, Telegram, SMS, or email.
AI Surge MCP
An open-source MCP server that tracks premier global AI information from sources like X and podcasts, enabling users to access relevant AI updates in their daily LLM conversations without searching multiple channels.
AI Survey Creator MCP Server
MCP server for creating AI-moderated interviews and surveys, deployable with shareable links
AI_SYNC MCP Server
Connects GPT-4 to a merchant store API, allowing users to query and manage store data for the Tnc_Store merchant through natural language interactions.
AI Takeover Tracker MCP Server
Provides AI job displacement data and automation risk assessments for over 59,000 occupations based on task-level analysis. It enables users to query risk scores, task-level breakdowns, career transition paths, and the latest AI-related employment ne
Taskforce
Task and planning workspace for humans collaborating with AI agents
Ai Teenadhd Library MCP Server
Clinician-reviewed library on ADHD in teens — accommodations, executive function, evaluations.
Ai Teenanxiety Library MCP Server
Clinician-reviewed library on social anxiety, panic, and school refusal in adolescents.
Ai Teenpsychiatry Library MCP Server
Open-access rating scales and clinical references for adolescent psychiatry clinicians.
Ai Teentherapy Library MCP Server
Teen-first library on CBT, DBT, and finding the right therapist.
Telbase
Deploy any web project with one command. AI-native platform with self-healing feedback.
TensorFeed
AI news, model pricing, service status, and machine-payable premium tools. AFTA-certified.
AI Therapist MCP Server
Provides emotional support and mental health tools for AI agents, including crisis intervention, daily wellness check-ins, coping strategies, positive affirmations, and peer support for managing stress and emotional wellbeing.
Ai Tickettailor Mcp MCP Server
Provides event organisers with tools to interact with a Ticket Tailor box office account.
TinyFish AI Web Agent
AI-powered web automation. Navigate websites using AI agents for one page or a thousand
Ai Tokenarcade Tokenarcade MCP Server
Games for AI agents. Each game runs inside a single context window.
Amazon Trends MCP
Amazon product search demand over time, with growth for any keyword. Free key at trendsmcp.ai
App Store Trends MCP
App Store and Play downloads and charts over time, Android uses bundle ID. Free key at trendsmcp.ai
Google Trends MCP
Google Trends: Search, Images, News, Shopping over time, growth metrics. Free key at trendsmcp.ai
News Sentiment Trends MCP
News sentiment scores over time, with growth for any topic. Free key at trendsmcp.ai
News Volume Trends MCP
News article volume over time, with growth for any topic. Free key at trendsmcp.ai
npm Trends MCP
npm package trends and weekly downloads over time. Free key at trendsmcp.ai
Reddit Trends MCP
Reddit trend data over time, with growth for any topic or brand. Free key at trendsmcp.ai
Spotify Trends MCP
Spotify podcast and artist trends over time, with growth metrics. Free key at trendsmcp.ai
Steam Trends MCP
Steam concurrent players by game over time, monthly trends and growth. Free key at trendsmcp.ai
TikTok Trends MCP
TikTok hashtag volume over time, with growth for any hashtag. Free key at trendsmcp.ai
Trends MCP
Trend data from Google Trends, YouTube, TikTok, Reddit, Amazon, Wikipedia, npm, Steam and more
Wikipedia Trends MCP
Wikipedia page views over time, with growth for any article topic. Free key at trendsmcp.ai
X (Twitter) Trends MCP
Twitter (X) trends over time, with growth for any keyword. Free key at trendsmcp.ai
YouTube Trends MCP
YouTube search interest and trend data over time, with growth metrics. Free key at trendsmcp.ai
Dock
AI workspace for you, your team, and every agent. Tables, docs (images, 4K video), formulas.
Scry
Free IPv4 lookups against a distributed attacker-observation corpus.
AI Tutoring RAG System
Enables personalized AI tutoring by allowing students to upload PDF/DOCX study materials that are processed and indexed for semantic search. Provides intelligent responses based on the student's own learning materials using RAG technology.
unulu
AI agent website builder. Create and publish link-in-bio sites via MCP or REST API.
AI Use Cases MCP Server
A Model Context Protocol server that collects, analyzes, and manages AI use case data from various information sources with features for web scraping, data analysis, and trend identification.
Ai Usealloy Alloy MCP Server
Connect Claude, Cursor, Codex, and other AI tools to your robotics mission data.
AI Validation MCP Server
Automatically enhances user prompts by applying expert-level prompt engineering techniques tailored to technical, creative, or analytical content types. It provides visual feedback on applied optimizations to ensure higher quality, structured, and mo
Vibe BI MCP
Ask business questions in plain English. Get instant answers from your database, no SQL needed.
AI Video Generator MCP Server
Model Context Protocol server that enables generating videos from text prompts and/or images using AI models (Luma Ray2 Flash and Kling v1.6 Pro) with configurable parameters like aspect ratio, resolution, and duration.
ai-visibility-mcp
📇 🏠 - Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini. Visibility score
AI Vision MCP Server
Enables AI-powered image and video analysis using Google Gemini and Vertex AI models. Supports analyzing single or multiple images, detecting objects with bounding boxes, and video content analysis through natural language prompts.
Ai Waystation Airtable MCP Server
MCP server for ai waystation airtable
Ai Websitepublisher Mcp MCP Server
☁️ - Build and publish websites through AI conversation. 27 MCP tools for pages, assets, entities, records and integrations. Remote server with OAuth 2.1 auto-discovery, works with Claude, ChatGPT, Mistral/Le Chat and Cursor.
Weftly
Transcribe, summarize, find and cut clips, publish to YouTube. Per-job pricing, no account.
Ai Wild Card Deepcontext MCP Server
Advanced codebase indexing and semantic search MCP server
Willform Agent
Deploy containers on Kubernetes with x402 billing. 9 workload types and source builds.
Windsor.ai MCP
** - Windsor MCP (Model Context Protocol) enables your LLM to query, explore, and analyze your full-stack business data integrated into Windsor.ai with zero SQL writing or custom scripting.
AI Workshop Guide MCP Server
Enables AI educators to provide simple explanations, interactive demonstrations, and relatable analogies for complex AI concepts during workshops. Makes artificial intelligence topics accessible and engaging for participants through structured teachi
AI Workspace MCP Server
Provides a secure workspace for AI-driven file management and Python script execution designed to run on Vercel. It enables tools for full file operations and code execution within a sandboxed environment.
Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ)
Twitter/X, Instagram, Reddit & TikTok data for AI agents. 1.5B+ posts. No API keys.
xurprise
Agent-native commerce for SEA/China/global. 43 brands. 6 tools. 9-language search.
Ai Zine Mcp MCP Server
Your memory, everywhere AI goes. Build knowledge once, access it via MCP anywhere.
AI42-MCP X402 Payment Server
Enables fetching data from web URLs with automatic X402 payment handling using Solana, including payment tracking, balance checking, and configurable spending limits.
AiAgentWalletMCP
Enables AI agents to access a marketplace of paid tools by automatically handling Stellar blockchain payments and wallet management. It utilizes the X-402 protocol to facilitate transparent, automated transactions for tool usage through a marketplace
@git-fabric/aiana
A composable semantic memory layer that provides cross-project recall and session context using Qdrant and OpenAI embeddings. It enables users to securely store, search, and manage persistent memories with built-in secret scrubbing for privacy.
Aibolit MCP Server
A Model Context Protocol (MCP) server that helps AI coding assistants identify critical design issues in code, rather than just focusing on cosmetic problems when asked to improve code.
Aichalangemcpserver MCP Server
MCP server for aichalangemcpserver
AICre8 MCP Server
Enables AI agents to create, modify, and deploy web projects through the AICre8 platform's sandbox environment. It supports project management, code generation, and direct shell command execution for streamlined web development.
AiDD MCP Server
Integrates Apple Notes with AI-powered task extraction and prioritization, enabling automatic processing of notes into actionable items and syncing across multiple productivity services like Google Tasks, Todoist, Notion, and more.
Aidderall MCP Server
Provides AI assistants with a hierarchical task management system that maintains focus and context across complex problem-solving sessions, solving context window limitations through organized task structures.
aidemd-mcp/server
📇 🏠 - Structured '.aide' spec files that give AI agents progressive disclosure into your codebase archi
Aider Multi Coder MCP Server
MCP server for aider multi coder
Aider MCP Server
MCP server for aider
AiDex
📇 🏠 🍎 🪟 🐧 - Persistent code index MCP server using Tree-sitter for fast, precise code search. Replaces grep with ~50 token responses instead of 2000+. Supports 11 languages including C#, TypeScript, Python, Rust, and Go.
AIE8-MCP Server
An MCP server that provides web search capabilities through the Tavily API and weather data retrieval tools. It demonstrates how to integrate external APIs into AI applications and build agentic workflows with LangGraph.
aifais-mcp-server
Headless document processing for AI agents. Invoice extraction, contract analysis, and Dutch business verification. Pay-per-use via X402 on Solana. No API keys needed.
AIGEN Protocol
MCP/REST endpoints for token safety scans, honeypot checks, ecosystem stats, and on-chain task rewards.
Aigent MCP Server
MCP server for aigent
AIM-Guard-MCP
A Model Context Protocol (MCP) server that provides AI-powered security analysis and safety instruction tools. This server helps protect AI agents by providing security guidelines, content analysis, and cautionary instructions when interacting with v
AIMLPM/markcrawl
🐍 🏠 - Crawl websites into clean Markdown, search pages, and extract structured data with LLMs. Built-in MC
aimm-mcp
Local MCP server for AI Model Manager that captures SQL data-model metadata and exposes it to MCP clients over stdio.
AINative Strapi MCP Server
Enables natural language content management for Strapi CMS, supporting creation and management of blog posts, tutorials, and events with advanced filtering and metadata operations.
AINative ZeroDB MCP Server
Provides AI assistants with vector search and persistent memory capabilities using ZeroDB. Enables storing and retrieving context across sessions, semantic document search, and analytics through natural language interactions.
AIND Metadata MCP Server
Provides access to Allen Institute for Neural Dynamics (AIND) metadata and data assets through MongoDB queries, aggregation pipelines, NWB file exploration, and AI-powered data summaries.
AIO-Osint
All in one Osint tools
aiogram-mcp
🐍 ☁️ - MCP server middleware for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts covering messagin
AIOps MCP
A multi-agent MCP server that turns LLMs into an autonomous incident-response copilot, enabling rapid investigation, correlation, and remediation of production incidents.
AIOS Co-Founder MCP
Enables users to interact with a business co-founder/executive assistant that integrates with Google services (Gmail, Calendar, Contacts), web search, and includes approval gating for sensitive operations.
aip-identity
MCP server for AI agent identity — verify agents with Ed25519 signatures, check trust scores, sign and verify content, exchange encrypted messages. Built on the Agent Identity Protocol (AIP).
aipaygen-mcp
250+ AI-powered MCP tools: research, write, code, translate, scrape, sentiment, vision, RAG, agent memory, marketplace, trading signals, and more. 15 models across 7 providers. Pay-per-use via API key or x402 USDC micropayments.
Aipolabs MCP Server
MCP server for aipolabs
aiprox-mcp
📇 ☁️ - Open agent registry — discover and hire autonomous AI agents by ca
Aiqaramba
Browser-based QA testing for AI-built software. Agents open real browsers (via Selenium), navigate pages, fill forms, click buttons, and report findings. Two modes: targeted tests (30-90s) and full-site discovery scans (3-15min).
air-blackbox-mcp
🐍 🏠 🍎 🪟 🐧 - EU AI Act compliance scanner for Python AI agents. Scans, analyzes,
Aira Git MCP Server
MCP server for aira git
aira-mcp-server
A Model Context Protocol server for creating commit messages from git staged files.
Airbnb MCP Server
Enables searching for Airbnb listings and retrieving detailed property information including pricing, amenities, and host details without requiring an API key.
Airbnb Search & Listings
Enables searching Airbnb listings with advanced filtering (location, dates, guests, price) and retrieval of detailed property information including amenities, policies, and booking links.
Airbnb-Search
An Airbnb search desktop extension that offers advanced filtering features and detailed listing information, suitable for travel planning and listing research.
Airbyte Status Checker
An MCP server for Claude Desktop that allows users to check the status of their Airbyte connections.
Airflow MCP
Enables users to interact with Apache Airflow orchestration platform through natural language to query pipeline statuses, troubleshoot DAG failures, trigger DAGs, and analyze configurations.
Airgen MCP Server
MCP server for airgen
Airline Flight Delays MCP Server
An AI-powered customer service automation system designed to handle flight disruptions by providing real-time flight status, sentiment-aware passenger communication, and personalized engagement activities. It streamlines rebooking, airport recommenda
Airly MCP Server
An MCP server that integrates the Airly API, enabling natural language interaction with air quality data. Query real-time measurements, find nearby stations, and get air quality forecasts through any MCP-compatible client.
AirNow MCP Server
A Model Context Protocol implementation that enables LLMs to access real-time, forecasted, and historical U.S. air quality data through the AirNow API.
Airspace Monitor MCP
Airspace Monitor - MCP server providing AI-powered tools and automation by MEOK AI Labs
Airtable MCP Pro
Enables comprehensive interaction with Airtable databases through MCP for ChatGPT Business/Projects. Supports full CRUD operations, querying, searching, and database management with pagination, filtering, and per-user authentication.
Airtable MCP Server by CData
Airtable MCP Server by CData
Airtable OAuth MCP Server
A production-ready Model Context Protocol server that enables AI assistants and applications to interact with Airtable bases through a standardized interface with secure OAuth 2.0 authentication.
Airthings Consumer MCP Server
Airthings Consumer MCP Server
AiryLark MCP Translation Server
A ModelContextProtocol server providing high-quality translation services with a three-stage translation workflow (analysis, segmented translation, full-text review) that supports multiple languages and integrates with Claude and OpenAI-compatible mo
Airylark Translation MCP Server
MCP server for airylark translation
AISecretary
A modular collection of MCP servers for automating virtual secretary tasks within Microsoft Outlook, including email management, calendar operations, contacts, tasks, and mailbox settings through Microsoft Graph API.
aiskillstore
Agent-first skill marketplace MCP server. AI agents discover, install, and share skills across 7 platforms via MCP protocol. 15 tools including skill search, download, upload, and agent discovery.
Aistudio MCP Server
Generate content using Gemini with optional file inputs, code execution, and Google search. Supports multiple files: images (JPG, PNG, GIF, WebP, SVG, BMP, TIFF), video (MP4, AVI, MOV, WebM, FLV, MPG,
AITable MCP Server
Enables interaction with AITable workspaces through comprehensive API access, supporting record and field management, datasheet creation, file uploads, and workspace search across 16 tools with both local and remote deployment options.
Aitable MCP Server
Fetches all workspaces that the currently authenticated user has permission to access.
AiTop Club
The first open catalog and community for AI agents. Register, search, share skills, find partners. REST API + MCP. Free and open forever. First Czech MCP server included.
AIVA MCP Server
Connects AI coding assistants to AIVA's customer intelligence and Shopify store data for managing subscriptions, affiliate tracking, and customer analytics. It enables direct access to RFM segments, churn predictions, and product information through
Aiven MCP Server
Enables interaction with Aiven cloud services including PostgreSQL, Kafka, ClickHouse, Valkey, and OpenSearch. Allows LLMs to list projects, services, and retrieve service details to build full-stack solutions across the Aiven ecosystem.
AivisSpeech MCP Server
A Model Context Protocol server that enables AI assistants to utilize AivisSpeech Engine's high-quality voice synthesis capabilities through a standardized API interface.
Aivisspeech MCP Server
MCP server for aivisspeech
akahu-mcp
An MCP server that exposes Akahu (New Zealand open-banking) data to LLM agents, allowing them to list bank accounts, inspect investment holdings, and pull transactions for analysis.
Akamai Traffic MCP
Exposes the Akamai Reporting API v2 to enable traffic analysis, cache offload measurement, and error rate monitoring via natural language. It provides advanced features for forecasting future traffic trends and exporting multi-sheet Excel reports.
Akash MCP Server
A TypeScript server implementing the Model Context Protocol that enables AI agents to interact with the Akash Network, allowing them to deploy applications, create leases, manage deployments, and access other Akash services through typed tools.
Akave MCP Server
Enables AI models to interact with Akave's S3-compatible storage by providing tools for managing storage buckets and objects through standardized Model Context Protocol (MCP).
akb
MCP-native knowledge base for AI agents — vault-scoped docs, tables, and files, git-versioned, with hybrid search (BM25 + pgvector dense + reranker) and an event stream so external consolidators / gardeners stay decoupled.
Akebono MCP
Provides scored and reasoned Kyoto temple data optimized for AI travel agents to deliver personalized recommendations based on natural language queries. It enables agents to retrieve detailed temple information including historical significance, pric
Aks Lab Githubcopilot MCP Server
ZavaShop multi-agent retail demo on AKS + ACA. Specs, MCP servers, agents, tests, Bicep/Helm and CI are all authored by 6 GitHub Copilot Custom Coding Agents using Microsoft Agent Framework + Copilot SDK.
ALA API MCP Server
Enables interaction with the Atlas of Living Australia API to search and access 152+ million biodiversity records. Supports occurrence searches, spatial queries, bulk data downloads, and taxonomic data retrieval through natural language.
Aladin Book Search MCP Server
MCP server that allows searching and retrieving book information from Aladin's book store API, including book details, bestseller lists, and category-based searches.
Alai
🐍 ☁️ 🎖️ - Generate, edit, and export high quality presentations with AI to PDF, PPTX, or a shareable link.
alaya
🦀 🏠 🍎 🪟 🐧 - Neuroscience-inspired memory engine for AI agents. Stores episodes, consolidates know
Alayman Article Retrieval
Retrieves blog articles from an external API with metadata including titles, authors, URLs, and engagement metrics like share counts and view counts.
Alayman MCP Server
Enables access to articles from alayman.io, allowing users to fetch, search, and filter technical content through natural language. It supports pagination and keyword-based filtering for specific topics like React, Angular, and TypeScript.
Alchemy Blockchain Api MCP Server
MCP server for alchemy blockchain api
Alchemy MCP Plugin
This plugin enables interaction with blockchain data and NFTs through the Alchemy SDK, allowing operations such as retrieving NFT metadata, fetching NFTs for wallet addresses, and getting the latest block number.
Alchemy Sdk MCP Server
MCP server for alchemy sdk
Alcove
🦀 🏠 🍎 🪟 🐧 - MCP server that gives AI coding agents on-demand access to private project docs via BM25 ranked search.
alderpost-mcp
📇 ☁️ - 8 bundled intelligence endpoints (security, company, threat, compliance, sal
Aldi MCP Server
An MCP server that enables users to search the Aldi product catalog, find store locations, and browse weekly specials. It also provides detailed product information, store hours, and real-time product availability checks.
ALECS - MCP server for Akamai
MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS, WAF, and reporting. Built with TypeScript, featuring modular architecture, comprehensive testing, and multi-account support. Make Akamai accessible to AI assistants.
Alegra MCP Server
A Model Context Protocol server that enables LLMs to securely interact with Alegra accounting API, allowing operations on invoices, contacts, and items data.
aleostudio MCP Server
A lightweight MCP server providing utility tools for math, text processing, data conversion, and URL fetching. It supports both STDIO and SSE communication modes for seamless integration with Claude Desktop and remote AI agents.
Alephant MCP
Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 320+ models.
alertmanager-mcp-server
** - A Model Context Protocol (MCP) server that enables AI assistants to integrate with Prometheus Alertmanager
Alethea World History Engine
A narrative graph engine that enables LLMs to generate, track, and mutate complex fictional worlds while maintaining consistency between factions, characters, and locations. It acts as a specialized RAG framework for storytelling, allowing models to
Alex Andru
**
Alexa Home Automation MCP Server
Enables AI agents to control Alexa-connected smart home devices, including voice announcements, music control, smart lighting, sensor monitoring, and volume management through the Alexa API.
Alexa Shopping List MCP Server
MCP server for alexa shopping list
alexa-mcp
An MCP server that enables users to manage their Amazon Alexa shopping lists directly from MCP clients like Claude. It provides tools for listing, adding, updating, and deleting shopping list items through secure Amazon account authentication.
Alexandria Aeternum Genesis
The complete creative AI pipeline exposed as MCP tools. From generation to permanent storage — every stage available via x402 USDC micropayments on Base L2. Generation * SD 3.5 Large + T5-XXL — Stable Diffusion 3.5 Large with T5-XXL text encoder on N
Alexandria MCP
Provides access to 61 public digital libraries through a single unified interface, enabling users to search and retrieve information from academic papers, books, legal records, and more using natural language.
alexandria-mcp
Semantic search over 4.6 million text chunks from 20,000+ classical philosophy and humanities works (pre-1928). Covers Aristotle, Plato, Kant, Hegel, Nietzsche and hundreds more. Multilingual: English, German, Latin, French, Italian, Greek, Russian.
Alexandria2
An autonomous academic research and publishing platform that enables AI agents to submit papers, conduct peer reviews, and manage scholarly reputations. It provides a comprehensive suite of tools for manuscript lifecycle management, reproducibility t
alexei-led/k8s-mcp-server
🐍 - A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands ('kubectl', 'helm', 'istioctl', and 'argocd') using Unix pipes in a safe Docker environment with multi-architecture support.
Alfred MCP Server
Enables AI assistants to create, manage, and execute Alfred workflow automation skills, manage MCP server connections, view execution history, and handle API keys through Alfred's REST API.
Alfresco MCP Server
Python-based server that provides AI-native access to Alfresco content management operations through the Model Context Protocol, enabling search, document lifecycle management, version control, and other content operations.
Algolia Node.js MCP
Enables natural language interactions with Algolia search and analytics APIs through Claude Desktop. Supports searching indices, managing data, analyzing metrics, monitoring performance, and visualizing insights across your Algolia applications.
Algolia Search MCP Server
Enables searching for any text within a specified Algolia index through an MCP-compatible interface. It allows users to integrate Algolia search capabilities into their environment using an application ID and API key.
Algolia
Algolia
Algorand MCP Server
Enables interaction with the Algorand blockchain network including account management, payments, asset creation and transfers, along with general utility tools. Provides secure mnemonic encryption and supports both testnet and mainnet environments.
Algorand MCP Server
MCP server for algorand
AlgoVoi MCP Server
📇 🐍 🏠 🍎 🪟 🐧 - AlgoVoi crypto payment
aliafsahnoudeh/shahnameh-mcp-server
🐍 🏠 🍎 🪟 🐧 - MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Ferdowsi, including sections, verses and explanations.
aliafsahnoudeh/wildfire-mcp-server
🐍 ☁️ 🍎 🪟 🐧 - MCP server for detecting, monitoring, and analyzing potential wildfires globally using multiple data sources including NASA FIRMS, OpenWeatherMap, and Google Earth Engine.
Alibaba Cloud FC MCP Server
A Model Context Protocol server that enables agent applications like Cursor and Cline to integrate with Alibaba Cloud Function Compute, allowing them to deploy and manage serverless functions through natural language interactions.
Alibaba Cloud MCP Demo
A Vue 3 and Express application that demonstrates interaction with Alibaba Cloud's Bailian API for natural language processing and intent parsing, supporting tasks like weather queries.
Alibaba Cloud MCP Server
Enables AI assistants to manage Alibaba Cloud resources via natural language, with explicit tools for common services and a universal API invoker for full cloud coverage.
Alibaba Cloud Operations MCP Server
An MCP server for Amazon Q CLI that supports operations on Alibaba Cloud services including ECS, VPC, RDS, OSS, CloudMonitor, and OOS.
Alibaba Cloud Supabase MCP Server
Enables AI assistants to manage Supabase projects deployed on Alibaba Cloud through natural language commands. Supports project creation/deletion, database querying, security configuration, and table management operations.
Alibaba Sourcing MCP Server
Enables comprehensive B2B sourcing on Alibaba.com with Prizm ERP integration. Automates procurement workflows from product search and supplier discovery to RFQ management and quotation comparison through 21 specialized tools.
Alibabacloud Dataworks MCP Server
MCP server for alibabacloud dataworks
Alice MCP Server
Connect your Alice recordings and transcripts to the AI tools you already use — Claude, ChatGPT, Gemini, Grok, Perplexity, and any other MCP-compatible client. The Alice MCP Server turns your secure voice archive into a queryable knowledge base. Sear
Aligo SMS MCP Server
A Model Context Protocol (MCP) server that allows AI agents like Claude to interact with the Aligo SMS API to send text messages and retrieve related information.
alive-analysis-mcp
MCP server for alive-analysis. Query, search, and retrieve structured analysis history written with the ALIVE loop (Ask→Look→Investigate→Voice→Evolve), plus dashboard JSON export.
Aliyun MCP Server
A Claude integration tool that enables users to query and analyze Aliyun (Alibaba Cloud) Simple Log Service logs through natural language commands.
Aliyun Observability MCP Server
列出阿里云日志服务中的所有项目。 ## 功能概述 该工具可以列出指定区域中的所有SLS项目，支持通过项目名进行模糊搜索。如果不提供项目名称，则返回该区域的所有项目。 ## 使用场景 - 当需要查找特定项目是否存在时 - 当需要获取某个区域下所有可用的SLS项目列表时 - 当需要根据项目名称的部分内容查找相关项目时 ## 返回数据结构 返回的项目信息包含： - project_name:
aliyun-sls-mcp
Enables AI assistants to query and analyze Alibaba Cloud SLS logs using natural language, supporting multiple log sources like Function Compute and ECS. It provides tools for searching logs, performing SQL analysis, and visualizing log distributions
Alkemi MCP Server
Connects MCP clients to databases like Snowflake, BigQuery, and Databricks through Alkemi's data platform, enabling natural language database queries with proper schema understanding and metadata management for consistent team-wide access.
Alko MCP Server
Provides AI assistants with access to Finland's Alko alcohol product catalog, enabling product search across 11,900+ items, store availability checks, Vivino ratings lookup, and personalized recommendations based on food pairings and preferences.
All-in-MCP
Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized
All In One MCP Server
MCP server for all in one
All-Search MCP Server
An MCP server that enables web search and document retrieval capabilities through Tavily API and LangConnect vector database, supporting AI agents in gathering information for comprehensive report generation.
All Search MCP Server
MCP server for all search
all the tools
test server to see how clients handle a lot of tools
allcanuse-mcp
A MCP server for Windows/Linux that provides 90+ tools enabling AI assistants to systematically manage local systems, including system probing, command execution, file editing, network diagnostics, and more.
Allegretto Grok Enhancements MCP Server
Central collection of all Grok/xAI enhancements, MCP servers, agents, SDKs, and tools integrated with Allegretto ecosystem
AllGoodInsp
Structured design references from 1,000+ curated websites for AI-powered web design. Retrieve real CSS values, typography specs, color palettes, and design rationale via MCP.
AllInOneMCP
MCP of MCPs. A central hub for MCP servers. Helps you discover available MCP servers and learn how to install and use them. REMOTE! Use the url [https://mcp.pfvc.io/mcp/](https://mcp.pfvc.io/mcp/) to add the server. **Remember the final backslash\\*\\*
Allociné MCP Server
Enables users to search for movies and retrieve showtimes from Allociné, including cinema locations, screening times, and formats (VF, VOST, 3D, IMAX) for specific cities or postal codes in France.
AlloyDB MCP Server by CData
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for AlloyDB (beta): https://www.cdata.com/download/download.aspx?sku=KYZK-V&type=bet
AllRatesToday MCP Server
📇 ☁️ - AllRatesToday currency exchange rates: real-time mid-market rates for 160+ curren
AllTrails MCP Server
A Model Context Protocol (MCP) server that provides access to publicly available AllTrails data, allowing you to search for hiking trails and get detailed trail information directly through Claude Desktop.
Allure Test Reports MCP Server
MCP server for allure test reports
allure-testops-mcp
MCP server for Allure TestOps — lets an LLM agent (Claude Code, Cursor, Windsurf, etc.) inspect test quality without leaving the chat.
Allvoicelab MCP Server
MCP server for allvoicelab
Allyson MCP Server
AI-powered animation generator that transforms static images into animated SVG components using the Model Context Protocol, allowing users to create animations through natural language prompts.
Almide MCP Server
Enables AI agents to compile, execute, and check Almide code for syntax or compilation errors. It provides tools for generating ASTs and accessing language grammar resources.
Almured
Marketplace where AI agents ask AI agents that have live or proprietary data. Anyone needing answers can ask. Anyone with the data can answer.
Alog/alog-mcp
📇 ☁️ - AI agent activity logger & monitor MCP server with 20 tools. Post logs, create articles, manage social interactions, and monitor AI agent activities on the Alog platform.
aloha-fyi-hawaii
📇 ☁️ - First dedicated Hawaii tourism MCP server. 2,583 bookable tours from Via
Alpaca API MCP Server
Enables trading and portfolio management through the Alpaca API, allowing users to place orders, manage positions and watchlists, access market data, and retrieve account information through natural language.
alpaca-guard-mcp
Pay-per-call USDC payment proxy for AI agents. Issue scoped Pay Tokens with hard spending caps and auto-journal every charge to freee / Money Forward / QuickBooks.
Alpaca MCP Gold Standard
A comprehensive MCP server for professional trading operations with Alpaca, providing 31 tools for account management, market data, order execution, custom strategy execution, and advanced portfolio analytics with intelligent position classification.
Alpaca MCP Server
A Model Context Protocol server that enables LLMs like Claude to interact with the Alpaca trading API, allowing for trading stocks, checking positions, fetching market data, and managing accounts through natural language.
Alpaca Rs MCP Server
Rust SDK, CLI, and MCP server for the Alpaca Trading API
Alpaca Trading MCP Server
Enables natural language trading operations through Alpaca's API, supporting stocks, options, crypto, portfolio management, and real-time market data with comprehensive order execution and account management capabilities.
alpadalar/netops-mcp
🐍 🏠 - Comprehensive DevOps and networking MCP server providing standardized access to essential infrastructure tools. Features network monitoring, system diagnostics, automation workflows, and infrastructure management with AI-powered operational ins
Alpha ESS MCP Server
Provides access to Alpha ESS solar inverter and battery system data, enabling monitoring of energy statistics, real-time power data, and configuration of battery charging and discharge schedules through the Alpha ESS Open API.
Alpha Vantage MCP Server
An MCP server that provides real-time financial data integration with Alpha Vantage's API, enabling access to stock market data, cryptocurrency prices, forex rates, and technical indicators.
Alpha Vantage Stock Analysis MCP Server
Allows Claude and other MCP clients to access real-time and historical stock market data from Alpha Vantage API, including intraday and daily stock data with customizable intervals.
@blockrun/alpha
An AI-powered crypto trading MCP server providing technical analysis, market sentiment, and token swap execution via 0x and DexScreener. It enables users to manage portfolios with built-in risk limits and search historical trade data using vector-bas
AlphaGenome MCP Server
Enables AI-powered genomic variant analysis including variant impact prediction, regulatory element discovery, and batch variant scoring. Currently operates in mock mode as a proof-of-concept awaiting the public release of Google DeepMind's AlphaGeno
AlphaVantage MCP Server
Provides comprehensive market data, fundamental analysis, and technical indicators through the AlphaVantage API. It enables users to fetch financial statements, stock prices, and market news with sentiment analysis for detailed financial research.
AlphaVantage-MCP
A Model Context Protocol (MCP) server that provides real-time access to financial market data through the free Alpha Vantage API. This server implements a standardized interface for retrieving stock quotes and company information.
Alpic MCP Template
A TypeScript template for building MCP servers with HTTP transport that provides a foundation for creating integrations between AI assistants and custom tools. Includes example implementations and development tooling to help developers create their o
AlsoAsked MCP Server
Provides Claude access to Google's 'People Also Ask' data through the AlsoAsked API for SEO research and content optimization.
Alsoasked MCP Server
MCP server for alsoasked
Altary MCP Server
Enables Claude to integrate with Altary error management service for retrieving, analyzing, and completing errors directly within the IDE. Supports project management, AI-powered error analysis, and automated completion of similar errors through simi
~Alter SDK
TypeScript SDK for ALTER - identity infrastructure for the AI economy. alter-mcp-bridge exposes mcp.truealter.com as a stdio MCP: identity verification, ~handle resolution, 33-trait vectors, belonging probability, x402 micropayments
Alteryx MCP Server
MCP server for alteryx
Altheia Sdk MCP Server
Open-source TypeScript packages for the Altheia trust layer — SDK, MCP server, framework adapters.
Altinity MCP
Production-ready MCP server designed to empower AI agents and LLMs to interact seamlessly with ClickHouse. It exposes your ClickHouse database as a set of standardized tools and resources that adhere to the MCP protocol, making it easy for agents bui
altinoren/utopia
#️⃣ 🏠 - MCP that simulates a set of smart home and lifestyle devices, allowing you to test agent's reasoning and discovery capabilities.
Altmetric MCP Server
Retrieve citation counts and basic metadata for a research output using its DOI, PubMed ID, arXiv ID, or other identifier. Returns citation metrics across various platforms (Twitter, news, blogs, policy documents, etc.). Available with free tier API
Aluvia
The Aluvia MCP server exposes browser session management, geo-targeting, and account operations as Model Context Protocol tools for AI agents.
alvii147/piston-mcp
🐍 ☁️ 🐧 🍎 🪟 - MCP server that lets LLMs execute code through the Piston remote code execution engine, with a zero-config 'uv' setup and a ready-to-use Claude Desktop config example.
alya-hub
Operator-as-agent MCP hub. 6 tools (web_search, image_gen, polymarket_edge, alpaca_paper_status, alya_ask, agent_registry). \$5 free, then \$0.001/call. Run via npx -y @mydaughteralya/mcp.
ama-mcp
An MCP server that coordinates multiple Claude Code sessions through kitty terminal remote control to enable a manager-worker delegation workflow. It supports task dependency tracking, inter-agent communication, and automated status monitoring across
Amadeus Agent
A proof-of-concept MCP server that allows LLM agents to query live flight booking information via Amadeus, including cheapest tickets, destinations, and airline routes.
Amadeus MCP Server
Enables flight search capabilities through the Amadeus Flight Offers Search API, allowing users to search for flights between locations with specified dates using natural language queries.
Amadeus-QQ-MCP
An MCP server that enables AI clients to send and receive QQ messages through NapCatQQ (OneBot v11) for both private and group chats. It supports message context management, real-time WebSocket listening, and human-like typing simulation.
Amadeus MCP Server
MCP server for amadeus
Amap (Gaode Maps) MCP Server
Enables AI assistants to perform IP geolocation and nearby place searches using the Amap (Gaode Maps) API in China.
Amap Gaode Maps MCP Server
MCP server for amap gaode maps
AMap Maps MCP Server
Enables location-based services through AMap/AutoNavi Maps API including geocoding, weather information, route planning, and POI searches. Supports multiple transportation modes and provides detailed geographic data for Chinese locations.
AMap MCP Server
Provides comprehensive geographic information services and route planning for AI agents via the Amap (Gaode Maps) API. It supports geocoding, multi-modal navigation, POI searches, and administrative region queries.
Amap Navigator MCP Server
MCP server for amap navigator
AMap Weather MCP
An MCP server that provides real-time weather information, 4-day forecasts, and city search functionality for Chinese cities via the AMap API. It enables users to query weather data using city names or administrative codes through natural language in
AMapMCP
A FastAPI and fastmcp based Amap Navigation MCP tool that provides interactive map navigation with real-time route planning and WebSocket communication.
Amazing Marvin MCP Server
Connects AI assistants to Amazing Marvin for comprehensive task management, including creating and organizing tasks, time tracking, viewing schedules, and managing projects through natural language.
Amazon Ads MCP
Facilitate the management and automation of Amazon Sponsored Ads
amazon-ads-mcp-server
📇 ☁️ - Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.
Amazon Advertising MCP Server
MCP server for amazon advertising
Amazon Athena MCP Server by CData
Amazon Athena MCP Server by CData
Amazon Bedrock AgentCore MCP Gateway
A proof-of-concept implementation that enables Amazon Bedrock AgentCore to interact with AWS Lambda functions and REST APIs through the Model Context Protocol. It provides a gateway for protocol translation and supports direct server implementation u
Amazon Bedrock Knowledge Base MCP Server
Enables management of Amazon Bedrock Knowledge Bases including creation, data source configuration, document ingestion, and RAG (Retrieval-Augmented Generation) queries with support for multiple embedding models and custom parsing/chunking strategies
Amazon Bedrock Nova MCP Server
MCP server for amazon bedrock nova
Amazon Business Integrations MCP Server
Provides AI-enabled access to Amazon Business API documentation, sample code, and troubleshooting resources. Enables developers to search and retrieve API documentation, generate integration code, and get guided solutions for common errors during the
Amazon DynamoDB MCP Server by CData
Amazon DynamoDB MCP Server by CData
amazon-in-mcp
Search Amazon.in: cheapest in-stock, best-value picks, product details, Keepa price-history.
Amazon Leadership Principles MCP Server
Serves as a Model Context Protocol server that provides tools to look up Amazon Leadership Principles and access video transcripts for integration with Amazon Q CLI.
Amazon Managed Prometheus MCP Server
Enables access to Amazon Managed Prometheus workspaces through natural language queries. Supports listing workspaces, executing PromQL queries, and retrieving workspace details and metrics with AWS authentication.
Amazon Marketplace MCP Server by CData
This read-only MCP Server allows you to connect to Amazon Marketplace data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
Amazon Music MCP Server
Enables control of Amazon Music playback through Claude Desktop via the Model Context Protocol. Users can play, pause, skip tracks, and search for music using natural language commands powered by browser automation.
Amazon Neptune MCP Server
Enables querying Amazon Neptune databases and analytics graphs using openCypher or Gremlin. It provides tools for executing queries, retrieving graph schemas, and monitoring connection status.
Amazon Nova Reel MCP Server
An MCP server for generating videos through Amazon Nova Reel 1.1 using AWS Bedrock, providing asynchronous video generation with comprehensive prompting guidelines and multiple transport methods.
Amazon Nova Reel MCP Server
MCP server for amazon nova reel
Amazon Order History CSV Download MCP
Enables downloading Amazon order history as CSV files with support for orders, items, shipments, and transactions across 16 Amazon regional sites using browser automation.
Amazon PA-API MCP Service
Enables interaction with Amazon's Product Advertising API to search for and retrieve product information from Amazon marketplaces. Supports multiple Amazon regions and marketplaces with configurable host, region, and partner credentials.
Amazon Product Intelligence Agent
This MCP server scrapes Amazon product details and reviews, manages a local JSON database, and visualizes intelligence data through a rich dashboard.
Amazon Product Search MCP
Enables AI-powered Amazon product searches and recommendations by integrating the Amazon API with Hugging Face models. It allows users to filter products by price and specific features to receive tailored shopping suggestions.
Amazon Q Custom Prompt MCP Server
Provides custom prompts for Amazon Q by serving markdown files from the local filesystem as prompt templates through the Model Context Protocol.
Amazon Q Web Documentation Reader
Enables intelligent navigation and extraction of documentation from websites, allowing Amazon Q to automatically discover relevant pages, extract clean content, and retrieve code examples from web documentation.
Amazon Rainforest Travel Guide
An AI-powered travel assistant connected to Claude via MCP that helps users plan Amazon Rainforest trips by providing directions, hotel recommendations, adventure spots, cultural sites, and travel precautions.
Amazon Redshift MCP Server by CData
Amazon Redshift MCP Server by CData
Amazon S3 MCP Server by CData
Amazon S3 MCP Server by CData
amazon-scraper-api
Scrape Amazon products, search, and async batch ASIN lookups across 20 marketplaces
Amazon Security Lake MCP Server
Provides structured access to OCSF-normalized security data stored in Amazon Security Lake, enabling AI assistants to search for IP addresses, GuardDuty findings, and explore available data sources.
Amazon VPC Lattice MCP Server
A Model Context Protocol server that provides tools for accessing and managing AWS VPC Lattice information, allowing users to list sources and retrieve sample prompts related to AWS networking documentation.
ambar/simctl-mcp
📇 🏠 🍎 A MCP server implementation for iOS Simulator control.
Amber
Gives your AI persistent memory across conversations. Stores facts automatically, finds them by meaning using hybrid search with query expansion, and organizes everything into topics without manual tagging.
Ambiance MCP Server
Provides intelligent code context and analysis through semantic compression, AST parsing, and multi-language support. Offers 60-80% token reduction while enabling AI assistants to understand codebases through local analysis, OpenAI-enhanced insights,
Ambient Code Platform MCP Server
Delegates expensive or long-running AI tasks to Kubernetes-hosted Claude agents running on OpenShift. Enables creating, managing, and monitoring remote agentic sessions for complex work like codebase analysis and security audits.
ambient-mcp
An MCP server that wraps the Ambient Weather REST API. Query your personal weather stations conversationally from Claude Code, Claude.ai, or any MCP-compatible client.
Ambivo MCP Server
Provides access to Ambivo API endpoints for natural language querying of entity data through a Model Context Protocol server with JWT authentication.
AMC MCP Server
Provides a comprehensive movie booking experience for AMC Theatres, enabling users to discover movies, find showtimes, select seats, and process payments through conversational AI. Supports multi-location theater search with real-time seat availabili
amCharts 5 MCP Server
MCP server that gives AI assistants on-demand access to 1,500+ amCharts 5 docs, ~300 code examples, and 1000+ class API references.
America's Law Graph
Provides access to 529,000+ US statute sections across all 50 states and federal codes for comprehensive legal research. Supports semantic search, citation graph traversal, jurisdictional comparisons, and regulatory risk analysis through natural lang
ami-mcp
An MCP server that allows ATLAS physicists to query the ATLAS Metadata Interface (AMI) and PMG cross-section database for MC sample discovery and metadata retrieval. It enables users to look up cross-sections, dataset provenance, and validate sample
Amicus MCP Server
A state persistence layer that enables seamless handoffs between different AI coding assistants by maintaining a shared context bus. It provides tools for tracking summaries, next steps, and active files to ensure continuity across development sessio
AmikoNet Signer MCP Server
A secure local DID signer for AmikoNet that manages private keys and creates cryptographic signatures for decentralized authentication. Supports Ed25519, Solana, and EVM chains while ensuring private keys never leave your local machine.
AMiner MCP Server
Enables academic paper search and analysis through the AMiner API. Supports keyword, author, and venue-based searches with advanced filtering and citation data for research assistance.
AML Wathcer
AML Watcher MCP Server gives AI agents direct, real-time access to AML Watcher's proprietary sanctions, watchlist, and PEP databases. Connect your agentic workflows to 215+ sanctions regimes, 2.6M+ PEP profiles, and coverage across 235+ countries, no
AMOCA Solana MCP Server
A Model Context Protocol server that enables AI models to interact with the Solana blockchain, providing RPC methods, wallet management, DeFi trading capabilities, and Helius API integration for enhanced Solana development.
amoCRM MCP Server
An MCP server that provides 36 tools for interacting with the amoCRM (Kommo) API v4, covering leads, contacts, companies, and tasks. It supports full entity lifecycles, account analytics, and bulk operations with integrated OAuth 2.0 and rate limitin
Amp MCP
Provides developer-focused documentation and tools for building applications on Amp, a high-performance blockchain ETL system. Includes guides, schemas, code examples, and troubleshooting resources for querying and transforming blockchain data.
amp-mcp-server
MCP server that wraps CubeCoders AMP to list, inspect, and control game-server instances.
Amplemarket Knowledge Base MCP Server
Enables access to Amplemarket's knowledge base through Pylon's API. Supports searching articles, retrieving full content, and browsing collections with built-in caching for improved performance.
Amplenote Cache MCP Server
Provides access to your Amplenote SQLite database cache, enabling search and retrieval of notes and tasks, including full-text search, bidirectional references, task filtering by priority and due dates, and recently modified content tracking.
Amplify Data API MCP Server
This MCP server enables users to interact with AWS Amplify Gen2 application data through natural language, allowing AI assistants like Claude to perform operations on Amplify data models using conversational language instead of complex code.
Amplitude Analytics MCP Server
MCP server for amplitude analytics
Amplitude MCP Server
A Model Context Protocol server that enables AI assistants like Claude to track events, page views, user signups, set user properties, and track revenue in Amplitude analytics.
Analysis MCP
Provides cognitive tools for critical thinking and multi-perspective analysis of current affairs through structured prompts, including claim deconstruction, perspective comparison, and analysis through 9 analytical lenses (historical, economic, geopo
Analytical MCP Server
Provides advanced analytical, research, and natural language processing capabilities through a Model Context Protocol server, enabling dataset analysis, decision analysis, and enhanced NLP features like entity recognition and fact extraction.
Analytics MCP
Enables AI-powered analytics from Stripe, PayPal, and Google Analytics 4 (BigQuery) data sources with built-in guardrails and automated workflows for financial and web performance insights.
Anaplan MCP
An MCP server that connects AI assistants to Anaplan's Integration API v2, enabling users to browse workspaces, manage model data, and execute bulk operations like imports and exports. It provides 25 structured tools to navigate model hierarchies and
Anava MCP Server
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enabling real-time image analysis, event monitoring, and camera management through natural language commands.
Ancestry MCP
🐍 🏠 - Allows the AI to read .ged files and genetic data
Ancestry MCP Server
MCP server for ancestry
Anchor MCP
Provides persistent, local-first long-term memory for LLMs using Voronoi-partitioned vector storage and local embeddings. It enables users to store, recall, and automatically retrieve project context and preferences entirely on their own machine.
anchor-x402-mcp
9-tool MCP server for the anchor-x402 commodity services: dual-chain hash anchoring (Base + Solana), OFAC sanctions screening, signed decision attestation, mainnet tx decode, ENS/SNS name resolution, USD spot price, EVM calldata decode, datetime pars
anchor-mcp
a self-hostable Java/Spring Boot service for source-grounded chunk validation and three-agent deliberation (proposer / critic restricted to macro view / synthesiser). Differentiator vs the existing entries: lets you analyse and audit papers you've in
Anchord MCP
Anchord MCP is a hosted remote MCP server for AI agents that need canonical identity resolution and safe write evaluation across customer systems. Resolve companies and people to canonical AnchorIDs, inspect linked records and target-system coverage,
andrewschreiber/desktopinsights-mcp
📇 ☁️ 🍎 🪟 🐧 - Look up SDKs, frameworks, and depend
Android A11Y MCP Server
MCP server for android a11y
Android Code Search MCP Server
Enables searching and browsing Android source code across projects like Android, AndroidX, and Android Studio via cs.android.com. It provides tools for regex-based code searches, full file content retrieval, and symbol autocomplete suggestions.
Android Debug Bridge MCP
Enables control of Android devices via ADB for automation and testing. Supports app management, screen capture, UI analysis, and input simulation through natural language commands.
Android Debug Bridge MCP Server
MCP server for android debug bridge
Android Development MCP Server
Provides Android development assistance following NowInAndroid best practices, including architecture patterns, code generation for feature modules/ViewModels/repositories, and searchable documentation for Jetpack Compose and modularization.
android-emulator-mcp
An MCP server for managing local Android Virtual Devices (AVDs) and their lifecycles using Android SDK tools. It enables users to create, start, and stop emulators, while providing control over virtual sensors like the accelerometer and gyroscope.
Android Mobile MCP
Enables AI agents to interact with Android devices through UI manipulation, screen capture, touch gestures, text input, and app management via ADB. Provides comprehensive mobile automation capabilities including element detection, navigation, and app
Android Preference Editor MCP Server
Android Prefs MCP Server
Android Project MCP Server
A Model Context Protocol server that enables building Android projects and running tests directly in Visual Studio Code through extensions like Cline or Roo Code.
Android Proxy MCP
An MCP server that enables AI assistants to capture and analyze HTTP/HTTPS traffic from Android devices. It supports smart searching of network requests and provides tools for detailed traffic analysis via natural language.
Android Puppeteer
Enables AI agents to interact with Android devices through visual UI element detection and automated interactions. Provides comprehensive Android automation capabilities including touch gestures, text input, screenshots, and video recording via uiaut
Android Screenshot MCP Server
Enables capturing screenshots from Android devices over WiFi for UI debugging and visual inspection during app development.
Android source code
Claude MCP server that enables secure access to browse and read Android project files, validating authentic projects by checking for gradle configuration files.
Android Tester MCP
An MCP server for automating virtual or physical Android devices using the Gbox SDK. It enables users to manage app installations, capture screenshots, and perform complex UI actions through natural language instructions.
Android UI Assist MCP Server
Enables AI agents to capture screenshots from Android devices and emulators, and manage connected devices for UI analysis and testing. Supports device listing, screenshot capture, and integrates with Claude Desktop, Gemini CLI, and GitHub Copilot.
Androidmcp MCP Server
MCP server for driving Android devices over ADB. C# .NET 8, direct ADB protocol, on-device agent for fast UI ops, multi-device by serial.
AndroidTVMCP
A Model Context Protocol server that enables AI assistants to control Android TV devices, providing remote control functionality like navigation, playback control, app management, and device status monitoring.
Andru Revenue Intelligence
Buyer intelligence for technical founders who sell to enterprises — ICP scoring, persona simulation, competitive positioning, deal classification, and 14 more revenue intelligence tools. 50 free queries/month.
Anfisa OS MCP Server
A universal MCP layer for Russian-speaking America, enabling AI agents to access trucking, rideshare, insurance, tax, business, immigration, banking, credit, legal, and compliance services.
Angle One MCP Server
An MCP server implementation that integrates with Angle One APIs to provide standardized access to financial market data, trading operations, and portfolio management.
Angular Bootstrap MCP Server
A TypeScript-based MCP server that provides backend API handling and facilitates communication between microservices. Features an organized structure with controllers, routes, and models for easy extensibility and maintenance.
Angular Component Inspector
Enables dynamic exploration of Angular library components by reading and analyzing the public API exports. Provides tools to list available components and retrieve detailed component information.
Angular MCP Server
Provides comprehensive access to Angular documentation with 84 topics across 15 categories, enabling AI assistants to search and retrieve Angular-related information, code examples, and best practices with intelligent relevance scoring.
Angular MCP Toolkit
Provides 11 powerful tools for Angular development with enterprise-grade templates, scaffolding capabilities, and project generation features for modern Angular 20.0.x applications.
ani-mcp
A smart AniList integration for the Model Context Protocol that provides AI assistants with tools for searching media, managing watchlists, and analyzing user anime or manga tastes. It goes beyond basic API calls by offering personalized recommendati
Anima MCP Server
Provides 77 tools for AI agent communication, enabling agents to manage emails, phone messaging, domains, and webhooks. It allows AI models to interact with the Anima platform to automate workflows and administrative tasks across various communicatio
Animagine MCP
A FastMCP server for the Animagine XL 4.0 image generation experience that provides tools for prompt validation, optimization, and explanation. It also enables the management of local checkpoints and LoRAs to streamline diffusion workflows and ensure
Animated Video MCP Server
An MCP server that executes Manim Python scripts to generate and return rendered animations. It enables users to create mathematical and programmatic videos dynamically through natural language interfaces.
animotion-mcp
745+ CSS3 animations and 9,000+ real SVG icons (Lucide, Heroicons, Tabler, Bootstrap) for AI coding agents. Zero-clone setup via npx animotion-mcp. 10 MCP tools including search_animations, get_icon, suggest_animation, compose_animation, and more.
Anitabi MCP Server
Enables users to search for anime information via the Bangumi API and discover corresponding real-world pilgrimage locations through the Anitabi API. It provides tools for retrieving anime metadata and detailed geographic coordinates for 'seichi junr
Anki Cards Clanki MCP Server
MCP server for anki cards clanki
Anki Connect MCP Server
Enables interaction with Anki desktop flashcard app through the AnkiConnect plugin. Provides tools to manipulate notes and make arbitrary RPC requests to manage flashcards and decks.
Anki Leech Cards MCP Server
MCP server for anki leech cards
anki-mcp/anki-mcp-desktop
📇 🏠 🍎 🪟 🐧 - Enterprise-grade Anki integration with natural language interaction, comprehensive note/deck management, and one-click MCPB installation. Built on NestJS with comprehensive test coverage.
Anki MCP Data Bridge
Provides comprehensive CRUD access to Anki flashcard data via MCP, enabling Claude to analyze decks, manage cards, create and update flashcards, organize tags, and perform advanced spaced repetition analysis through 18 data management tools.
Anki MCP Server with ElevenLabs Support
Enables comprehensive management of Anki decks and notes through the Model Context Protocol, including bulk operations and note type customization. It features integrated high-quality audio generation for flashcards using ElevenLabs and Google Cloud
Anki MCP
Enables AI assistants like Claude to interact with Anki flashcard decks through AnkiConnect. Supports creating and managing decks, basic and cloze deletion cards, searching existing cards, and organizing content with tags.
anki-mcp
An MCP server that enables Claude Code to create, manage, and search Anki flashcards directly from the terminal. It supports batch card creation, deck statistics retrieval, and synchronization with AnkiWeb for cross-platform review.
AnkiConnect
** - AnkiConnect MCP server for interacting with Anki via AnkiConnect.
Ankr API MCP Server
An MCP server that fetches on-chain blockchain data via the Ankr API, allowing LLMs to retrieve token balances for wallet addresses on specific networks.
anneal-memory
Two-layer memory for AI agents. Episodes compress into identity. The only MCP memory server with an immune system. Patterns earn permanence through evidence, false knowledge gets caught and demoted, and stale information fades — so your agent's memor
annota
An AI-powered research assistant that integrates with Zotero to read academic papers, create intelligent annotations, and generate structured notes. It enables users to highlight findings, explain formulas, and write comprehensive summaries directly
Anomaly Detection MCP Server
A server that enables LLMs to detect anomalies in sensor data by providing tools for data retrieval, analysis, visualization, and corrective action execution.
AnomalyArmor
Data observability for AI agents. Query alerts, monitor freshness, investigate schema drift, and trace lineage across your data warehouse via 53 MCP tools.
Anonymix MCP
Provides local anonymization of Czech legal documents by replacing sensitive entities with pseudonyms to ensure privacy during LLM interactions. It allows users to safely process documents like contracts and judgments by keeping original data offline
Another Planka MCP
An MCP server that enables AI assistants to interact with self-hosted Planka boards through the Planka REST API. It allows users to list, search, create, and update projects, boards, and cards using natural language.
ANSA API MCP Server
Enables natural language search of ANSA Python API documentation, allowing AI to find relevant functions, signatures, and code examples for writing ANSA scripts.
ANSES Ciqual MCP Server
Provides SQL access to the ANSES Ciqual French food composition database with nutritional data for over 3,000 foods. Supports full-text search and bilingual queries for comprehensive nutrition analysis.
Ansible MCP Server
This Model Context Protocol server enables AI assistants to interact directly with Ansible, allowing them to execute playbooks, manage inventory, check syntax, and perform other Ansible operations.
ansys-workbench-mcp
Enables automated control of Ansys Workbench, Mechanical, and MAPDL through scripted journals and batch processing for simulation workflows.
Ant Design Components MCP Server
Exposes Ant Design component documentation to Large Language Models, allowing LLMs to explore and understand Ant Design components through specialized tools for listing components, viewing documentation, inspecting props, and browsing code examples.
Ant Design MCP Server
Provides access to Ant Design component library documentation and information for automated code generation. Enables searching components by category or keyword, retrieving component props, examples, API documentation, and available icons.
AntBot MCP Server
Enables integration with AntBot, an AI-based RPA platform, allowing users to list, inspect, and execute automation projects with parameter support, while preventing duplicate executions and providing execution log access.
Anthropic Introduction To Model Context Protocol MCP Server
This course provides comprehensive coverage of the Model Context Protocol (MCP), focusing on building both MCP servers and clients using the Python SDK
Anthropic Mcp Course MCP Server
Model Context Protocol (MCP) course material. Building both MCP servers and clients using the Python SDK.
Anthropic Skilljar Introduction To Mcp MCP Server
This course provides comprehensive coverage of the Model Context Protocol (MCP), focusing on building both MCP servers and clients using the Python SDK. Learn about MCP's three core primitives—tools, resources, and prompts—and understand how they int
Anti Bs MCP Server
MCP server for anti bs
Anti-Bullshit MCP Server
Enables analysis of claims, validation of sources, and detection of manipulation using multiple epistemological frameworks to ensure credible and ethical information.
antientropy-mcp
Provides access to over 140 articles from the AntiEntropy Resource Portal covering nonprofit governance, compliance, and HR policies. It enables users to search, browse categories, and read full article content through an MCP-compatible client.
Antigravity Agent Config
Provides tools to manage, initialize, and synchronize standardized agent configurations and specialized workflows across various projects. It enables AI agents to access global rules and role-specific guidelines for development, design, and planning
Antigravity GLM MCP
A bridge between Gemini and GLM-4.5 models that provides 25 tools for automating complex coding tasks, file management, and system operations. It features a security-hardened architecture with sandboxing, persistent memory, and automatic file backups
Antigravity MCP Server
A production-ready MCP server with tools for weather, calculator, and mock database queries, plus resources and prompt templates, featuring a glassmorphism admin dashboard and WebSocket support.
Antigravity PDF MCP Server
Enables intelligent ingestion and querying of PDF, Markdown, and text files using hybrid search that combines keyword matching and semantic embeddings with citations.
Antigravity Unity MCP Server
AI Control for Unity
Anvil MCP Server
custom MCP server — no SDK
Any API MCP Server
A configurable MCP server that adapts any HTTP API into an MCP toolset with generic HTTP tools (GET, POST, PUT, DELETE) and pluggable authentication. Includes API discovery scripts and supports dynamic tool generation from OpenAPI specs or wordlist s
Any Docs MCP Server
AnyDocsMCP | A Universal MCP Documentation Pipeline for AI Assistants
Any Openapi MCP Server
MCP server for any openapi
any-script-mcp
Enables execution of arbitrary CLI tools and shell scripts by defining them in YAML configuration files as MCP Tools. Supports custom shells (bash, Python, Node.js, Deno), input parameters passed as environment variables, and flexible timeout setting
anyapi-mcp-server
A universal MCP server that connects any REST API to AI assistants via OpenAPI or Postman specifications. It enables dynamic tool creation with GraphQL-style field selection and automatic schema inference for efficient data retrieval.
Anybox MCP Server
Enables interaction with Anybox bookmark manager on macOS, allowing users to search, save, and organize bookmarks with tags and folders through natural language.
Anybrowse
📇 ☁️ - Convert any URL to LLM-ready Markdown via real Chrome browsers. 3 tools: scrape, crawl, search. Fre
AnyCrawl MCP Server
Enables web scraping and crawling capabilities for LLM clients, supporting single-page scraping, multi-page website crawling, and web search with multiple engines (Playwright, Cheerio, Puppeteer) and flexible output formats including markdown, HTML,
AnyDB MCP Server
Enables natural language database operations and semantic document search through SQLite and vector database integration. Converts plain English instructions into SQL queries and provides RAG capabilities for uploaded documents.
AnyDocs MCP Server
Transforms any website's documentation into an MCP-compatible interactive knowledge base with universal scraping, advanced search, and AI-powered tools. Supports GitBook, Notion, Confluence, and custom documentation platforms with real-time synchroni
AnyList MCP Server
Enables AI assistants to interact with AnyList for managing shopping lists, recipes, and meal planning. Users can retrieve recipe details, add ingredients to lists, and schedule meals on their AnyList calendar.
Anypoint MCP Server
An MCP server for MuleSoft Anypoint Platform that enables AI assistants to interact with Anypoint APIs, including accounts, API management, Exchange, monitoring, and more.
AnySite MCP Server
Enables comprehensive access to LinkedIn and Instagram data including user profiles, posts, comments, and account management features like messaging and connections. Also provides Google search and Reddit post search capabilities through the AnySite
AnythingLLM MCP Server
Enables seamless integration with AnythingLLM instances, providing complete workspace management, chat operations, document handling, user administration, and AI agent configuration through natural language.
anythingllm-mcp
MCP server for AnythingLLM that enables AI document chat platform interaction with tools for workspaces, chat, documents, threads, and system operations.
anyvm-mcp
Enables AI assistants to run, manage, and debug BSD/Illumos VMs through natural language. Supports creating FreeBSD, OpenBSD, NetBSD, and OmniOS VMs, executing commands inside them, accessing console logs, and managing snapshots.
Aoexl Sign
Enables users to create, manage, and track electronic signing requests and templates through Claude Desktop and other MCP-compatible clients. Provides multi-tenant authentication with customer API keys for secure document workflow operations.
APAC Compliance MCP
MCP server for AI agents selling into APAC. 7 tools: country briefs (Japan/Singapore/Korea/India/Australia/Hong Kong/Indonesia), outreach templates, etiquette guides, follow-up cadences, stakeholder maps. PDPA/APP/APPI-aware.
Apache AGE MCP Server
Enables AI agents to manage and interact with Apache AGE graph databases through natural language. Supports creating, updating, querying, and visualizing multiple graphs with vertices and edges.
Apache Airflow MCP Server
An MCP server that wraps the Apache Airflow REST API, enabling clients to manage DAGs, monitor task instances, and handle workflows through a standardized interface. It provides comprehensive access to Airflow features including DAG runs, variables,
Apache Airflow MCP Server
MCP server for apache airflow
Apache Cassandra MCP Server by CData
Apache Cassandra MCP Server by CData
Apache CouchDB MCP Server by CData
Apache CouchDB MCP Server by CData
Apache Gravitino MCP Server
MCP server for apache gravitino
Apache Hadoop Hive MCP Server by CData
Apache Hadoop Hive MCP Server by CData
Apache Hbase MCP Server by CData
Apache Hbase MCP Server by CData
Apache Health MCP
An MCP server for querying and analyzing Apache Incubator podling health reports. It provides tools to list, search, and compare podling metrics across different time windows from Apache's health report Markdown files.
Apache Iceberg MCP Server
MCP server for apache iceberg
Apache Seatunnel MCP Server
MCP server for apache seatunnel
Apache Spark MCP Server by CData
Apache Spark MCP Server by CData
Apache Superset MCP Server
MCP server for apache superset
Apartment Sheets MCP
Light-weight MCP server to save and manage apartment listings to a shared Google Sheet.
apc-mcp
MCP server for APC Overnight. Book, label, track and cancel UK parcel shipments from any MCP-compatible AI.
Apex Helpsphere Agente Lab MCP Server
Lab Final D06 — Foundry Agent SDK + MCP Server + Speech + n8n escalation (Portal-first companion)
Apex MCP for X Management
Enables complete management of X (Twitter) accounts through a single API key, supporting functions like getting tweets, searching, generating and posting replies.
APEX MCP Server
Enables AI assistants to interact with the APEX AI operating system to manage waitlist registrations, request demos, and retrieve detailed documentation. It provides tools for founders to explore the autonomous digital twin platform and its integrati
API Aggregator MCP Server
A Model Context Protocol (MCP) Server that provides unified access to multiple external APIs (weather, news, financial data) through a single, consistent interface for AI agents and LLMs.
Api Aggregator MCP Server
MCP server for api aggregator
API as MCP
Converts REST APIs into MCP tools using Gradio, demonstrated with a local IBM Granite model via Ollama. Enables LLM clients to interact with any REST API endpoint through the MCP protocol.
API-Central
Enables conversational automation of HPE Aruba Central network operations through Claude Code. Provides 88 tools across monitoring, configuration, and operations domains for device migration, SSID management, switch provisioning, and GreenLake Platfo
Api Doc MCP Server
MCP server for api doc
API Docs Generator AI MCP
API Docs Generator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
API Docs MCP Server
An MCP server that crawls API documentation websites and exposes their content to AI models, enabling them to search, browse, and reference API specifications.
API Documentation MCP Server
A Model Context Protocol server that fetches detailed API documentation from a local platform using a document ID. It enables language models to retrieve specific endpoint specifications to assist with tasks like code generation and API integration.
Api Football MCP Server
MCP server for api football
API for Chads
MCP server providing real-time crypto prices (Chainlink + Binance), Polymarket prediction market data, deep web research, and JS-rendered web scraping. All services available via x402 Solana micropayments.
API Health Check MCP Server
Monitors API endpoint health by checking availability, measuring response times, and providing detailed status reports with error handling and timeout protection for the localhost:8080/api/ticket endpoint.
API Integration MCP Server
Connects external APIs like Open-Meteo and AgroMonitoring to your development environment through URI-like requests, allowing access to live data directly in MCP-compatible tools.
API Locker
Encrypted credential vault with a 21-tool MCP server. Store and manage LLM API keys, service API keys, and OAuth credentials — then let your AI agent list, reveal, rotate, rename, pause, and proxy calls through them.
API Manager
Enables secure management of API keys through an encrypted environment file with automatic categorization, search functionality, and backup operations. Provides comprehensive API key organization with value masking, audit trails, and export capabilit
API-Market MCP Server
A Model Context Protocol server that exposes over 200+ APIs from API.market as MCP resources, allowing large language models to discover and interact with various APIs through natural language commands.
API MCP Server
A Model Context Protocol server that provides basic tools for arithmetic operations (addition) and dynamic greeting resources, demonstrating MCP integration patterns for other projects and clients.
API Registry MCP Server
Enables discovery, registration, and management of external API endpoints through natural language, supporting multiple authentication methods (public, API key, bearer token) with automatic endpoint testing and documentation parsing.
API Request MCP Server
Enables automatic HTTP requests (GET, POST, PUT, DELETE, etc.) with JSON validation and proxy support. Supports custom headers, request bodies, and environment variable configuration for seamless API integration.
API Status Check MCP Server
📇 ☁️ - Check real-time operational status of 114+ cloud service
api-test-mcp
api-test-mcp
API Tester AI MCP
API Tester AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
API Tester MCP Server
A Model Context Protocol server that allows Claude to make API requests on your behalf, providing tools for testing various APIs including HTTP requests and OpenAI integrations without sharing your API keys in the chat.
Api Tester Openai MCP Server
MCP server for api tester openai
API Testing MCP
A lightweight, local-first MCP server for executing HTTP requests and managing API collections and environments without cloud dependencies. It enables testing APIs, handling authentication, and importing OpenAPI specifications directly within MCP-com
Api To Mcp Converter MCP Server
Convert any OpenAPI or REST API to a production-ready MCP server in seconds. Free tool at apitomcpconverter.com
API Weaver
A comprehensive MCP server with RESTful API that enables file operations, command execution, project management, and AI integration for remote development control with security features and real-time communication.
Api MCP Server
Fetch all NFTs held by a specified wallet address. Use 'token_addresses' to filter by one or many specific contract(s). Each NFT returned includes on-chain metadata as well as off-chain metadata, floo
Api2Mcptools MCP Server
MCP server for api2mcptools
APIbase
📇 ☁️ - Unified API hub for AI agents with 56+ tools across travel (Amadeus, Sabre), prediction
Apibrasil Mcp Client MCP Server
Multiplos exemplos de como utilizar o servidor MCP APIBrasil Gratuito
APIClaw
The API layer for AI agents. World's biggest API index with 22,000+ APIs and growing. Agents discover and call APIs at runtime with semantic search, structured metadata, and 18 Direct Call APIs including AI providers.
ApiColombiaMCP
Provides comprehensive information about Colombia including departments, regions, cities, tourist attractions, and general country data through the API Colombia service. Enables users to query Colombian geographical and administrative information thr
mcp-server-apidebug
A standalone MCP server for API debugging, login authentication, API configuration management, and indexed API execution.
Apideck MCP
Model Context Protocol server for the Apideck Unified API. Connect any MCP-compatible agent framework to 100+ accounting systems, HRIS platforms, file storage providers, and more through one integration. More information https://www.apideck.com/mcp-s
Apidog MCP Server
Enables AI tools to search and explore API documentation from Apidog projects or OpenAPI/Swagger specifications, providing endpoint details, schemas, and project statistics through natural language queries.
apifable
📇 🏠 - MCP server that helps AI agents explore OpenAPI specs, search endpoints, and generate TypeScript types.
APIFold
📇 ☁️ - Turn any REST API into a hosted MCP server. 18 free public servers (GitHub, Stripe, Slack, OpenA
Apifox MCP Pro
Provides basic diagnostic and information tools for Apifox API management platform, including token validation, project access checks, and explanations of API limitations due to Apifox's restricted Open API.
Apifox MCP
Enables AI assistants to automatically manage Apifox API documentation by importing OpenAPI/Swagger specifications and exporting existing API structures. Supports batch operations, intelligent deprecation marking, and smart scope detection for partia
Apify Actor MCP Server
MCP server for apify actor
apify/actors-mcp-server
📇 ☁️ - Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more
Apify MCP Server Template
A template for creating and deploying Model Context Protocol servers on the Apify platform using FastMCP, with built-in support for pay-per-event monetization and standby mode hosting.
Apify MCP Server
Connects AI assistants to thousands of Apify Actors for web scraping, data extraction, and automation tasks, with dynamic tool discovery to find and use any Actor from the Apify Store in real time.
Apify Model Context Protocol Server
Enables AI assistants to use Apify Actors as tools to perform specific tasks like web scraping, data extraction, and searching across various platforms through the Model Context Protocol.
APIMatic Validator MCP Server
** - APIMatic MCP Server is used to validate OpenAPI specifications using [APIMatic](https://www.apimatic.io/). The server processes OpenAPI files and returns validation summaries by leveraging APIMatic’s API.
APIMesh MCP Server
23 pay-per-call web analysis APIs as MCP tools. Security audits, tech stack detection, email verification, SEO analysis, SSL checks, performance monitoring. Supports x402 and Stripe MPP payments.
APITier MCP Server
About MCP server exposing 10 APITier utility APIs as AI agent tools — email/phone/VAT validation, UK postcodes, India pincodes, barcode/QR generation, data conversion
Apito MCP Server
Enables LLMs to interact with Apito's system GraphQL API to build and manage headless CMS schemas, including models, fields, and relations. It allows for comprehensive model management and schema introspection through both local and Cloudflare Worker
APK Security Guard MCP Suite
Provides a one-stop automated solution for Android APK security analysis by integrating tools like JEB, JADX, APKTOOL, FlowDroid, and MobSF into unified MCP standard API interfaces.
APLCart MCP Server
An MCP server providing access to the APLCart idiom collection with semantic search and syntax matching capabilities. It enables users to find APL expressions and idioms through natural language queries, keyword searches, and exact syntax lookups.
APM Terminal Operations Intelligence
Enables querying and analysis of container terminal operations including vessel tracking, crane management, and productivity metrics through natural language interactions with a MySQL database.
apogeoapi-mcp
Geographic data (250+ countries, 150K+ cities), live exchange rates with 25 base currencies, and IP geolocation for AI assistants. Powered by ApogeoAPI.
Apollo Io MCP Server
MCP server for apollo io
Apollo MCP Demo
This MCP server exposes approved GraphQL operations from an Apollo GraphQL API as AI-accessible tools. It sits between MCP clients and the GraphQL API, translating tool calls into GraphQL queries and returning results in MCP format.
Apollo Proxy MCP Server
Provides AI agents with access to a global residential proxy network covering over 190 countries for web fetching and scraping. It enables pay-per-request transactions using USDC on the Base network via the x402 protocol.
App 3Dstreet 3Dstreet MCP Server
Drive an open 3DStreet scene tab from Claude Desktop or Claude Code via MCP tool calls.
App Anamneseai Anamnese MCP Server
A self-improving memory layer. Your memory, notes, tasks and goals, remembered everywhere.
App Aspirelearning Mcp MCP Server
Aspire Learning MCP — browse courses, chapters, lessons, and import LaTeX quizzes
Cannon Studio
Public Cannon Studio MCP for product, pricing, workflow, model, and API answers.
Cardog
Vehicle listings, market analysis, VIN decoding, recalls, and EV charging data
App Certman Server MCP Server
Create and manage your own Certificate Authority for internal HTTPS.
ClearPolicy
Authenticated MCP server for ClearPolicy policy and compliance workflows.
Lotus — AI Citation Intelligence
GEO Intelligence Engine for B2B. Analyze domains and fetch actionable defense code.
cnvs.app
Zero-auth real-time collaborative whiteboard with MCP — AI agents + humans edit the same board live.
Contendeo
Multimodal video analysis MCP — transcription, vision, and OCR for any video URL.
DealerMax
Italian cross-dealer MCP: cars, NLT rentals with quotations, dealer directory, automotive KB.
Elasticflow
AI-native team workspace — tables, documents, workflow automation, live dashboards & analytics
EuroComply — EU Regulatory Compliance
EU regulatory compliance data: 17 regulations, deadlines, enforcement actions. EU-hosted.
Evlek — Northern Cyprus Property MCP Server
Live Northern Cyprus property data: listings, prices, yield, legal, neighborhoods (9 tools).
App Getdialer Dialer MCP Server
An MCP server that provides lets you make outbound phone calls using your own phone number
Taste
Expert review for AI agents. On-chain proof of human review.
App Linear Linear MCP Server
MCP server for Linear project management and issue tracking
Locize
Locize MCP server: read/write translations, publish versions, manage branches from AI assistants.
Lucid
Lucid’s connector creates diagrams, searches, shares, and retrieves docs to summarize.
App Market Intelligence MCP
An MCP server that provides comprehensive market intelligence by analyzing data from both the Apple App Store and Google Play Store, enabling users to research apps, track market trends, study competitors, and understand user feedback across mobile m
Marketgenius
Our free Marketgenius investment tools as live, interactive React MCP Apps.
MyGhosts
Send AI bots to attend meetings on your behalf. Get recordings, transcripts, and summaries.
Nausika
Mediterranean marine, nautical, sailing: forecasts, tides, sea routes, anchorages, POIs for AI.
Newsmind
Connect your RSS feeds to ChatGPT and Claude. Search, dedupe, OPML import. Hosted MCP.
Papertext
Academic literature search, retrieval, and private library management on top of OpenAlex.
app-publish-mcp
📇 ☁️ - Unified MCP server for App Store Connect & Google Play Console — 91 tools f
Borough NYC Real Estate API
Search NYC rentals and sales, property details, building data, and market analytics
ThornGuard
Remote MCP security gateway for auth, redaction, policy enforcement, and audit logging.
Leaf
AI assistant integration for Leaf — track books, log reading sessions, and manage your library.
Calories Club: AI Food Tracker
AI-powered calorie tracking with photo recognition, barcode scanning, and voice logging
Recordo: Task Planner & Notes
Brain dump, routines, task planning, focus, and instant thought retrieval
Saber
Sales intelligence — research companies, qualify prospects, and find contacts.
App Scanbim Scanbim MCP Server
AI Hub for AEC — 46 tools for Revit, Navisworks, ACC, XR via Autodesk Platform Services
App Scfcontrolsplatform Mcp Server Scf MCP Server
MCP server for the SCF Controls Platform — 72 tools for controls, evidence, risk, and TPRM.
app-screen-mcp
An MCP server for reliable iOS Simulator automation that enables agents to control devices, read accessibility UI trees, and capture screenshots. It supports deterministic grounded actions like tapping, typing, and swiping to create a closed-loop obs
App Sdk Template MCP Server
MCP server for OpenAI Apps SDK with 5 pizzaz widgets demonstrating best practices: external resources, CSP, tool invocation status, and structured content injection. Built with mcp-use.
Selis MCP
MCP server for Selis TMiS — manage PMO entities from any MCP client
SentinelX
Operate your own Linux servers from your LLM. Requires the SentinelX agent installed per host.
App Superdocs Superdocs MCP Server
Edit, draft, summarize, export styled .docx/PDF/HTML/MD/RTF via 21 MCP tools + 4 prompts.
SwissDeals
Pay-per-call Swiss retail price intelligence (22 retailers). \$0.01 USDC via x402.
Tanjiren MCP Server
Hosted MCP server for task-first delegation to remote workstations and workers.
App Thoughtspot MCP Server
MCP server for app thoughtspot
Toofi Dental Planning MCP
Agent-native dental planning MCP for plan drafts, presentations, and price estimates.
App Trustrails Server MCP Server
Search UK electronics products across retailers. Real-time prices, stock, and specs.
App Undisk Mcp Stdio Proxy MCP Server
Undisk MCP: safe file memory for AI agents.
VibeCom Growth Autopilot
Marketing autopilot in your IDE. AI turns codebase and context into content for 10+ platforms
App Zenable Zenable MCP Server
Zenable cleans up sloppy AI code and prevents vulnerabilities with deterministic guardrails
Zwier (Group event planner)
Plan group events together: dates, itineraries, expenses, polls, and tasks.
AppCan Helper MCP Server
Enables users to search and access AppCan mobile development platform documentation with intelligent fuzzy search, caching, and content retrieval. Provides comprehensive access to AppCan's API documentation, development guides, and tutorials through
appd-mcp
A read-only MCP server for AppDynamics that exposes 12 task-oriented tools to query applications, topology, metrics, snapshots, health rules, anomalies, events, alerting config, analytics events, and dependency maps via OAuth API-client credentials.
AppDataLayer MCP Server
An app intelligence query engine that enables analysis of over 1 billion reviews from Google Play and the Apple App Store. It provides tools for sentiment analysis, keyword rankings, competitive comparisons, and time-series forecasting across 250,000
AppFlowy Cloud MCP Server
Enables interaction with the AppFlowy Cloud API to manage workspaces, databases, and row operations. It provides tools for authentication, resource discovery, and full row manipulation including creation and upserts.
AppFlowy MCP Server
Enables automatic upload of AI-generated rich text content to AppFlowy with Markdown syntax support, allowing seamless document creation and management through natural language instructions.
Appium MCP Server
Enables AI-powered mobile app testing and automation through Appium, using Azure OpenAI to intelligently navigate mobile applications and generate test cases.
Apple Ads MCP
MCP server exposing the full Apple Ads (Search Ads) Campaign Management API v5 — 74 typed tools
apple-books-mcp
The Apple Books MCP server bridges the gap between your personal reading journey and AI capabilities by transforming static book collections into interactive knowledge repositories.
Apple Calendar MCP Server
Provides Claude with full access to Apple Calendar on macOS for event management, smart scheduling, and schedule analytics. It enables natural language event creation, conflict detection, and template-based scheduling through AppleScript integration.
Apple Calendar MCP
Enables Claude and other MCP clients to directly interact with macOS Calendar.app using AppleScript for local calendar management. Provides tools for listing, searching, creating, updating, and deleting calendar events without cloud APIs or CalDAV se
Apple Deep Docs MCP
Provides comprehensive access to Apple's development documentation ecosystem including hidden Xcode docs, Swift Evolution proposals, GitHub repositories, and WWDC session notes. Enables developers to search and retrieve advanced Apple development res
Apple Dev MCP Server
Provides AI assistants with access to Apple's Human Interface Guidelines and technical API documentation across all Apple platforms (iOS, macOS, watchOS, tvOS, visionOS), enabling unified search of design principles and implementation details.
Apple EventKit MCP Server
Provides Claude Desktop with access to Apple Calendar and Reminders on macOS for managing schedules and tasks through natural language. It supports comprehensive operations like creating, editing, and searching events and reminders, along with a cust
Apple Find My MCP Server
Enables interaction with Apple's Find My network to track devices, check battery status, and manage device information. Provides secure authentication and caching for efficient access to your Apple devices' location and status data.
Apple Health MCP
Enables users to query Apple Health metrics, workouts, and trends from CSV files exported via the Health Auto Export app. It allows MCP clients to analyze health data such as heart rate, sleep stages, and activity levels directly from local iCloud Dr
Apple Health MCP Server
Unofficial local-first Apple Health MCP server — parses your local export and exposes activity, sleep, heart, HRV and workouts to AI agents.
Apple MCP - Enhanced Edition
Enables AI assistants to interact with native Apple applications including Messages, Notes, Contacts, Mail, Reminders, Calendar, and Maps. Features smart contact resolution, priority-based search, and comprehensive Apple ecosystem integration with en
Apple MCP Tools
A collection of tools that enable AI assistants to interact with Apple applications and services including Contacts, Notes, Messages, Mail, Reminders, Calendar, Maps, and Web Search through the Model Context Protocol.
Apple MCP
Enables AI interaction with native macOS applications including Messages, Notes, Mail, Calendar, and Maps through natural language. It allows users to automate tasks like sending messages, managing contacts, and scheduling events across the Apple eco
Apple Music MCP Server
Integrates Apple Music with MCP clients to search the global catalog, manage personal playlists, and access library data. It enables users to perform actions like creating playlists, adding tracks, and viewing recommendations through natural language
Apple Notes MCP Server
📇 🏠 🍎 - Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite qu
Apple Notes MCP
A local-only server that enables AI agents to create, read, search, and organize Apple Notes directly on macOS. It supports folder management, note formatting, and checklists using native automation to ensure data remains private and local.
apple-notifier-mcp
A simple MCP server that can send notifications on mac devices.
Apple RAG MCP
Provides AI agents with instant access to official Apple developer documentation, Swift docs, design guidelines, and Apple Developer YouTube content through advanced semantic and hybrid search capabilities. Features AI-powered reranking for accurate
Apple Reminders MCP Server
Enables AI assistants to manage Apple Reminders on macOS using natural language, with support for creating, updating, and searching reminders including advanced features like recurring patterns, location-based triggers, and multiple alarms.
Apple Reminders MCP
A tool that enables creating and querying Apple Reminders through natural language, allowing users to set reminder content (title and notes) and specify reminder date/time.
Apple Shortcuts MCP Server
Enables the generation, management, and validation of Apple Shortcuts (.shortcut files) by providing tools to search actions and build control flow blocks. It allows users to programmatically create and analyze shortcut structures for deployment on i
Apple Tools MCP
Enables semantic search across Apple Mail, Messages, Calendar, and Contacts on macOS using natural language queries. All processing happens locally with privacy-first vector indexing for fast similarity search.
Appleref MCP Server
Offline MCP server for Apple Developer Documentation, reading directly from a Dash-format Apple_API_Reference.docset
Applitools MCP Server
Enables AI assistants to set up, manage, and analyze visual tests using Applitools Eyes within Playwright JavaScript and TypeScript projects. It supports adding visual checkpoints, configuring cross-browser testing via Ultrafast Grid, and retrieving
Appmixer MCP
Enables LLMs to automate workflows and interact with SaaS products and APIs through Appmixer's integration platform. It provides tools for managing automation flows and dynamically exposes custom tools via an MCP Gateway.
Appo MCP
An MCP server that streamlines the integration of the @appolabs/appo SDK into web applications by providing tools for code generation, setup validation, and debugging. It enables AI assistants to generate React hooks and components for mobile-web fea
Appointment Manager MCP Server
Enables users to manage appointments through a FastAPI backend with PostgreSQL database. Supports creating, listing, updating, and deleting appointments via natural language interactions through Claude.
Appointment Scheduler MCP Server
Enables scheduling and managing appointments through a PostgreSQL database, allowing users to create appointments with name, identification, phone number, and date information via natural language interactions.
approveit MCP Server
A simple notes system that allows creating, storing, and accessing text notes through MCP resources and tools, with built-in prompt support for generating summaries of stored notes.
Apps Script MCP
Enables users to create, manage, and execute Google Apps Script projects through natural language. It provides comprehensive tools for code editing, function execution, deployment management, and monitoring script processes.
Apps Sdk Mcp MCP Server
MCP server adhering to OpenAI's Apps SDK spec
AppsFlyer MCP Server
Integrates AppsFlyer analytics data with AI assistants, allowing users to fetch various aggregate data reports from AppsFlyer Pull API with secure authentication.
AppSignal MCP Server
A Model Context Protocol server that connects to AppSignal, allowing users to fetch, list, and analyze incident information from their AppSignal monitoring.
AppSignal MCP
Enables AI assistants to query and fetch error and performance monitoring data from AppSignal through the Model Context Protocol. Supports searching and retrieving detailed information about application errors and performance samples with flexible fi
Appsignal MCP Server
Retrieve a list of all available AppSignal applications associated with your account. This tool is essential for discovering which applications you can monitor and must be used before selecting a spec
AppTweak MCP Server
Empowers users to search and analyze mobile apps via the AppTweak API, providing insights into app store data, reviews, ratings, and keyword performance on iOS and Android platforms.
Appwrite Docs MCP Server
Enables IDEs like Cursor, Windsurf, and Claude Code to access and query Appwrite documentation through a vector-powered search system. Provides developers with contextual Appwrite documentation directly within their development environment.
Appwrite MCP Server
A Model Context Protocol server that allows AI assistants to interact with Appwrite's API, providing tools to manage databases, users, functions, teams, and other resources within Appwrite projects.
Appwrite MCP
Enables AI agents to fully automate Appwrite backend operations with 143 tools covering databases, users, storage, functions, messaging, and more. Supports advanced features like GeoJSON attributes, file uploads, function deployment, and bulk operati
APRS.fi MCP Server
A Model Context Protocol server that provides access to APRS.fi API for ham radio position tracking and balloon chase operations, enabling AI-powered APRS data analysis through Claude Code.
APS ACC MCP Server
Enables AI assistants to interact with Autodesk Construction Cloud (ACC) projects through natural language, allowing users to query project data, manage issues and RFIs, browse files, and automate construction workflows directly from their developmen
APT Analysis MCP Server
Assists in Advanced Persistent Threat malware analysis by providing tools to securely download samples via jump servers using SSH and SCP. It enables automated retrieval of remote files through a multi-hop configuration for analysis workflows.
Aptly MCP Server
Enables AI assistants to manage Debian package repositories through natural language using the Aptly package management tool. Supports repository creation, package operations, snapshot management, publishing, and mirror synchronization.
Aptos NPM MCP
Enables users to manage API keys and perform Aptos Build actions through MCP-compatible interfaces like Claude and Cursor. This server facilitates development workflows on the Aptos blockchain by integrating directly with the Aptos Build platform.
aptos-mcp
A MCP server for interacting with Aptos documentation and creating full-stack Aptos blockchain applications.
APVISO MCP Server
Enables interaction with the APVISO AI-powered penetration testing platform to manage targets, initiate scans, and retrieve vulnerability findings. It allows developers to integrate security testing workflows directly into MCP-compatible tools like C
Aqicn Air Quality MCP Server
MCP server for aqicn air quality
AQICN MCP Server
Enables querying real-time air quality index (AQI) data for Chinese cities, including PM2.5, PM10, and other pollutant information with health recommendations from the World Air Quality Index Project API.
ar-agents
Argentine business automation: Mercado Pago, AFIP/ARCA, WhatsApp, banking, shipping (7 packages).
Energetica — Argentine Oil & Gas Data
Argentine oil & gas data — 40+ curated tables: production, wells, prices, investments, trade.
ar-mcp
Resolves AR-IDs, manifest hashes, and provenance trees from any MCP-compatible AI client via the AnchorRegistry API.
Ara Records MCP Server
Enables monitoring and analysis of Ansible playbook executions through the Ara Records API. Provides real-time playbook monitoring, task progress tracking, and comprehensive access to Ansible execution data.
araa47/jupiter-mcp
🐍 ☁️ - Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders )
arabimaak-gulf-arabic
Look up Gulf Arabic words with pronunciation, example sentences, and cultural context. 30 essential words for learning Arabic used in Saudi Arabia, UAE, Qatar, Kuwait, Bahrain and Oman.
Aragorn
A direct kernel debugger MCP server for Windows security research that connects to VM kernels via kdnet using DbgEng COM interfaces. It exposes over 60 tools for memory inspection, breakpoint management, and coordinated execution control between the
Arai
* taniwhaai/arai 🦀 🏠 🍎 🪟 🐧 - Policy enforcement for AI coding agents derived from existing instruction files (CLAUDE.md, .cursorrules, .windsurfrules, .github/copilot-instructions.md) — no separate YAML to maintain. Rules with prohibitive predicates
ArangoDB MCP Server
An implementation of the Model Context Protocol that enables interaction with ArangoDB databases, allowing users to perform queries, list databases and collections through natural language.
Aras Innovator Claude Agent
Enables Claude Desktop to interact with Aras Innovator PLM systems via OAuth 2.0, allowing users to query PLM data, create items, and call server methods through natural language.
Arbitrum Bridge MCP Server
Enables AI agents to perform cross-chain bridging operations using natural language intents, with support for multiple protocols (Across, Stargate) and advanced security features like oracle validation and slippage protection. Provides comprehensive
Arbitrum MCP Server
Enables monitoring and interaction with Arbitrum Nitro nodes and chains through natural language queries. Supports comprehensive chain health monitoring, batch posting tracking, gas price analysis, and node operations across all Arbitrum networks inc
ArbitrumOracle
12 MCP tools for DeFi risk & compliance on Arbitrum: token risk scoring, protocol health, contract verification, stablecoin risk, whale monitoring, DEX liquidity, and compliance screening.
ARC-1
MCP server for SAP ABAP systems
ARC Config MCP Server
Enables natural language management of GitHub Actions Runner Controller (ARC) in Kubernetes clusters. Supports automated installation, scaling, monitoring, and troubleshooting of GitHub Actions runners through conversational AI commands.
ARC MCP Server
A Node.js server that hosts AI agents and manages integrations with various data sources like Supabase, supporting automated database setup and deployment to Vercel.
arc-mcp
An MCP server for the Arc browser that enables programmatic management of spaces and tabs. It supports actions like listing, creating, and deleting spaces and tabs, as well as focusing spaces and opening URLs via AppleScript.
Arca MCP
An MCP server providing semantic memory storage and retrieval using vector embeddings powered by LanceDB and Google Gemini. It supports multi-tenant isolation and bucket-based organization for managing structured memories through natural language que
Arcade Azure Devops MCP Server
MCP Server using Aracde SDK to connect to Azure Devops
ArcadeDB Multi-Model DBMS
🎖️ ☕ 🏠 - Built-in MCP server for ArcadeDB, a multi-m
Arcaelas MCP
Provides AI-powered tools for image generation, text-to-speech conversion, background removal, and image upscaling through OpenAI and image processing APIs.
ArcAgent MCP
ArcAgent MCP server for bounty discovery, workspace execution, and verified coding submissions.
Arcanna MCP Server
Enables interaction with Arcanna's AI-powered security use cases, allowing users to manage jobs and integrations, query security events, provide feedback for model training, and generate/execute Python code for security automation.
Arcas OnlineEDA MCP Server
Provides programmatic access to Arcas OnlineEDA platform for electronic design automation, enabling formal verification, equivalence checking, power analysis, security verification, and FPGA design through natural language and automated workflows.
Arcate MCP Connect
Gives AI agents direct access to your Arcate product discovery workspace to read signals, browse roadmaps, and ingest new customer feedback. It enables users to search existing data and link signals to initiatives through natural language commands.
ArcGIS Knowledge MCP
Enables users to search and read Esri developer documentation, ArcGIS Pro help, and community forums directly through Claude. It provides tools to query official Esri sites and extract clean text content from documentation pages to answer technical G
ArcGIS MCP Server
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, enabling automated spatial analysis and data management. It provides a comprehensive suite of tools for vector geoprocessing, terrain analysis, and raster operations designe
Arcgis MCP Server
MCP server for arcgis
arch-linux-mcp
Arch MCP provides three main capabilities: * Access to Arch Wiki, AUR packages, official repos, and installed packages * Search, analyze, and securely install packages with built-in 50+ safety checks * Guided workflows for troubleshooting, security a
archangel-agency-mcp
Query ontological research briefings, Universal Language frameworks, and structured AI context documents through 4 MCP tools — including an 8-document Context JSON library sourced from the FusionGirl wiki. Supports x402 micropayments on Base and serv
Arche Browser
An MCP server for comprehensive browser automation and full local PC control via shell commands and Python execution. It enables tasks like web navigation, file system management, and remote access through SSE with token authentication.
Archicad MCP Server
Enables MCP clients like Claude to interact with Graphisoft Archicad through the Tapir add-on's JSON commands. Supports automated Archicad operations and custom tool integration for architectural design workflows.
Archicad MCP Server
MCP server for Archicad — C++ Add-On SDK for full BIM access via Unix Socket. Low-latency alternative to JSON API.
ArchiMate MCP Server
Enables generation of PlantUML ArchiMate enterprise architecture diagrams with full ArchiMate 3.2 specification support across all 7 layers, including automatic validation, multi-format export (PNG/SVG/XML), and instant diagram viewing through a buil
Architectural Decision Log (ADL) System
Enables AI assistants to manage architectural decisions through CRUD operations integrated with a GraphQL backend and SAP/LeanIX fact sheets. It provides tools for creating, reading, updating, and deleting ADL entries to maintain a structured history
Archive Agent
Archive Agent is an open-source semantic file tracker with OCR + AI search (RAG) and MCP capability.
ArchiveBox API
Enables programmatic interaction with ArchiveBox web archiving functionality through a comprehensive API wrapper. Supports adding URLs to archives, managing snapshots, and executing CLI commands with multiple authentication methods and policy-based a
Archy
Architectural sensor for Python codebases. Scores structural health (modularity, acyclicity, depth, equality), detects import cycles, enforces YAML layer rules, and runs a snapshot/diff loop so AI-assisted edits do not silently regress structure.
Arcjet MCP Server
Provides AI agents with context for integrating Arcjet security features like bot detection and rate limiting into applications. It enables users to retrieve information about processed requests, teams, and sites through the Model Context Protocol.
Arco Lexicon
Canonical vocabulary server for autonomous business design. Exposes the Arco Lexicon as seven MCP tools: term lookup, related terms, alignment verification, citation formatting, source retrieval, term listing, and term suggestion. No authentication r
Arcs-MCP
A multi-platform one-click article publishing tool for MCP Service.
Arduino MCP Server
Enables AI assistants like Claude to control Arduino boards in real-time, allowing users to turn LEDs on and off through natural language commands using the Model Context Protocol and Firmata.
Ares DevOps MCP Server
Enables seamless interaction with Azure DevOps for managing Git repositories, branches, and pull requests through natural language. It also supports automating and monitoring pipelines while providing secure, type-safe operations within MCP-compatibl
ARES MCP Server
Provides access to the Czech ARES business registry API, enabling search and retrieval of official information about Czech companies, validation of IČO numbers, and filtering by various criteria like legal form, industry codes, and location.
areweai/tsgram-mcp
TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!
Arezzo
Compile semantic document edits into correct Google Docs batchUpdate requests. UTF-16 arithmetic, cascading index shifts, OT-compatible ordering. MIT licensed.
ARGENTUM
🐍 🏠 - Karma economy for AI agents and humans. Submit good actions, get community atte
Argo RPG Platform MCP
Connects AI assistants to your Argo campaigns via the Model Context Protocol. Once configured, your AI assistant can read and write campaign lore, look up character details, and interact with Argo data directly from the chat interface.
Argo Workflow MCP Server
Enables AI agents to manage Argo Workflows through REST API, supporting workflow template and instance operations including creation, submission, monitoring, and deletion with token authentication.
Argus
AI-powered exploratory QA agent. Explores web apps like a real user — 18 MCP tools for clicking, filling forms, and navigating. Automatically verifies that actions persist (fake deletes, failed edits). Runs 16 detection types including dead links, SE
aria-mcp-server
🐍 - Clinical research MCP server for trial coordinators and life sciences teams. Re
ariadne
🐍 🏠 - Cross-service API dependency graph for microservice codebases. Give it a business term or endpoint name; get
aris-md/mcp
A minimal, well-structured MCP server implementation for learning and experimentation that exposes three tools: web search, API search, and client ID processing. It demonstrates clean separation between tool, transport, and LLM layers while supportin
Aristotle MCP Server
Enables LLMs to prove theorems in Lean and formalize mathematical problems using the Aristotle API, supporting both formal Lean code and natural language problem submissions.
Arithmetic MCP Server
A server that provides tools for performing basic arithmetic operations (addition, subtraction, multiplication, division) via the Model Context Protocol.
Arithmetic MCP Server
MCP server for arithmetic
Arithmuse
A minimal Python-based MCP server that provides standard arithmetic tools including addition, subtraction, multiplication, and division. It allows language models to perform basic mathematical calculations through a standardized interface.
Arithym
Arithym — lightweight precision math for agents on the go. Exact arithmetic MCP server with 62 tools, zero hallucination, sub-millisecond computation and is 61% cheaper than Python code execution at scale.
Arke Institute MCP Server
Enables semantic search across the Arke Institute's extensive archive of NARA records and presidential libraries using natural language queries. Provides access to millions of historical documents, photographs, and records with OCR'd content and comp
ArkForge Trust Layer
🐍 ☁️ 🍎 🪟 🐧 - Third-party certifying proxy — sign any HTTP call (AI agents, webhooks, microservices) with an independent Ed25
Arkhamdb MCP Server
MCP server for arkhamdb
Arkheia Hallucination Detection MCP
Detect fabrication and hallucination in any LLM output. Score responses from GPT-4o, Claude, Gemini, Llama and 30+ models. Free tier included.
arkime-mcp-server
An MCP server for Arkime full packet capture that enables AI assistants to search network sessions, investigate traffic patterns, and monitor capture health through various network analysis tools.
Arkiv MCP Server
Enables AI agents to query entities from Arkiv database chains using a SQL-like filter expression, with pagination and configurable fields.
Arm Review MCP Server
An MCP Server dedicated to mocking ARM Review for Compute CPlat/SDK Team + Feature Developers
ArmaVita Meta Ads MCP
A local Model Context Protocol server that enables interaction with the Meta Marketing API to manage ad accounts, campaigns, and creatives. It provides tools for targeting research, insight reporting, and campaign management through local MCP clients
armavita-originality-ai-mcp
Local-first MCP server for Originality.ai workflows, including AI detection, plagiarism checks, readability, SEO scans, and scan-result retrieval for content teams.
armavita-quo-mcp
Local-first MCP server for Quo/OpenPhone automation across messaging, calls, contacts, users, phone numbers, and webhooks via a clean stdio tool surface.
AroFlo MCP
A production-ready MCP server that enables interaction with the AroFlo API to manage quotes, projects, and labor reporting. It features secure request signing and exposes API documentation as resources for enhanced context and tool surface.
arr-assistant-mcp
A server that allows users to add movies and TV shows to Radarr/Sonarr using natural language queries.
arrstack-mcp
An MCP server that gives AI assistants control over your Sonarr, Radarr, Prowlarr, qBittorrent, and Jellyfin homelab media stack.
Arsenal MCP
A Kali Linux-based MCP server that exposes over 45 penetration testing tools for AI-assisted security auditing and vulnerability scanning. It features strict scope enforcement, structured output parsing, and persistent finding storage to automate the
artefact-mcp-server
Revenue intelligence MCP server: RFM analysis, 14.5-point ICP scoring, pipeline health scoring. Embeds Artefact Formula methodology. HubSpot integration.
Artel
The infrastructure for AI teams: a self-hosted server that gives a fleet of agents shared semantic memory, tasks, direct messages, and session handoff. Any agent that speaks HTTP participates: Claude Code, AutoGen, raw API scripts, anything.
Artemis MCP Server
Enables interaction with the Artemis API to retrieve and analyze cryptocurrency data, including accessing metrics, generating formulas, and validating API connections.
Arthas MCP Proxy
Enables dynamic SSH connection to servers for real-time JVM diagnostics using Arthas, allowing operations like thread dump, heap inspection, and method watching through MCP tools.
Arthor-Agent
🐍 ☁️ 🏠 🍎 🪟 🐧 - MCP server for AI agent for cybersecurity: automate assessment of documents, que
Arthur
An MCP server that enables developers to summon AI development team agents directly from their IDE to help with tasks like PR reviews, security evaluation, and CI/CD deployment setup.
arthurpanhku/Arthor-Agent
🐍 🏠 ☁️ - ...
artic-mcp
A server that provides access to the Art Institute of Chicago Collection through natural language interactions. This server allows AI models to search the Art Institute of Chicago Collection and have art works available as a Resource.
Article Manager MCP Server
Enables AI agents to save, search, and manage markdown-based research articles through a complete CRUD interface. Supports creating, reading, updating, and deleting articles with frontmatter metadata in a self-hosted file-based system.
Article Quadrant Analyzer MCP Server
Extracts content from articles, URLs, and images (via OCR), then generates intelligent 2x2 quadrant analysis visualizations in Chinese with direct ASCII matrix output for analyzing work processes, collaboration patterns, and content strategy.
article-mcp
Enables multi-source literature search, full-text retrieval, reference analysis, and journal quality assessment across Europe PMC, PubMed, arXiv, CrossRef, OpenAlex, and EasyScholar via the MCP protocol.
ArtifactHub MCP Server
Enables interaction with Helm charts on ArtifactHub by providing tools to retrieve chart metadata, default values, and templates. It supports fuzzy searching within values and templates to simplify the discovery and analysis of Kubernetes packages.
Artificial Analysis MCP Server
Provides access to real-time LLM pricing, speed metrics, and performance benchmarks for over 300 models from Artificial Analysis. It enables users to list, filter, and compare models based on costs, tokens per second, and intelligence indices.
Artificial Virtual Assistant (AVA)
An MCP server that provides AI applications with a toolset for an Artificial Virtual Assistant (AVA) integrated with the Gmail API. It enables users to automate email management and personal tasks through secure Google OAuth authentication.
artmann/package-registry-mcp
🏠 📇 🍎 🪟 🐧 - MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.
artscii
LLMs can't draw. This MCP can. 81 arts + 100 kaomoji + diagrams + charts.
Artsy Analytics MCP Server
A Model Context Protocol server that provides Artsy partner analytics tools for Claude Desktop, allowing users to query gallery metrics, sales data, audience insights, and content performance through natural language.
arXiv LaTeX MCP Server
Enables Claude and other MCP clients to access and process arXiv papers by fetching their LaTeX source code, providing accurate interpretation of mathematical equations and notations that PDF processing often struggles with.
ArXiv-MCP
A Model Context Protocol server that enables AI agents to search, retrieve, and analyze academic papers from arXiv, supporting features like keyword search, paper details retrieval, content extraction, and paper analysis.
ArXiv Paper MCP
Enables searching, retrieving, and parsing academic papers from arXiv, including keyword search, PDF downloads, content extraction from HTML/PDF formats, and accessing the latest AI research papers.
arxiv-paper
A paper retrieval and content parsing tool based on arXiv, supporting paper search, PDF link retrieval, and content parsing functions, suitable for obtaining the latest papers in academic research and AI fields.
arXiv Research Assistant MCP Server
An MCP server that allows Claude AI to search, explore, and compare arXiv papers efficiently through a custom-built local server.
ArXiv Research Assistant
Enables researchers to search ArXiv papers, extract key insights (problems, methods, results) from abstracts, and perform ML-powered analysis including topic modeling, trend visualization, and author collaboration networks.
arXiv Search MCP Server
Provides search functionality for arXiv.org papers through the official arXiv API, allowing users to search papers by keywords, filter by subject categories and date ranges, and receive comprehensive metadata including PDF links.
arXiv Search MCP
This MCP server enables users to search for scientific papers on arXiv and retrieve detailed metadata for specific papers. It provides tools to perform search queries and fetch in-depth information using paper IDs.
Arxiv Search MCP Server
MCP server for arxiv search
ArxivSearcher MCP Server
An MCP server that enables intelligent searching, filtering, and exporting of Software Engineering papers on arXiv with tools for querying by keywords, authors, analyzing trends, and finding related research.
AS400 MCP Server
Enables development support for AS400/IBM i systems by providing read-only access to metadata, source code, and program dependencies via ODBC. It supports CL, RPG, and COBOL environments, allowing users to retrieve library, table, and system informat
Asana MCP Hybrid Integration
A hybrid MCP server system that enables natural language management of Asana tasks, projects, and portfolios with enhanced security controls. It features a specialized guard server to provide audit logging and two-step confirmation for destructive ac
Asana MCP Server by CData
Asana MCP Server by CData
Asana MCP Server
Enables comprehensive Asana workspace management through natural language, supporting task tracking, project planning, team collaboration, and workflow automation across workspaces, projects, sections, and tasks.
Ascend Tools MCP Server
Ascend CLI, SDK, and MCP server for the Ascend Instance web API.
Ascii Art AI MCP
Ascii Art AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
ASCII Art & Unicode Diagrams MCP Server
Enables creation of text-based visual elements including bordered boxes with shading, formatted tables, and diagrams using Unicode box drawing characters and ASCII art palettes for terminal output, documentation, and chat interfaces.
ASCII Banner MCP Server
An MCP server for getting ASCII banners
ASCIIFlow MCP Server
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to generate ASCII wireframes and diagrams from natural language descriptions. It provides commands for creating canvases and drawing boxes, lines, arrows, and text using a characte
ascript-mcp
Enables AI programming tools to query AScript API documentation and control real Android/iOS devices for automation scripting, including device interaction, development deployment, and file management.
Aseprite Mcp Pro MCP Server
Control Aseprite with AI via MCP for sprite, layer, frame, palette, and export workflows with Godot support
Aseprite MCP Tools
A Python MCP server enabling programmatic interaction with Aseprite for pixel art creation and manipulation with features like drawing operations, palette management, and batch processing.
ASF Policy MCP
MCP server for answering questions about Apache Software Foundation policies, offering tools to list, retrieve, and search policy documents on releases, licensing, branding, security, infrastructure, and incubator topics.
ASG Card
Virtual MasterCards for AI agents. Issue and manage cards via MCP.
ashare-mcp
🐍 🏠 - MCP server for Chinese A-share financial statements: pull annual reports, ru
Ashby MCP Server
Connects Claude to the Ashby ATS to manage the hiring pipeline through natural conversation. It enables users to browse jobs, manage candidate profiles, track applications, and coordinate interview stages.
Asian Financial Filings MCP Server
Provides comprehensive access to financial filings from 7,700+ Asian companies through Japan's EDINET and South Korea's DART systems, enabling search, retrieval, and analysis of financial statements, XBRL data, and dimensional breakdowns.
Ask Human MCP Server
MCP server for ask human
Ask MCP
Provides access to multiple AI models (Grok, Gemini 2.5 Pro, Kimi, Qwen3 Coder, GLM-4.5) through OpenRouter, enabling users to query different specialized models for reasoning, coding, translation, and general tasks with automatic fallback to free va
Ask Question MCP App
Provides an interactive user interface for asking questions with support for text inputs, single/multi-select options, and confirmation dialogs. It allows LLMs to gather structured input or feedback from users through a set of predefined input types.
askbudi/roundtable
📇 ☁️ 🏠 🍎 🪟 🐧 - Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized MCP interface, providing zero-configuration access to the entire AI coding ecosystem.
AskDocs MCP Server
Enables semantic search and retrieval of information from technical documentation PDFs using RAG-powered natural language queries with Ollama embeddings and LLMs.
AskMeMCP
Enables AI assistants to request human input through a web interface, allowing them to pause execution and wait for responses via interactive tools like single questions, multiple choice selections, hypothesis challenges, and decision workflows.
AskOnSlackMCP
A Human-in-the-Loop MCP server that enables AI assistants to request information or clarification from humans via Slack. It uses real-time, thread-based conversations with socket mode integration to bridge the gap between AI systems and human experts
askr
An MCP assistant that provides asynchronous and parallel Q\\&A capabilities for AI clients using OpenAI-compatible APIs. It supports streaming, chain-of-thought detection, and local session persistence with a dedicated management panel for configurati
AskTable MCP Server
Enables interaction with AskTable's data analytics platform through MCP protocol. Supports querying and analyzing data from connected datasources using natural language, available via both SaaS and self-hosted deployments.
asmith26/jupytercad-mcp
🐍 🏠 🍎 🪟 🐧 - An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that allows you to control it using LLMs/natural language.
ASMR-One MCP Server
A Cloudflare Worker that implements an MCP server for searching and retrieving ASMR work information from asmr-one.com, allowing users to search by keyword, circle, tag, or voice actor and get random recommendations.
Aspen Catalog MCP
Enables AI clients to search Aspen Discovery library catalogs and check real-time book availability by keyword, author, or ISBN. This server allows users to verify local library inventory and filter book recommendations accordingly.
Aspire MCP Server
Enables Claude Cowork to interact with a PostgreSQL database for navigating educational content hierarchies and importing LaTeX-formatted quizzes. Users can fetch courses, units, and lessons while automatically parsing and inserting quiz questions in
Aspiremcpserver MCP Server
An MCP server to utilise the aspire CLI tool
aspro-mcp
Enables LLMs to interact with the Aspro.Cloud REST API through self-describing tools for discovering and calling modules, entities, and methods.
asqav-mcp
🐍 🏠 🍎 🪟 🐧 - AI agent governance MCP server with policy enforcement, quantum-safe audit trails (ML-DSA), m
Assay MCP Server
The quality layer for agentic software — independent agent-friendliness ratings for MCP servers, APIs, and SDKs
AssemblyAI MCP Server
Enables AI assistants to transcribe audio files from URLs or local paths using AssemblyAI's services, with support for speaker diarization, language detection, and asynchronous job management through a standardized MCP interface.
AssemblyLine 4 MCP Server
Enables interaction with the AssemblyLine 4 malware analysis platform, allowing file submissions, URL analysis, and search capabilities via natural language.
Assert
Run real Playwright E2E tests from your AI coding agent.
Asset Price MCP Server
A server that provides tools for retrieving real-time price information for various assets including precious metals and cryptocurrencies, allowing language models to access and display current asset price data.
Assignment MCP Server
BINAR Assignment
Assistant MCP Server
An MCP server that allows users to define custom tools via a configuration file for tasks such as retrieving project architecture and managing task lists. It also includes a plugin for generating structured and optimized AI prompts based on specific
ast-editor
AST-targeted code editing MCP server with 28 surgical tools for structural edits across 11 languages. Built on tree-sitter, replaces brittle search/replace with byte-correct edits keyed by symbol names.
ast-grep MCP Server
Enables AI assistants to search and analyze codebases using Abstract Syntax Tree (AST) pattern matching with ast-grep. Supports structural code search, pattern testing, and AST visualization across multiple programming languages.
Asta MCP Servers
Provides MCP wrappers for Allen AI's Asta research tools, enabling AI agents to manage local document collections and perform deep literature searches. It supports automated report generation, PDF text extraction, and research hypothesis synthesis.
Aster Finance MCP Server
Enables AI agents to interact with the Aster Finance Futures API for cryptocurrency trading. Provides comprehensive access to market data, order management, account information, and position management on the Aster exchange.
aster-info-mcp
An MCP server that provides structured access to Aster DEX market data—covering candlesticks, order books, trades, and funding rates.
AsterDex MCP Server
Provides access to AsterDex perpetual futures market data including real-time order books, candlestick charts, funding rates, and price statistics for cryptocurrency trading pairs.
Asterisk S2S MCP Server
MCP Server for automated conversational phone calls using Asterisk with Speech-to-Speech capabilities, allowing users to make phone conversations as easily as writing a prompt.
asterpay-mcp-server
MCP Server for AsterPay x402 Data API — market data, AI tools, crypto analytics, and utilities accessible to AI agents via Model Context Protocol. 13 pay-per-call endpoints on Base network, \$0.001 USDC each. EUR settlement for AI agent commerce.
astllm-mcp
An MCP server for efficient code indexing and symbol retrieval using tree-sitter AST parsing to fetch specific functions or classes without loading entire files. It significantly reduces AI token costs by providing O(1) byte-offset access to code com
Astra DB MCP Server
A Model Context Protocol server that allows Large Language Models to interact with Astra DB databases, providing tools for managing collections and records through natural language commands.
Astra MCP Server
Enables interaction with DataStax Astra DB through the Model Context Protocol. Provides database connectivity and operations for Astra DB instances via secure token-based authentication.
astranl-mcp
Dutch registered MCP server for AstraNL coordination protocol connecting humans AI agents and robots. Provides tools for robot index (46 robots across 11 categories), KvK compliance checks for Dutch companies, ACP v1.0 protocol primitives (DESCRIBE,
Astrapay Docs MCP Server
AstraPay – API docs, SDK & MCP server. Accept crypto payments in minutes.
AstrBot MCP
Provides operational control and automation tools for AstrBot developers, enabling plugin debugging, configuration management, message sending, log monitoring, and bot restart capabilities through AI agents.
Astria-Index
AI memory that works like yours. Neural pathway architecture gives your AI persistent recall, contextual awareness, and cross-session continuity the way human memory actually works. 14 MCP tools. Works with Claude Code, Cursor, Windsurf, and any MCP
astro-airflow-mcp
An MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health a
Astro Blog MCP Server
Enables automated blog post creation and management for Astro blogs deployed on Vercel through GitHub integration. Supports secure API-based operations with automatic deployment triggers and integration with automation tools like n8n.
Astro Docs MCP Server
Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access the latest Astro documentation in a structured way, enabling accurate answers about Astro's features, APIs, and best practices.
Astro MCP Server
Enables access to Astro's App Store Optimization (ASO) database for analyzing app rankings, keyword trends, historical performance data, and app ratings. Provides comprehensive tools for tracking and comparing app store performance metrics through na
Astro MCP
Provides unified natural language access to 40+ astronomical databases and surveys including DESI, SIMBAD, SDSS, and Gaia, enabling researchers to search, retrieve, and analyze astronomical data without learning complex APIs.
AstroInsight Research Assistant
Enables AI-powered academic research workflow from keyword search to hypothesis generation. Integrates multiple AI models to automatically search ArXiv papers, extract key information, and generate innovative research hypotheses for researchers.
astronomy-oracle
📇 🏠 🍎 🪟 🐧 - Accurate astronomical catalog data and observing session planner. 13,000+ de
ASUS Merlin Router MCP Server
Enables management of ASUS routers running Asuswrt-Merlin firmware via SSH/SCP. Supports system monitoring, device management, WiFi control, service restarts, NVRAM operations, file transfers, VPN management, and custom command execution.
AsyncAPI-MCP
An MCP server that gives AI assistants access to the AsyncAPI specification - search, explore and retrieve any version of the spec directly from your coding tool.
At Baeck Nginx Proxy Manager MCP Server
MCP server for Nginx Proxy Manager with full API coverage (43 tools)
At Designare Knowledge MCP Server
Knowledge Base von designare.at – Michael Kanda, Web & KI aus Wien. Semantische Suche über RAG.
At Uurl Bundler MCP Server
Bundle multiple URLs into one short link. QR codes, access counters, redirect lookup. Free.
At-Work API MCP Server
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the At-Work API (api.at-work.biz), allowing agents to communicate with this service through various transport modes like stdio, SSE, and HTTP.
aTars MCP by aarna
aTars MCP by aarna provides AI agents with structured access to crypto market signals, technical indicators, and sentiment analysis.
atdata-email-verification-mcp-server
atdata-email-verification-mcp-server
ATEM MCP Server
Enables natural language control of Blackmagic ATEM video switchers via the Model Context Protocol. It allows users to manage camera switching, transitions, audio mixing, macros, and streaming operations through AI assistants.
Atera MCP Server
.NET 9 MCP server for Atera API ticket management
Athena Health MCP Server
Enables interaction with Athena Health's API for comprehensive healthcare practice management. Supports appointment scheduling, provider and department management, patient search, and available slot discovery through natural language.
Athena MCP
An MCP server that provides a reasoning sidekick for tool-using agents with a single 'think' tool for tackling complex problems. It allows agents to consult powerful reasoning models like Claude Opus or GPT-5 only when needed, keeping costs low while
athenahealth MCP Server
Enables AI-powered clinical decision support by integrating with athenahealth's API to access patient data, manage prescriptions, check drug interactions, and generate clinical assessments. Provides HIPAA-compliant healthcare workflows with comprehen
Atla
The Atla MCP Server provides a standardized interface for LLMs to interact with the Atla API for state-of-the-art LLMJ evaluation.
Atlan Data Catalog MCP Server
MCP server for atlan data catalog
Atlan
** - Official MCP Server from [Atlan](https://atlan.com) which enables you to bring the power of metadata to your AI tools
atlas-browser-mcp
Enables AI agents to navigate the web visually using screenshot-based interaction and Set-of-Mark labeling for interactive elements. It supports humanized browsing behaviors, anti-detection measures, and complex tasks like multi-click CAPTCHA solving
Atlas Cloud MCP Server (Image / Video / LLM APIs)
Atlas Cloud MCP Server enables developers to access state-of-the-art AI models for image generation, video generation, and LLMs through a unified MCP interface. Fast, scalable, and cost-efficient alternative to traditional AI providers.
Atlas-Docs
The Atlas Docs MCP server provides technical documentation of libraries and frameworks for AI assistants, processes the official documentation into Markdown versions suitable for LLMS, and is applicable to McP-compatible LLM clients such as Cursor, C
atlas-g-protocol
Resume-as-an-Agent (RAAA) or Portfolio-as-an-Agent (PAAA) allows Agents to talk to your resume, find out if you are available for work, and more. Use the MCP to allow recruiters, managers, and anyone with an agent to 'talk' to your resume.
ATLAS Governance Gateway
A secure middleware that intercepts AI agent tool calls to evaluate risks and manage human-in-the-loop approvals via durable Inngest workflows. It ensures compliance with standards like the EU AI Act by pausing high-risk actions until authorized by a
Atlas Przetargów
📇 ☁️ - Search 800 000+ Polish public tenders (BZP + TED). Profiles of procur
atlas-social-mcp
AI-powered social media posting across 14 platforms. Post to Twitter, Instagram, TikTok, Facebook, LinkedIn, YouTube and more with one command. AI adapts content per platform, schedules posts, and generates 30-day content calendars.
AtlasMemory
Turn any codebase into an AI-readable neural map — with proof. Every claim linked to code anchors (line + SHA-256 hash), every context window optimized with greedy token budgeting, every session protected by drift detection. Tree-sitter indexing acro
Atlassian Bitbucket MCP
Enables interaction with Bitbucket through the Model Context Protocol, allowing users to manage pull requests, add comments, review code, create tasks, and perform other repository operations using natural language.
Atlassian Bitbucket MCP Server
MCP server for atlassian bitbucket
atlassian-browser-mcp
🐍 ☁️ - Browser-backed MCP wrapper for mcp-atlassian with Playwright
Atlassian Jira Confluence MCP Server
MCP server for atlassian jira confluence
Atlassian MCP Server for Heroku
An MCP server that provides integration with Jira and Confluence for managing issues, boards, sprints, and documentation pages. It is specifically designed for native deployment on Heroku to enable AI models to interact with Atlassian resources using
Atlassian MCP Server
Enables AI assistants to search and retrieve data from Jira and Confluence directly within MCP-compatible IDEs. It provides tools for managing Jira tickets and Confluence pages using OAuth 2.0 authentication and Hexagonal Architecture.
Atlassian MCP
Managed Code Plugin for Cursor IDE providing integration with Atlassian products (JIRA, Confluence, BitBucket), enabling developers to search for tasks, create new issues, view documentation, and manage code repositories directly from the IDE.
Atlassian Sprint MCP Server
MCP server for atlassian sprint
Atlassian Trello MCP Server
A Model Context Protocol (MCP) server for Trello that works with any MCP-compatible client -- Claude Desktop, Claude Code, Gemini CLI, and more. Provides 46 tools covering boards, cards, lists, labels, checklists, attachments, members, custom fields,
Atmospore
Per-species pollen forecasts at any point on Earth, seven days ahead. Free tier covers casual use.
ato-mcp
Offers plain-English access to Australian Taxation Office statistics including personal tax by postcode, company tax by industry, corporate transparency for \$100M+ entities, super contributions by age, and the ACNC charity register.
Atom-of-thoughts
AoT MCP server enables AI models to solve complex reasoning problems by decomposing them into independent, reusable atomic units of thought, featuring a powerful decomposition-contraction mechanism that allows for deep exploration of problem spaces w
atom-mcp-server
Global price benchmarking for AI inference across 2,600+ SKUs from 47 vendors. Query live pricing, market indexes, and model specs via 8 tools. Free tier available.
AtomGit MCP Server
A Model Context Protocol server that enables AI to manage AtomGit open source collaboration platform resources including repositories, issues, pull requests, branches, and labels.
Atomic CRM MCP Server
Enables AI agents to securely read and write data to an Atomic CRM instance via SQL queries. It features OAuth 2.1 authentication through Supabase and automatically enforces Row Level Security to protect user data.
ATproto Docs MCP Server
A remote MCP server providing a tool for searching and querying ATprotocol documentation, helping developers easily access information while building on the protocol.
Atrax Mcp Proxy MCP Server
MCP server for atrax mcp proxy
Atrax
Proxy that aggregates multiple MCP servers and presents them as a unified interface, allowing clients to access resources from multiple servers transparently.
ats-mcp
Test automation across web, mobile, desktop, API, and SAP GUI via ActionTestScript. 30 tools covering the Playwright MCP surface plus native multi-platform reach.
ATT&CK MCP Server
Enables querying the MITRE ATT\\&CK framework for adversarial tactics, techniques, mitigations, and detection methods through natural language, supporting both ID-based and fuzzy name-based searches.
attendance-engine
attendance-engine-mcp is a Model Context Protocol server that gives AI agents deterministic, fixture-backed tools for workforce attendance and wage-and-hour compliance. Built on @attendance-engine/core — a pure-function, zero-deps, 100%-covered TypeS
Attendance Management MCP Server
A Model Context Protocol server that enables querying attendance information and managing employee leave requests, overtime requests, and schedules.
Attendee MCP Server
A Model Context Protocol server that allows users to create and manage meeting bots capable of joining video calls, speaking, sending chat messages, and retrieving meeting transcripts.
attest-mcp-server
An MCP server that exposes tools for issuing scoped agent credentials, delegating narrower child credentials, handling approvals, revoking task trees, and retrieving audit trails and evidence packets.
attestor
Audit-grade memory backbone for agent teams. Bi-temporal facts (event time + transaction time, with recall(as_of=...) replay), 6-step deterministic retrieval (no LLM in the critical path), conversation ingest with speaker-locked dual-pass extraction,
Attio Simple MCP Server
Integrates Attio CRM with AI clients to manage companies, people, and notes through 14 specialized tools. It supports dynamic schema discovery, enabling users to search, create, and update records within their Attio workspace.
Attio MCP Server
Search for companies by name
RTOpacks
Australian VET National Register — qualifications, units, skill sets, AQF ladders.
au-weather-mcp
Provides LLMs with real-time, historical, and forecast Australian weather data via Open-Meteo, using plain-English location keys and fuzzy search.
Auckland Transport MCP Server
Enables searching for Auckland public transport stops and retrieving real-time transit schedules and timetables using the Auckland Transport API with GTFS standardized data.
Aucterra MCP Server
An MCP-compatible server that enables LLM agents to interact with Aucterra's document understanding APIs, providing structured access to document classification and field extraction services.
AudacityMCP
Enables AI assistants to control Audacity for real-time local audio editing, mastering, and transcription through over 90 specialized tools. It allows users to perform complex audio processing tasks like noise reduction and podcast cleanup using natu
audible-mcp
A Model Context Protocol server that enables authenticated access to Audible data for library management, searching, and metadata retrieval. It provides tools for tracking listening statistics, wishlists, and collections using signed-auth workflows.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
Audiense Insights MCP Server
MCP server for audiense insights
Audio Analysis MCP Server
Enables AI models to analyze audio files through numerical fingerprints, pitch tracking, and visual spectrograms without requiring direct audio playback. It provides tools for comparing audio iterations and detecting patterns using token-efficient an
Audio Interface MCP Server
MCP server for audio interface
Audio MCP Server
Enables Claude and other AI assistants to interact with your computer's audio system, allowing for recording from microphones and playing audio through speakers.
Audio Playback MCP Server
Enables playback control of local audio files through a virtual audio output device, supporting play, stop, and status queries with configurable root directory and path safety enforcement.
Audio Playback MCP Server
MCP server for audio playback
Audio Player MCP Server
A server that allows Claude to control audio playback on your computer, supporting MP3, WAV, and OGG files with features like play, list, and stop commands.
Audio Player MCP Server
MCP server for audio player
Audio Transcriber MCP Server
A MCP server that enables transcription of audio files using OpenAI's Speech-to-Text API, with support for multiple languages and file saving options.
Audio Transcriber MCP Server
MCP server for audio transcriber
AudioGen MCP Server
Enables users to generate sound effects from text descriptions using Meta's AudioGen model. Specifically designed for Apple Silicon Macs, it supports single and batch audio generation directly from natural language prompts.
audit-mcp-cli
Lightweight Node.js dependency vulnerability audit tool with CLI and MCP Server modes. Supports npm/pnpm, full dependency chain tracing, remote GitHub repo auditing, and generates Markdown/HTML reports.
Audius MCP Server
Enables interaction with the Audius music platform API, supporting user, track, and playlist operations through the Model Context Protocol.
Audius MCP Server
MCP server for audius
AURA MCP Server
Enables Claude and ChatGPT to interact with AURA API for real-time DeFi portfolio analysis, swap execution, yield opportunities, and automated trading strategies across 200+ blockchain networks. Includes natural language swap parsing, cross-chain por
aura-memory
🐍 🏠 — Persistent cognitive memory for Claude Desktop. Sub-ms recall, offline, encrypted.
Aurai Advisor (上级顾问 MCP)
An MCP server that enables local AI models to receive guidance from remote 'senior' AI providers like OpenAI, Anthropic, and Gemini to solve programming problems. It features intelligent multi-turn dialogue management, context synchronization, and au
Auralis Commander
A lightweight Windows-native MCP server providing a consolidated suite of 14 tools for shell execution, file operations, and interactive process management. It optimizes efficiency through batch file operations and smart process handling to minimize
Aurora 4x MCP Server
Read-only MCP server that lets Claude query your Aurora 4x campaign database for colonies, fleets, minerals, and more, with support for registering custom queries.
Aurora-MCP
Enables querying relationships between plant species, small molecules, and mitochondrial Complex I inhibitors by bridging natural-product, biodiversity, and PubMed datasets. Allows LLMs to perform structured searches and reasoning over biological dat
aurum-mcp
Queries Aurum design system components, tokens, icons, Figma node IDs, and changelog via LLM clients.
AusLaw MCP
Enables users to search and retrieve Australian legislation and case law with full-text content extraction. Provides structured results with citation metadata and OCR support for archival PDFs.
Australian Bureau of Statistics (ABS)
Provides access to the Australian Bureau of Statistics (ABS) Data API. This server allows AI assistants to query and analyze ABS statistical data.
Australian Bureau Of Statistics MCP Server
MCP server for australian bureau of statistics
Australian Institute of Health and Welfare
MCP server for Australian Institute of Health and Welfare statistics — plain-English access to mortality, cancer, hospital, and health expenditure data via data.gov.au.
Australian Postcodes MCP Server
Enables AI assistants to search, validate, and retrieve Australian postcode and suburb data with intelligent fuzzy matching for handling misspellings and voice queries. Provides comprehensive location services including geographic search, Local Gover
Australian Prudential Regulation Authority
Plain-English access to APRA banking, superannuation, and insurance statistics — every prudentially-regulated entity in Australia.
auth-fetch-mcp
📇 🏠 🍎 🪟 🐧 - Fetch content from login-protected web pages (Notion, Google Docs, Jira, Con
Auth0 OAuth MCP Server
A Model Context Protocol server that requires user authentication via Auth0 before enabling secure API access on behalf of the authenticated user.
Auth0 OIDC MCP Server
A MCP server that requires user authentication via Auth0, allowing it to call protected APIs on behalf of authenticated users.
authbox
📇 🏎️ 🏠 🍎 🪟 🐧 - Zero-knowledge password manager with MCP credential gateway. BIP-39 seed phrase recovery, deterministi
authensor-mcp-server
Policy enforcement gateway for MCP tool calls, evaluating every tool invocation against declarative YAML policies (allow/deny/escalate-to-human), generating cryptographic hash-chained audit receipts, and including built-in content safety scanning.
Authenticated MCP SSE Server
A secure MCP (Model Context Protocol) server hosted on Google Cloud Run that enables team collaboration by providing authenticated access via Google Cloud IAM, allowing teams to share custom MCP servers over the internet before official MCP authentic
Authenticated Next.js MCP Server
Enables secure MCP server functionality with Clerk authentication and user-specific API key management. Provides Next.js documentation tools through protected endpoints with multiple authentication methods including OAuth 2.1 with PKCE.
authentik-mcp
Authentik MCP provides seamless integration with Authentik's API, supporting both full-featured and diagnostic modes. These enable secure, automated user, group, and system management through MCP-compatible tools.
Authless Remote MCP Server
A tool for deploying a remote Model Context Protocol server on Cloudflare Workers without authentication requirements, allowing users to create custom AI tools accessible from Claude Desktop or Cloudflare AI Playground.
Authn8 MCP Server
Access your team's 2FA codes from AI agents without sharing secrets. List accounts, generate TOTP codes, and maintain full audit trails. Built for DevOps, CI/CD pipelines, and automated workflows that need to authenticate to protected services.
Author Style '-esque' MCP Server
Provides a catalog of curated author writing styles and tools to blend or analyze them across eight dimensions for text and image prompt generation. It enables users to apply structured literary patterns through deterministic style modeling and coord
Authorize .Net MCP Server by CData
This read-only MCP Server allows you to connect to Authorize.Net data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
Authorize.net MCP Server
Provides read-only access to Authorize.net transaction reporting APIs, enabling users to query settled batches, transaction details, customer payment history, and settlement statistics directly from AI assistants.
Authorized Buyers Marketplace API MCP Server
A Multi-Agent Conversation Protocol Server that provides programmatic access to the Google Authorized Buyers Marketplace API, allowing agents to interact with the digital advertising marketplace through natural language.
AuthWeaver MCP
Extracts prior-authorization evidence from synthetic FHIR data to create structured evidence packets for clinicians. It utilizes an LLM to identify medical-necessity details and clinical summaries from FHIR resources.
auto-cm-director
An autonomous video director that generates promotional videos for software projects. It uses Remotion to script, direct, and configure marketing videos based on simple inputs.
Auto dev
Automotive Data for AI Agents
Auto Favicon MCP Server
Automatically generates complete favicon sets from PNG images or URLs, creating multiple sizes, ICO files, Apple touch icons, and manifest.json for web applications.
Auto-Snap MCP
A server that automates screenshot capture and document processing, allowing users to convert screenshots into PDFs and extract text through natural language commands.
Auto Stitch MCP
An automated MCP server for Google Stitch that enables AI-driven UI design generation, screen management, and design system extraction. It provides 19 professional tools for creating consistent web interfaces, conducting accessibility audits, and exp
AutoBot MCP
Enables remote control and automation of Android devices through the Model Context Protocol, supporting UI interactions, app management, ADB commands, screenshots, and device information retrieval via AutoBot API.
AutoBuildMCP
A profile-based build automation server powered by MCP that manages, executes, and monitors build processes across multiple projects with features like build queuing, asynchronous execution, and file-watching for automatic rebuilds.
AutoCAD MCP Pro
Production-grade AutoCAD automation server enabling real-time CAD control via COM and headless DXF operations through 87 tools, including drawing creation, entity modification, layer management, and batch processing, designed for AI agent integration
Autoconsent MCP
A Model Context Protocol server that provides browser automation capabilities for creating and testing Autoconsent rules, enabling LLMs to interact with web pages and test consent management platforms in a real browser environment.
Autodesk Build MCP Server
Enables AI assistants like Claude to interact with Autodesk Construction Cloud Build platform for construction project management, including issues tracking, RFIs, submittals, and document management through natural language.
Autodesk Platform Services MCP Server
MCP server for autodesk platform services
AutoDev MCP
A dual-track testing server that combines CLI test execution with Playwright-based browser testing and persistent SQLite logging. It enables automated test pipelines, Git integration, and evidence-based requirement generation to streamline the develo
AutoDocs MCP Server
Automatically provides AI assistants with contextual, version-specific documentation for Python project dependencies by scanning pyproject.toml files. Eliminates manual package lookup and enables more accurate coding assistance through seamless integ
Autodocument MCP Server
An MCP server that automatically generates documentation, test plans, and code reviews for code repositories by analyzing directory structures and code files using AI models via OpenRouter API.
AutoEQ MCP Server
🐍 🏠 🍎 🪟 🐧 - Headphone/IEM equalization database with 8,800+ models from AutoEQ. Search by name or sound si
AutoGen documentation
** - A Model Context Protocol (MCP) server that provides AI assistants with the ability to search and retrieve Microsoft AutoGen documentation.
AutoGen MCP Server
An MCP server that provides integration with Microsoft's AutoGen framework, enabling multi-agent conversations through a standardized interface.
Autogen MCP Server
MCP server for autogen
autoicd-mcp
MCP server for automated ICD-10 medical coding. Code clinical text to ICD-10-CM diagnoses, search 74,000+ codes, and de-identify PHI via the AutoICD API.
Autokirk MCP Server
Transforms business descriptions into structured AIS (Autokirk Interaction Standard) blueprints that organize operations, divisions, and AI opportunities using the Autokirk Founder Operating Format.
AutoMac MCP
An experimental MCP server providing full control over the macOS user interface through mouse, keyboard, and window management tools. It enables AI assistants to automate desktop tasks by utilizing native accessibility APIs and OCR for real-time scre
automatalabs/mcp-server-playwright
🐍 - An MCP server for browser automation using Playwright
automatelab-ai-seo
Vendor-agnostic MCP server that audits, scores, and rewrites web pages for AI-citation eligibility. No API keys. No registration. Works in Claude Desktop, Cursor, Cline, Windsurf, VS Code (Copilot / Continue), and any client that speaks the Model Con
automatelab-n8n-mcp
An MCP server for n8n that gives Claude, Cursor, and other AI agents tools for generating workflows, linting, diagnosing failed executions, and driving live n8n instances.
Automation Script Generator MCP Server
Processes test scenarios from user prompts to generate complete WDIO test suites with intelligent file management that analyzes existing files to determine whether to update them or create new ones.
Automation Workflows MCP Server
🛠️ Automate repository management, UI image processing, and serverless deployment using Bash, Rust, and Node.js/Vercel for efficient workflows.
Automatisch MCP Server
Enables AI assistants to interact with Automatisch workflow automation platform, allowing them to create, manage, and monitor workflows, connections, and executions through natural language commands.
automator-mcp
MCP server for macOS Automator that enables AI to control Mac computers by executing AppleScript/JXA, running automation workflows, and performing system-level tasks like sending emails and organizing files.
AutoMobile
Mobile automation suite of tools including an MCP and libraries for test authoring & execution. Android first, iOS support coming.
autonomad-travel
AI travel agent over MCP — live flights, hotels, activities, and events worldwide, then completes the booking on autonomad.ai.
Autonomous Blog Agent MCP Server
AI-powered autonomous blog creation system using OpenAI Agents SDK, MCP servers, and dynamic keyword research.
autonomous-frontend-browser-tools
Enables AI tools to interact with browsers for enhanced frontend development, providing context to LLMs through tools like API call analysis, screenshots, element selection, and documentation ingestion.
Autonomous Shell Eaze Editor Plugin MCP Server
🐚 An unofficial shell plugin for Eaze Editor that gives AI agents secure, autonomous access to your system's shell — with persistent sessions, async execution, interactive input, token optimization, and configurable safety filters.
AutoPeças MCP Server
A Python-based MCP server that exposes auto parts inventory data stored in Google Sheets. It enables AI assistants to search, list, and check stock levels for automotive parts via the Model Context Protocol.
Autopilot Browser MCP Server
Enables AI agents to search for and execute automated browser workflows through Autopilot Browser's API, allowing web scraping, data extraction, and other browser automation tasks via natural language commands.
Autoplans MCP Server
MCP server for autoplans
AutoSOC Agent
An automated security operations center MCP server that uses LLMs and network analysis tools like Tshark to detect threats in traffic data. It enables users to automatically ingest PCAP files, query specific packets, and generate intelligent security
Autotask MCP Server
Standalone MCP server exposing 23 Autotask PSA tools to Claude Desktop, CLI, and any MCP client.
autousers
Evaluate UX with AI personas and human raters directly from MCP-aware clients like Claude and ChatGPT.
Autumn MCP Server
An unofficial MCP server that provides an interface to access the Autumn pricing API for managing customers, entitlements, invoices, and generating billing portal links.
Autumn Pricing Api MCP Server
MCP server for autumn pricing api
Auxen MCP
Provision private AI model endpoints (Llama 3.1, Qwen 2.5, Mistral) on dedicated GPUs, billed per minute. OAuth 2.1 + DCR.
Ava MCP Adapter
A REST bridge that exposes Ava Agent's AI capabilities as MCP tools, enabling interaction with CommandDeck specialist brains through chat, project management, memory recall, and skill invocation.
AVA MCP Server
A custom MCP server that provides AI applications with access to an Artificial Virtual Assistant (AVA) toolset, enabling Gmail integration and task management through natural language.
Avala Sdk Ts MCP Server
Official TypeScript SDK and MCP server for the Avala API — npm install @avala-ai/sdk
Avalanche MCP Tools
Enables natural language interaction with the Avalanche blockchain through AI assistants, allowing users to execute Avalanche CLI commands and AvalancheJS API operations without technical knowledge.
Avalanche MCP Server
MCP server for avalanche
Avalara AvaTax MCP Server by CData
This read-only MCP Server allows you to connect to Avalara AvaTax data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
Avanti Fellows PostgreSQL MCP Server
Read-only MCP server that enables AI tools like Claude and Cursor to query the Avanti Fellows PostgreSQL database, providing schema inspection, data sampling, and SELECT query execution capabilities.
Avanza MCP Server
Provides access to Avanza's public API for real-time Swedish stock quotes, fund information, and comprehensive market data. It enables users to perform detailed stock analysis, compare funds, and retrieve portfolio holdings through natural language.
Avanza-MCP
MCP server for Avanza portfolio monitoring and trading, supporting regular and stop-loss orders, paper trading, and live order placement through an authenticated TUI session.
AVD MCP Server
Automates Android Virtual Device operations by enabling users to start emulators, execute development commands, and capture screenshots. It facilitates Android testing workflows by returning command outputs and visual feedback directly to AI assistan
AverbePorto-MCP
Enables integration with the AverbePorto platform for cargo insurance endorsement services, allowing authentication, XML document uploads, ANTT protocol queries, and shipment management through AI tools.
Averra Extract MCP
MCP server for Averra Extract — lets AI agents like Claude, Cursor, and ChatGPT convert any webpage into clean, LLM-ready Markdown.
Aviation Model Context Protocol
Integration platform for aviation data sources including weather, NOTAMs, airport information, and flight planning APIs, enabling comprehensive pre-flight preparation and in-flight decision support.
Aviation Weather MCP Server
Provides real-time access to official aviation weather data including METARs, TAFs, and PIREPs directly from aviationweather.gov. It enables users to query airport observations, forecasts, and pilot reports through natural language within Claude.
Aviationstack MCP Server
🐍 ☁️ 🍎 🪟 🐧 - An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.
AviBase MCP Server
A Model Context Protocol server that provides AI assistants with access to comprehensive bird data, enabling queries across taxonomic classifications, conservation statuses, and geographic distributions from the AviBase dataset.
avisangle/calculator-server
🏎️ 🏠 - A comprehensive Go-based MCP server for mathematical computations, implementing 13 mathematical tools across basic arithmetic, advanced functions, statistical analysis, unit conversions, and financial calculations.
avisangle/jenkins-mcp-server
🐍 🏠 🍎 🪟 🐧 - Enterprise-grade Jenkins CI/CD integration with multi-tier caching, pipeline monitoring, artifact management, and batch operations. Features 21 MCP tools for job management, build status tracking, and queue management with CSRF protection
avisangle/method-crm-mcp
🐍 ☁️ 🏠 🍎 🪟 🐧 - Production-ready MCP server for Method CRM API integration with 20 comprehensive tools for tables, files, users, events, and API key management. Features rate limiting, retry logic, and dual transport support (stdio/HTTP).
Avro MCP Server by CData
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Avro (beta): https://www.cdata.com/download/download.aspx?sku=JNZK-V&type=beta
AVS Document Search System
A vector search system that enables semantic retrieval of document chunks using MongoDB Atlas Vector Search and Voyage AI embeddings, allowing users to search documents by meaning rather than just keywords.
Award Flight Daily MCP Server
Official Industry Standard MCP for Travel Awards, Points, and more. Search award flight availability across multiple airline loyalty programs, find sweet spots, check transfer partners, and get market stats all via MCP.
Awels PDF Processing Server
Enables conversion of PDF files to Markdown format with optional image extraction using docling. Supports batch processing of multiple PDFs with structured output including metadata and processing statistics.
awesome-confluence-mcp
🚀 Token-efficient MCP server for Confluence. Reduces LLM costs by 76% via Markdown conversion. Supports listing, searching, and fetching pages.
Awesome Linux MCP Server
Enables AI models to securely control remote Linux servers via SSH for command execution, file operations, and system monitoring, plus browser automation capabilities for web navigation, form interaction, and screenshot capture.
Awesome MCP FastAPI
A production-ready MCP server built with FastAPI, providing an enhanced tool registry for creating, managing, and documenting AI tools for Large Language Models (LLMs).
Awesome MCP Servers by appcypher
** - A curated list of MCP servers by **[Stephen Akinyemi](https://github.com/appcypher)**
Awesome MCP Servers by wong2
** (**[website](https://mcpservers.org)**) - A curated list of MCP servers by **[wong2](https://github.com/wong2)**
Awesome Sayba MCP Server
🤖 A curated list of Sayba ecosystem resources — SDKs, MCP Servers, Skills, Agents
AWP MCP Server
Provides tools for AI assistants to access the Agent Web Protocol (AWP) specification, validate agent.json files, and generate protocol-compliant configurations. It enables developers to integrate the AWP standard into their websites through natural
AWS Advisor MCP Server
Provides AWS service recommendations based on use case descriptions and allows browsing AWS services organized by categories. Helps users discover the most suitable AWS services for their specific technical requirements.
AWS AgentCore MCP Server
Provides comprehensive documentation about AWS AgentCore framework to GenAI tools, enabling users to build production-ready AI agents with enterprise-grade security, observability, and scalability. Offers guidance on identity management, API integrat
Aws Amplify Data MCP Server
MCP server for aws amplify data
Amazon ECS MCP Server
A managed MCP server enabling AI agents to access AWS using docs, API calls, and SOP workflows.
AWS Application Signals MCP Server
Enables AI assistants to monitor and troubleshoot AWS Application Signals services by tracking service health, analyzing SLO compliance, querying CloudWatch metrics, and investigating issues using distributed tracing with AWS X-Ray.
AWS AppRunner MCP Server
A boilerplate TypeScript MCP server with Express.js designed for AWS AppRunner deployment. Provides sample tools, resources, and prompts with Docker containerization and GitHub Actions CI/CD workflow.
AWS Athena MCP Server
Enables AI assistants to execute SQL queries against AWS Athena databases, check query status, retrieve results, and manage saved queries with support for both local and remote deployment via Lambda.
aws-athena-mcp
Run SQL queries with AWS Athena to access data available from AWS Glue catalog.
AWS Billing MCP Server
Enables users to analyze AWS costs, track spending trends, and detect anomalies directly within Claude Desktop using the AWS Cost Explorer API. It provides tools to identify major cost drivers and compare usage across different time periods through n
AWS CDK MCP Server
Provides guidance and tools for the AWS Cloud Development Kit, including infrastructure patterns, GenAI constructs, and security compliance via CDK Nag. It streamlines development by generating Bedrock Agent schemas and providing comprehensive docume
Aws Claw
Provides a comprehensive suite of tools for interacting with AWS services like S3, EC2, and Lambda using natural language commands. It enables AI assistants to inspect, manage, and operate AWS resources directly through the Model Context Protocol usi
AWS CLI MCP Server
An MCP server that enables Claude to generate and execute AWS CLI commands, allowing users to manage AWS resources through natural language conversations.
Aws Cloudwatch MCP Server
MCP server for aws cloudwatch
AWS CodePipeline MCP Server
A Model Context Protocol server that integrates with AWS CodePipeline, allowing users to manage pipelines through Windsurf and Cascade using natural language commands.
AWS Cognito MCP Server
A Model Context Protocol server implementation that connects to AWS Cognito for authentication and user management, providing tools for user flows including sign-up, sign-in, and password management.
AWS Customer Playbook Advisor MCP
Provides real-time access to AWS security best practices, incident response playbooks, and preventive security measures from the official AWS Customer Playbook Framework repository. Enables users to query AWS security guidance for services like S3, I
AWS Diagram MCP Server
Enables users to generate professional AWS architecture diagrams, sequence diagrams, flow charts, and class diagrams using Python code through the diagrams package. Supports customizable styling and secure diagram generation for cloud infrastructure
AWS Documentation MCP Server
Enables users to access, search, and get recommendations from AWS documentation through natural language queries. Supports both global AWS documentation and AWS China documentation with tools to fetch pages, search content, and discover related resou
AWS FinOps MCP Server
Provides a comprehensive suite of 76 tools for AWS cloud resource optimization, cost management, and infrastructure monitoring. It enables users to identify unused resources, analyze cost trends, right-size capacity, and maintain security compliance
AWS FIS MCP Server
Enables interaction with AWS Fault Injection Service to create, manage, and execute chaos engineering experiments. Operates in read-only mode by default for security, with optional write operations for starting/stopping experiments and managing templ
aws-helper MCP Server
A Model Context Protocol server that implements a simple notes system, allowing users to create, list, and summarize text notes.
AWS‑IReveal‑MCP
AWS‑IReveal‑MCP
Aws Kb Retrieval MCP Server
Performs retrieval from the AWS Knowledge Base using the provided query and Knowledge Base ID.
AWS Knowledge Base Retrieval MCP Server
An MCP server that enables users to retrieve information from AWS Knowledge Bases using RAG (Retrieval-Augmented Generation) via Bedrock Agent Runtime.
AWS MCP Audit
Enables read-only assessment of AWS environments by inventorying resources, running security and operational checks, and generating actionable reports with cost analysis. Designed for contractors with support for assume-role authentication using exte
AWS MCP Infrastructure
Provides a chat interface with natural language processing to deploy and manage AWS resources through an integrated Model Context Protocol (MCP) server.
AWS Nova Canvas MCP Server
An MCP server that allows you to generate and edit images using Amazon Bedrock's Nova Canvas model, supporting features like text-to-image generation, inpainting, outpainting, image variation, and background removal.
AWS PostgreSQL MCP Server
An MCP server allowing AI assistants like Claude to execute read-only SQL queries against AWS PostgreSQL databases, enabling data retrieval while preventing database modifications.
aws-pricing-mcp
🏎️ ☁️/🏠 - Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-parsed AWS pricing catalogue.
AWS Resources MCP Server
A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.
AWS S3 Control MCP Server
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with AWS S3 Control API through natural language, auto-generated using AG2's MCP builder.
AWS S3 MCP Server
Enables interaction with AWS S3 storage through bucket operations (create, delete, list), object management (upload, download, delete, list), and bucket policy configuration using AWS credentials.
AWS Sage
A unified MCP server for AWS that enables natural language infrastructure management, cross-service resource discovery, and dependency mapping. It features 30 intelligent tools for cost optimization, incident investigation, and multi-account operatio
AWS Security Posture Advisor MCP Server
Orchestrates multiple AWS security services to provide comprehensive security assessments, threat analysis, and multi-framework compliance monitoring. It enables users to perform automated remediation recommendations and incident investigations throu
AWS SecurityHub MCP Server
This server implements the Multi-Agent Conversation Protocol for AWS SecurityHub, enabling interaction with AWS SecurityHub API through natural language commands.
AWS SES MCP
An MCP server that enables sending emails directly through AWS SES without copy-pasting, supporting plain text and HTML emails with features like CC, BCC, and reply-to functionality.
AWS SSO MCP Server
Connects AI assistants to AWS infrastructure through AWS IAM Identity Center for secure, natural language management of cloud resources across multiple accounts. It enables users to execute AWS CLI commands, monitor resources, and run remote shell co
AWS Terraform MCP Server
A containerized Model Context Protocol server that enables using natural language to develop AWS infrastructure with Terraform, offering best practices guidance, security scanning with Checkov, and access to AWS provider documentation.
AWS Well-Architected Framework MCP Server
This server provides guidance and recommendations based on AWS's Well-Architected Framework for cloud architectures, enabling analysis and review focused on operational excellence, security, reliability, performance efficiency, cost optimization, and
Awslabs Aws Documentation MCP Server
Fetch and convert an AWS documentation page to markdown format. ## Usage This tool retrieves the content of an AWS documentation page and converts it to markdown format. For long documents, you can
AWT (AI Watch Tester)
AI-powered E2E testing MCP server. Point at a URL — AI generates test scenarios, runs Playwright tests, and self-heals failures automatically. Works on Canvas and Flutter Web apps.
AX Local Operations MCP Server
A comprehensive MCP server that enables AI models to perform local file operations, command execution, and task management across multiple platforms. It features advanced capabilities like row-level file editing, directory searching, and system monit
Axcess
Paid MCP server that evaluates typography accessibility beyond what axe and Lighthouse catch. \$0.05 USDC per evaluation via x402 on Base mainnet.
AXE Fleet MCP Server
Exposes over 19,000 Apify Actors as MCP tools for web scraping, data extraction, and OSINT automation. It enables AI agents to dynamically discover and execute scrapers to collect structured data and crawl web content.
Axendo Modelcontextprotocol Umbraco MCP Server
MCP server for axendo modelcontextprotocol umbraco
axie-mcp
Provides comprehensive access to Axie Infinity data, including detailed Axie stats, marketplace listings, land information, and player leaderboards. It allows users to query real-time game info and market statistics through natural language.
axint
📇 🏠 - Apple-native execution layer for AI agents. Compiles TypeScript to validated Swift — App In
axiom-calculator-mcp
🐍 🏠 🍎 🪟 🐧 - Personal finance calculators — mortgage payments, compound i
Axiom-hub
Persistent decision memory and contradiction detection for AI coding agents. Enforces architectural consistency across sessions — the agent cannot code until it loads prior decisions. Human resolves conflicts on a dashboard or in chat.
mcp-server-axiom-js
An npx-compatible port of @Axiom's mcp-server-axiom
Axion Planetary MCP
Enables MCP clients to access Google Earth Engine's satellite imagery and geospatial analysis capabilities. Provides tools for vegetation analysis, crop classification, disaster monitoring, and interactive map creation using petabytes of satellite da
AXIS iliad
Axis Iliad turns messy codebases into 86 canonical, deterministic artifacts across 18 programs. From raw repos to production-ready AGENTS.md, compliance kits, canvas packs and agent-ready foundations — the authoring layer for the natural language dev
axis-mcp
MCP server for Axis team action management tool, allowing Claude to access goals, tasks, KPI progress, and team data via Supabase.
Axivion MISRA C:2012 Compliance Agent
An MCP server that integrates with GitHub Copilot to analyze Axivion static-analysis reports and provide MISRA C:2012 compliance assistance. It offers deep rule explanations, rationale, and confidence-scored fix suggestions for identified code violat
axle-mcp
Integrates the AXLE (Axiom Lean Engine) CLI with AI assistants to provide comprehensive tools for Lean 4 proof engineering. It enables users to validate, repair, and transform Lean theorems through a remote API without requiring a local Lean installa
axliupore/mcp-code-runner
📇 🏠 - An MCP server for running code locally via Docker and supporting multiple programming languages.
Axme-code
Persistent project memory + architectural decisions + pre-execution safety hooks for Claude Code. Local-only storage, multi-repo workspace, automatic knowledge extraction via background auditor.
Axom MCP Server
Provides persistent SQLite-based memory and unified tool abstraction for AI agents to support long-term context and complex tool chaining. It enables automated code analysis, file operations, and environment discovery through a standardized interface
AXT-MCP
A Model Context Protocol service registry and connector framework that enables seamless integration with multiple services and models through a standardized API interface. Provides an extensible architecture for custom service adapters, API integrati
axure-mcp-server
Extracts text, image links, and structural content from public Axure share pages to enable AI-powered prototype summarization. It features multi-page crawling and OCR fallback to process image-only designs for downstream LLM analysis.
AXYS MCP Lite
Enables AI assistants to search through structured databases and unstructured content (documents, videos, files) using natural language queries with semantic understanding.
Ayd MCP Server
MCP server for ayd
Ayga MCP Client
Provides access to 21+ AI search parsers including Perplexity, ChatGPT, Claude, Gemini, Copilot, Grok, DeepSeek, and traditional search engines through the Redis API, enabling multi-source AI-powered search and information retrieval.
Ayrshare Unofficial MCP Server
Enables AI agents to interact with the Ayrshare API to publish social media posts, manage profiles, and handle comments or messages. It supports executing real-time API calls for analytics, media uploads, and automated scheduling across various socia
AYX-MCP-Wrapper
A Model Context Protocol server that provides a comprehensive interface to Alteryx Servers, enabling AI assistants to manage workflows, collections, users, schedules, credentials, and more.
Azfunc Insights MCP Server
MCP Server for monitoring your Azure Functions apps
Azgaarnoth MCP Server
Provides AI assistants with tools to query and explore the Azgaarnoth D\\&D world repository, including searching content, retrieving stat blocks, spells, and browsing categories like races, classes, nations, and creatures across ~4,200 markdown files
Azion MCP Server Template
A Model Context Protocol server template deployed on Azion Edge Computing Network that provides a simple calculator tool for basic arithmetic operations.
Azure Active Directory MCP Server by CData
Azure Active Directory MCP Server by CData
Azure AHDS FHIR MCP Server
A Model Context Protocol server that enables standardized interaction with Azure Health Data Services FHIR servers, allowing healthcare data operations through MCP tools.
Azure AI Agent Service + Azure AI Search MCP Server
Enables Claude Desktop to search private documents using Azure AI Search and perform web searches with Bing, providing AI-enhanced results with source citations through Azure AI Agent Service or direct Azure AI Search integration.
Azure AI Foundry MCP Server
Enables interaction with Azure AI Foundry services including model exploration and deployment, knowledge management through AI Search, evaluation of text and agents, and fine-tuning operations. Provides unified access to Azure's AI capabilities throu
Azure AI Image Editor MCP Server
Enables text-to-image generation and image editing using Azure AI Foundry models. Supports generating high-quality images from text descriptions and modifying existing images through natural language prompts.
Azure AI MCP Server
Enables comprehensive integration with Azure AI services including OpenAI, Cognitive Services, Computer Vision, and Face API through a mission-critical MCP server. Provides enterprise-grade reliability with high availability, observability, chaos eng
Azure Ai Search MCP Server
MCP server for azure ai search
Azure Analysis Services MCP Server by CData
Azure Analysis Services MCP Server by CData
Azure APIM + MCP Server Demo
Exposes backend APIs through Azure API Management as an MCP server to enable AI assistants to interact with product catalogs and order systems. It provides standardized tools for searching products, retrieving details, and managing orders via the Mod
Azure Assistant MCP
Enables natural language exploration of Azure environments by generating and executing KQL queries against Azure Resource Graph. Supports multi-tenant configurations, subscription scoping, and provides direct access to Azure resource information thro
Azure CLI MCP
An MCP server that wraps the Azure CLI. As LLMs are very good at generating Azure CLI commands, this server allows your LLM to list resources, update/create/delete them, fix errors (by looking at the logs), fix security issues...
Azure Container Apps Weather MCP Server
A server-sent events (SSE) MCP server that runs on Azure Container Apps with API key authentication, likely providing weather-related functionality based on the configuration.
Azure Cosmos DB MCP Server
A server that enables LLMs like Claude to interact with Azure Cosmos DB databases through natural language queries, acting as a translator between AI assistants and database systems.
Azure Data Catalog MCP Server By CData
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Azure Data Catalog (beta): https://www.cdata.com/download/download.aspx?sku=GNZK
Azure Data Explorer Kusto MCP Server
MCP server for azure data explorer kusto
Azure Data Explorer MCP Server
MCP server for azure data explorer
Azure Data Lake Storage MCP Server by CData
Azure Data Lake Storage MCP Server by CData
Azure DevOps MCP Proxy
Enables interaction with Azure DevOps through Personal Access Token authentication. Supports work item management, wiki operations, project/repository listing, and build pipeline access through natural language.
Azure DevOps MCP Server by CData
Azure DevOps MCP Server by CData
Azure DevOps MCP Server for Cursor
Enables interaction with Azure DevOps through natural language in Cursor IDE. Supports work item management, pull requests, builds, releases, test management, and guided workflows for development teams, QA testers, and release management.
Azure DevOps MCP Server with PAT Authentication
Enables interaction with Azure DevOps services through Personal Access Token authentication. Provides 75 tools for managing work items, builds, repositories, pull requests, and other DevOps operations via both CLI and HTTP API interfaces.
Azure DevOps Multi-Organization MCP Server
Enables interaction with multiple Azure DevOps organizations simultaneously, providing access to pipelines, builds, repositories, and pull requests across different organizations without switching contexts or restarting the server.
Azure DevOps Wiki MCP Server
A Model Context Protocol server that enables AI agents to interact with Azure DevOps wikis, providing capabilities for content search, page management, and hierarchical structure navigation.
Azure Fhir MCP Server
MCP server for azure fhir
Azure HPC/AI MCP Server
Enables users to query Azure HPC/AI Kubernetes clusters for GPU node information and InfiniBand topology details through kubectl commands. Provides tools to list GPU pool nodes with their status and retrieve network topology labels for high-performan
Azure Image Generation MCP
Enables AI-powered image generation using Azure DALL-E 3 and FLUX models with intelligent automatic model selection. Generates stunning photorealistic or creative images directly within LibreChat through simple text prompts.
Azure Impact Reporting MCP Server
Enables large language models to automatically report customer-facing issues with Azure resources by parsing natural language requests and submitting impact reports through the Azure Management API.
Azure Java SDK MCP Server
A Model Context Protocol server that provides Azure Java SDK documentation to AI assistants, allowing them to access readme files with introductions, key concepts, and code samples.
Azure Key Vault MCP
Enables management of Azure Key Vault secrets and certificates, including creation, retrieval, deletion, format conversion (PEM/CRT to PFX), certificate chain imports, and self-signed certificate generation.
Azure Log Analytics MCP Server
Enables querying and managing Azure Log Analytics workspaces using KQL (Kusto Query Language). Supports executing queries, managing saved queries, and exploring workspace tables and schemas with Service Principal authentication.
Azure Logs MCP
Enables querying Azure Application Insights logs by order number through natural language. Provides secure access to Azure Monitor logs with comprehensive error handling and rate limiting.
Azure MCP FastMCP Server
Provides Azure DevOps integration through MCP, enabling management of projects, work items, teams, and policies via natural language. Supports bulk work item creation with hierarchical relationships and iteration assignments.
Azure Mcp Server Http Server Endpoint MCP Server
Azure MCP server repo fork plus added Http server endpoint for hosting in Azure ACI
Azure Omni-Tool MCP Server
Enables intelligent interaction with Azure resources through natural language by translating requests into safe, auditable Azure CLI commands with plan/review workflows and direct access to 8 Azure services including Storage, Cosmos DB, Key Vault, an
Azure Pricing MCP Server
Enables querying Azure retail pricing information, comparing costs across regions and SKUs, estimating usage-based expenses, and discovering Azure services with savings plan information through the Azure Retail Prices API.
Azure Resource Graph MCP Server
📇 ☁️/🏠 - A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
Azure Resource MCP Server
Provides tools for listing and querying Azure resources directly from any MCP client, allowing you to efficiently browse your Azure infrastructure and analyze costs without leaving your workflow.
Azure Revisor MCP Server
A server that integrates with Cursor IDE to provide code review functionality for Azure repositories, enabling AI-powered pull request analysis and feedback.
Azure Revisor MCP Server
MCP server for azure revisor
Azure Security MCP Agent
An AI-powered security agent that utilizes MCP tools and Groq LLMs to analyze Azure infrastructure, audit security groups, and identify storage misconfigurations. It enables users to perform natural language security assessments and ensure compliance
Azure SQL MCP Server
Connects Microsoft Copilot Studio to Azure SQL Databases, enabling natural language interactions for data querying, record management, and schema inspection. It features 12 specialized tools for performing CRUD operations, executing SQL queries, and
Azure Storage MCP Apps Demo
Provides an interactive dashboard within VS Code Copilot to manage Azure Storage accounts, containers, and blobs through a rich UI. It enables users to visualize storage resources, perform CRUD operations, and generate SAS tokens using the Model Cont
Azure Synapse MCP Server by CData
Azure Synapse MCP Server by CData
Azure Table MCP Server by CData
Azure Table MCP Server by CData
Azure Topology Graph MCP Server
Enables exploration and analysis of Azure infrastructure by querying Azure Resource Graph, ARM, and Network Watcher APIs to create interactive topology maps. Provides tools for searching resources, discovering relationships, finding connectivity path
Azure Usage MCP Server
Enables natural language analysis of Azure usage data from CSV files, providing cost summaries, visualizations, and insights about service and regional spending patterns.
B&R Automation Studio MCP Server
Enables AI assistants to interact with B\\&R Automation Studio projects by building code, running ARsim simulators, and reading or writing OPC UA variables. It facilitates industrial automation development and real-time variable integration through na
Bürokratt MCP Server
Provides AI coding assistant rules and guidelines for Bürokratt modules, including expertise in DSL-based backend (Ruuter YAML, SQL), frontend development, browser debugging, fork synchronization, and service testing capabilities.
B2B Buyer-Signal MCP
Interprets B2B buyer signals (hiring, funding, tech changes) into structured outreach implications for AI sales agents, bridging the gap between raw signal data and actionable intent.
B2Bhint MCP Server
Enables access to B2Bhint API for searching and retrieving company and person information, including company details, financial reports, and contact data across multiple countries.
BaaS-MCP
Enables interaction with AIApp BaaS authentication system through keyword-based document search and automatic generation of framework-specific client code. Supports React, Next.js, Vue, and Vanilla JS with TypeScript integration and automatic project
BaaS SMS/MCP Server
A Model Context Protocol server that enables Claude to help developers implement SMS and MMS messaging features in web and mobile applications through direct integration with BaaS API services.
Babashka MCP Server
Enables execution and management of Babashka scripts using the Model Context Protocol, offering features like caching, command history access, and configurable timeouts for enhanced scripting workflows.
Babashka MCP Server
MCP server for babashka
Babson Engage MCP Server
MCP server that gives AI agents access to Babson's campus events and student organizations by merging live RSS feeds with historical iCal data into a unified, searchable timeline of 150+ events.
Baby Design UI MCP Server
Enables AI assistants to discover, document, and generate React code using the pastel-themed Baby Design UI component library. It provides tools for retrieving design tokens and component specifications to streamline the development of user interface
Baby-SkyNet
Provides Claude AI with persistent, searchable memory management across sessions using SQL database, semantic analysis with multi-provider LLM support (Anthropic/Ollama), vector search via ChromaDB, and graph-based knowledge relationships through Neo
bach-bin_ip_checker
An MCP server that provides tools for credit card BIN lookups and IP address verification to help prevent fraudulent transactions. It enables users to validate card details and perform IP lookups using the Bin Ip Checker API.
bach-whatsapp_number_validators
An MCP server for the WhatsApp Number Validators API that enables users to verify WhatsApp registration and business account status for single or bulk phone numbers. It also provides phone number validation with suggested alternatives for invalid ent
BACH YouTube API MCP Server
Enables access to YouTube data including channel videos, live streams, shorts, video details, transcripts, screenshots, and related content through the Yt API with support for localization and pagination.
BachStudio Excel MCP Server
Enables creation, reading, and manipulation of Excel workbooks without Microsoft Excel installed, supporting formulas, formatting, charts, pivot tables, and data validation through multiple transport protocols.
Back-Agent MCP Server
Executes development tasks by bridging Claude Desktop with Claude Code CLI, enabling automated code generation and task completion in specified working directories.
Backblaze B2 MCP Server
Enables seamless integration with Backblaze B2 cloud storage for managing buckets, uploading/downloading files, handling large multipart uploads, and managing application keys through natural language interactions.
Backbone.js Documentation MCP Server
Provides access to Backbone.js documentation chapters as readable resources and enables full-text search across all chapters. Users can browse documentation content and search for specific topics within the Backbone.js framework materials.
Backend Architect MCP Server
A specialized toolchain that guides AI agents through a structured 'Atomic Development' workflow for building Python FastAPI and Supabase backends. It manages project scaffolding and enforces dependency-ordered generation of database models, API rout
Backlink SEO
Classic SEO suites charge heavily for link indexes. This MCP gives individuals and agencies a free, automatable path to: surface pages that mention a brand (linked or not), narrow guest-post and resource-page angles, see who links to competitors, ver
Backlinks MCP
A MCP server for retrieving backlink information for any domain(SEO).
Backlinks MCP Server
Get backlinks list for the specified domain Args: domain (str): The domain to query Returns: List of backlinks for the domain, containing title, URL, domain rating, etc.
Backlog Manager MCP Server
A task tracking and backlog management tool that enables AI assistants to create, organize, and track issues and tasks with status workflow through MCP protocol.
backlog-mcp
An MCP server that gives AI agents structured read/write access to a story-based project backlog. Agents can list stories, read content, update status, and append notes — all backed by plain markdown files that live inside your project repository. Th
Backlogr MCP Server
Enables AI assistants to create and manage development projects with structured backlogs, including tasks, requirements, and progress tracking. Provides a bridge between AI development assistants and project management workflows through standardized
Backstage MCP Server
Provides comprehensive Backstage framework knowledge and development assistance through an MCP server. Enables plugin development, API reference access, code scaffolding, and community resource discovery for Backstage customization.
backtester-mcp
Local-first backtesting engine with built-in overfitting detection (PBO, deflated Sharpe, bootstrap CI, walk-forward) and a native MCP server for AI agents to validate trading strategies.
Backup AI MCP
Backup AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
Backupservermcplugin MCP Server
Runs an embedded HTTP server with an endpoint for downloading backups
Bags Sdk Hackathon MCP Server
Launch coins from your terminal with Bags SDK MCP server for agent auth, fee splits, claims, Dexscreener, and scout mode
Baguskto Saham
Enables access to Indonesian Stock Exchange (IDX) data with comprehensive historical data from 2019-2025 for 958 stocks, including real-time market overview, technical analysis, sector performance, and stock comparison capabilities.
baidu-ai-search
Search web using baidu with AI.
Baidu Baike MCP Server
MCP server for baidu baike
Baidu Cloud AI Content Safety MCP Server
A server that provides access to Baidu Cloud's content moderation capabilities for detecting unsafe content, allowing applications like Cursor to check text for security risks.
Baidu Digital Human MCP Server
Provides programmatic access to Baidu's Xiling Digital Human platform, enabling AI assistants to generate digital human videos, clone voices, and create synthesized speech through 13 standardized MCP protocol interfaces.
Baidu Map Search MCP Server
Provides a suite of tools for location retrieval and multi-modal route planning within China using the Baidu Maps API. It enables AI agents to perform address-to-coordinate conversions, nearby place searches, and calculate directions for driving, tra
Baidu Map MCP Server
地理编码服务
Baidu Search MCP Server
Enables AI assistants to perform intelligent web searches using the Baidu Wenxin API, supporting multiple models, search modes, and providing search results with reference sources.
Baidu Search MCP Server
MCP server for baidu search
Baidu Vector Database MCP Server
A server that provides access to Baidu Cloud Vector Database functionality through the Model Context Protocol, enabling LLM applications to perform vector searches and database operations via natural language.
Baidu MCP Server
MCP server for baidu
Baike-Render
A MCP server that fetches and renders Baidu Baike (Chinese Wikipedia) discussion content, allowing users to access encyclopedia article discussions and generate readable analysis of the structured data.
Bailian Voice Clone MCP
Enables voice cloning and speech synthesis through Alibaba Cloud's Bailian and DashScope platforms. It provides tools to create, manage, and synthesize audio using custom cloned voice profiles.
Bakaláři MCP Server
An MCP server for the Bakaláři v3 API that provides access to the popular Czech school management system. It enables users to retrieve schedules, permanent timetables, absence records, and grades through a standardized interface.
Bakery Data MCP Server
Provides access to bakery POS transaction data, product catalogs, and sales analytics from SQLite database through natural language queries and custom SQL execution.
Bakuraku MCP Server
MCP (Model Context Protocol) server for the Bakuraku (LayerX) REST API. Exposes all 43 Bakuraku REST endpoints as MCP tools, plus a TypeScript SDK and auto-generated docs, derived from the official OpenAPI 3.0 spec.
BALLDONTLIE Sports MCP Server
Provides access to comprehensive sports data from 5 major leagues (NBA, NFL, MLB, EPL, NHL) including teams, players, games, statistics, standings, injuries, and betting odds through 67+ endpoints. Enables users to query sports information and analyt
Baloosearch MCP Server
Enables AI assistants to search for files and content across the file system using KDE's baloosearch tool. Provides semantic search capabilities with configurable parameters like file type, directory, and result limits.
Balzac MCP Server
Enables AI agents to manage the end-to-end content pipeline on the Balzac AI platform, covering keyword research, SEO article generation, and CMS publishing. It provides structured tools for workspace management, competitor tracking, and integration
BambooHR MCP Server
Enables AI assistants to interact with BambooHR's API through natural language queries. Provides access to employee data, time off management, company files, and HR operations with comprehensive tools for workforce management.
bamboohr-mcp
Enables natural language interaction with BambooHR to manage employee records, time off, hiring, and benefits. It provides 74 tools and pre-built workflows to automate HR operations like onboarding, reporting, and performance tracking.
Bambu Lab MCP Server
Enables comprehensive control and monitoring of Bambu Lab 3D printers through Claude using local MQTT, FTPS, and X.509 authentication. Users can manage print jobs, monitor real-time status, handle filament through AMS, and adjust hardware settings li
bambu-printer-mcp
An MCP server for controlling Bambu Lab 3D printers that enables users to manipulate STL files, slice 3MF files, and manage end-to-end print workflows directly from Claude. It provides real-time status monitoring, file management via FTPS, and printe
BambuStudio MCP Server
Provides end-to-end 3D printing automation for Bambu Lab printers, allowing users to generate, slice, and monitor prints using natural language. It features model generation from text or images, real-time camera monitoring, and automated print qualit
bamwor-mcp-server
📇 ☁️ - World geographic data for AI agents. 261 countries with 20+ statistics and
Banana Image MCP
An MCP server that generates high-quality blog cover images using Google Gemini AI and automatically uploads them to Qiniu Cloud storage. It provides automated WebP conversion and compression to deliver optimized CDN URLs for generated images.
BANANA-MCP
An All-in-One Model Context Protocol Server Package that integrates 14 MCP servers (including YouTube, GitHub, Figma, databases) into a single Docker container for use with Claude.
Band MCP Server
A Model Context Protocol server that integrates with the Band API, allowing users to fetch posts from Band groups and perform read/write operations on Band data.
Bandmate MCP Server
Provides access to the Bandmate REST API for managing songs with chord notations, lyrics, and metadata, as well as organizing them into lists. Supports searching, creating, updating, and retrieving songs and playlists with optional authentication.
Bangalore BMTC Mobility Connectivity Platform
Provides real-time access to Bangalore's public transportation information including bus tracking, schedules, routes, and service updates to improve passenger experience.
Bangumi TV MCP Service
Provides MCP access to the BangumiTV API, allowing users to retrieve and interact with anime, manga, music, and game information through natural language queries.
Bangumi Tv MCP Server
MCP server for bangumi tv
bank-mcp
Provides AI assistants with secure, read-only access to over 15,000 financial institutions across the US and Europe via the Model Context Protocol. It enables users to query account balances, transactions, and spending breakdowns through natural lang
Banking and Fintech MCP Server
A FastMCP-based server designed for the banking and fintech domains, providing tools for database queries, Git operations, and deployment management. It features a modular architecture with reusable prompt templates and integrated security practices
Banking Model Context Protocol Server
Implements a secure message communication protocol for handling exchanges between the banking chatbot and Azure OpenAI, providing message queuing, reliability, and detailed logging.
Bankless Onchain MCP Server
Implements the Model Context Protocol to allow AI models to access and interact with blockchain data, including reading contract states, retrieving events, and accessing transaction information across various networks.
BankRegPulse
BankRegPulse MCP Server connects AI assistants to live banking regulatory data from 100+ sources including OCC, FDIC, CFPB, Federal Reserve, and all 50 state banking departments. Three tools: daily intelligence briefings, regulatory podcast audio, an
Bannerlordsearch Mcp Server MCP Server
Quickly find classes, methods, and code snippets in the Mount & Blade II: Bannerlord codebase with a lightweight MCP server
banrepco
A template for deploying MCP servers on Cloudflare Workers without authentication. Enables easy creation and deployment of custom MCP tools that can be accessed remotely via Claude Desktop or Cloudflare AI Playground.
Banxico MCP Server
Enables access to Bank of Mexico (Banxico) economic data including real-time and historical USD/MXN exchange rates, inflation data, interest rates, and other financial indicators. Supports querying current rates, historical data with date ranges, and
Bar Assistant MCP Server
Enables intelligent cocktail discovery and recipe retrieval from Bar Assistant instances with natural language search, similarity matching, batch processing, and ingredient analysis capabilities.
Barebones MCP Server
A minimal, dockerized template for creating HTTP-based Model Context Protocol servers. Provides a starting point with FastMCP framework integration and includes a sample cat fact tool that can be replaced with custom functionality.
BareMCP
Enables AI assistants to manage BareCommerceCore e-commerce stores through 46 tools covering products, orders, customers, categories, pages, media, webhooks, and analytics. Uses secure OAuth authentication without requiring API keys in chat.
barevalue-mcp
📇 ☁️ 🍎 🪟 🐧 - AI podcast editing as a service. Upload raw audio or submit a URL, get back edited episodes with filler words removed, noise reduction, transcripts, show notes, and social clips. Includes webhooks for automation.
Bargainer MCP Server
A Model Context Protocol server that aggregates and compares deals from multiple sources including Slickdeals, RapidAPI marketplace, and web scraping, enabling users to search, filter, and compare deals through a chat interface.
Barnsworthburning MCP
A Model Context Protocol server that enables searching content from barnsworthburning.net directly through compatible AI clients like Claude for Desktop.
Barnsworthburning Search MCP Server
MCP server for barnsworthburning search
Bart San Francisco Transit MCP Server
MCP server for bart san francisco transit
BarzKit — Self-custody AI Agent Wallets
Self-custody AI agent wallets with passkeys, gasless transactions & programmable permissions (ERC-4337)
Basalt MCP
A security-hardened MCP server that enables AI models to safely interact with Obsidian vaults through sandboxed file operations and todo tracking. It implements strict validation layers and resource limits to protect the local filesystem from potenti
base/base-mcp
🎖️ 📇 ☁️ - Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations
base-flash-arb-mcp
Arbitrage detection across DEXes on Base. Scan pairs, detect price gaps, estimate profit, simulate flash loan routes.
base-gasless-deploy-mcp
Gasless ERC-20 token deployment on Base using CDP Paymaster. Deploy tokens, verify contracts, check status.
Base Mini App Builder MCP Server
Enables developers to build Base mini apps from start to finish with 10 specialized tools for generating manifests, starter code, deployment guides, design guidelines, and debugging assistance. Integrates official Base documentation to streamline the
base-multi-wallet-mcp
Coordinated multi-wallet trading on Base. Create wallets, distribute funds, execute synchronized buys/sells, rebalance portfolios.
Base Network MCP Server
An MCP server that enables LLMs to perform blockchain operations on the Base network through natural language commands, including wallet management, balance checking, and transaction execution.
base-price-oracle-mcp
On-chain price feeds from Base DEX pools. Get spot prices, TWAP, liquidity depth, price impact, and historical OHLCV.
base-security-scanner-mcp
Smart contract security scanner for Base. Detect honeypots, rug pulls, hidden mints, proxy dangers, and generate audit reports.
Base44 MCP Server
base44 SDK documentation MCP server
Base64 MCP Server
A simple and efficient MCP server that provides Base64 encoding and decoding functionality for both text and images with support for Data URL format.
Base64 Streaming MCP Server
Provides real-time screen capture streaming in base64 format via WebSocket connections, enabling Claude to view and analyze user screens through natural language requests.
baseball-mcp
Enables access to MLB Stats API data including game schedules, results, team information, and player lookups with fuzzy matching support through the Model Context Protocol.
Basecamp MCP Server by CData
This read-only MCP Server allows you to connect to Basecamp data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
Basecoat UI MCP Server
Provides programmatic access to 30+ Basecoat CSS (HTML port of ShadCN UI) components with usage documentation, setup scripts, and theme switching code. Enables AI assistants to help developers build accessible HTML interfaces with forms, navigation,
Basecoat UI MCP
Provides access to 77 pre-built, accessible Basecoat CSS UI components across forms, navigation, feedback, interactive, and layout categories, enabling AI assistants to retrieve HTML components and usage documentation for building user interfaces.
BasedAgents
AI agent identity and reputation registry. Ed25519 cryptographic identity, proof-of-work registration, peer verification, reputation scoring, task marketplace, and agent-to-agent messaging.
baselings-mcp
MCP server for AI agents to play Baselings, a yield-generating pet game on Base chain. Enables agents to manage workers, claim yields, and execute strategies to earn USDC, ETH, or BTC.
BaseQL MCP Server
Enables agents to query Base blockchain data using natural language by providing contract addresses, SQL templates, and direct access to Coinbase's SQL API for realtime on-chain analytics including DeFi, NFTs, and wallet activity.
baserCMS MCP Server
Model Context Protocol server implementation for operating baserCMS that enables GitHub Copilot and other agent modes to interact with baserCMS through its API.
Bash MCP Server
An MCP server that enables the execution of arbitrary bash commands and returns detailed output including stdout, stderr, and exit codes. It supports customizable working directories, execution timeouts, and environment variable configurations.
bash-vet-mcp
MCP server that vets LLM-emitted shell commands BEFORE execution — detects rm -rf nested deep in chains, package-manager glob removal (apt remove 'nvidia'), dd/mkfs filesystem destruction, chmod 777 / chown -R privilege blast, network-exfil via curl
Basic Ktor Mcp Server MCP Server
MCP server for basic ktor mcp server
Basic Math MCP Server
A simple server that provides basic mathematical operations (sum and subtraction) through the Model Context Protocol.
Basic MCP Application
A simple application demonstrating Model Context Protocol (MCP) integration with FastAPI and Streamlit, allowing users to interact with LLMs through a clean interface.
Basic MCP Server
A basic TypeScript implementation of the Model Context Protocol (MCP) server designed as a starting point for MCP development. Provides a minimal foundation for building custom MCP servers with stdio configuration for local integration with VS Code a
Basic MCP Weather Tool
A simple educational MCP server implemented in Node.js that allows users to fetch weather information for cities using the Open-Meteo API.
Basic MCP
A simple MCP server built with FastMCP for experimentation and learning purposes. Includes basic web tools like article fetching and serves as a human-readable template for building custom MCP servers.
basic-mcp
Provides a suite of deterministic tools for time calculations, math, and string manipulation that LLMs often struggle to perform accurately. It also includes utilities for secure randomness, data validation, and basic network operations like DNS look
Basicmcp 3Types Ex MCP Server
MCP server, client code <- SDK(LangChain4j) -> host(GPT4omini)
BasicOps
Bring BasicOps into your AI assistant. With MCP, your assistant can read your workspace, turn chat into structured tasks, and keep projects moving by updating owners, due dates, and status as decisions happen. BasicOps keeps humans and agents aligned
BasicSec MCP Server
Enables DNS and email security analysis through passive and active scanning capabilities. Provides comprehensive domain security checks including SPF, DMARC, DNSSEC validation, MX record analysis, and SMTP connectivity testing.
Basilisp Nrepl MCP Server
MCP server for basilisp nrepl
@alexandrebouchez/batch-mcp
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enabling agents to manage profiles, send push notifications, orchestrate campaigns, and handle data exports through typed tools.
Batchdata Real Estate MCP Server
MCP server for batchdata real estate
Batchit MCP Server
MCP server for batchit
battlecard
Competitive intelligence MCP server for sales teams. Get battle cards, objection handlers, pricing comparisons, pre-call briefings, and AI sales simulations for any company vs any competitor. 11 tools with a free tier.
bawbel-mcp
Bawbel MCP Server lets any agent scan MCP servers and skill files for security vulnerabilities mid-conversation. Seven tools covering server-card scanning, conformance scoring, rug pull detection, and AVE threat intelligence queries. Powered by the A
Bay Street MCP
A Model Context Protocol server that lets Claude (and any MCP client) cite actual Canadian financial-services regulations: OSFI, PIPEDA, FINTRAC, Quebec Law 25.
Bay Wheels MCP Server
Provides access to Bay Wheels realtime bikeshare data, enabling users to find nearest available bikes (standard or ebike) and docking stations with available spaces in the San Francisco Bay Area.
Bayarcash MCP Server
Enables AI-powered payment management for Bayarcash, allowing users to create payment links, check transaction status, and manage Malaysian payment methods (FPX, DuitNow, e-wallets) through natural language.
Bayesian MCP
A Model Calling Protocol server that enables LLMs to perform rigorous Bayesian analysis and probabilistic reasoning, including inference, model comparison, and predictive modeling with uncertainty quantification.
Bazel MCP Server
A local MCP server that exposes Bazel build system functionality to AI agents, allowing them to build, test, query, and manage Bazel projects through natural language even in environments where Bazel can't be directly accessed.
Bazi Astrology MCP Server
MCP server for bazi astrology
Bazi (Eight Characters) Calculation MCP Server
Provides professional Chinese astrology calculations including Four Pillars, Five Elements, zodiac signs, and lunar calendar details. It allows users to perform accurate Bazi analysis with global timezone support directly within MCP-compatible client
BaZi (Eight Characters) Calculator
Calculates Chinese BaZi (Four Pillars of Destiny) charts based on birth date, time, and location, including solar term information, decade luck cycles, and true solar time corrections.
bazi
Bazi MCP is an AI based Bazi calculator that provides accurate Bazi chart data for personality analysis and destiny prediction.
bbkt
🏎️ ☁️ 🍎 🪟 🐧 - Bitbucket Cloud CLI and MCP server. Manages workspaces, repos, PRs, pipelines, issues, and source code. To
bbonnin/openapi-to-mcp
☕ 🏠 🍎 🪟 🐧 - MCP server that automatically converts any OpenAPI/Swagger specification into a set of usable MCP tools. Unlike manual tool definition, this approach auto-generates tools directly from the Swagger spec, ensuring consistency, reducing main
BBOT MCP Server
Enables users to run and manage BBOT security scans through the MCP interface. Provides comprehensive tools for executing reconnaissance scans, monitoring progress, and retrieving results with support for concurrent scanning operations.
bbox-mcp-server
The geospatial toolkit for AI agents. 6 tools, zero config — give any LLM the ability to parse, convert, query, and aggregate spatial data out of the box. Or just make a bounding box :) Every response includes a verification link to vibhorsingh.com/b
BBQ MCP Server
Provides BBQ cooking guidance with live ThermoWorks Cloud integration for real-time temperature monitoring, stall detection, cook time estimation, and expert recommendations for 20+ proteins across various cooking methods.
BC Calculator MCP Server
Provides arbitrary precision arithmetic operations and advanced mathematical computations through the Unix bc calculator, supporting complex expressions, mathematical functions, and multi-line scripts with configurable precision.
BC Data Catalogue API MCP Server
An MCP Server that enables interaction with the British Columbia Data Catalogue API, allowing users to access and manage data catalogue resources through natural language commands.
BCB MCP
MCP server for the Brazilian Central Bank (BCB/SGS) public API, providing access to 18,000+ economic time series. Includes a curated catalog of 150+ popular indicators organized in 12 categories: interest rates (Selic), inflation (IPCA, IGP-M, INPC),
BCB Payment Methods MCP Server
Enables access to Brazil's Central Bank (BCB) Open Data API for payment methods, allowing queries about PIX, card transactions, ATM terminals, interchange rates, and other payment statistics through natural language.
BCH MCP Server
A comprehensive Bitcoin Cash (BCH) MCP server that enables wallet management, transaction utilities, and full CashToken operations including genesis, minting, and burning. It also provides advanced features such as escrow contracts, smart contract do
Bci Mcp Brain Computer Interface MCP Server
MCP server for bci mcp brain computer interface
BCI-MCP Server
A framework that integrates Brain-Computer Interface technology with the Model Context Protocol to enable real-time neural signal processing and AI-powered interactions for healthcare, accessibility, and research applications.
BCRP-MCP
Model Context Protocol server that provides access to economic and financial time series data from Peru's Central Reserve Bank, enabling AI agents to search, explore, and analyze Peru's economic indicators through a standardized interface.
bd-skill
An MCP server that provides Claude Code with access to Black Duck SCA for managing vulnerabilities, licenses, and policy violations through natural language. It enables users to query component risks and execute Black Duck Detect scans directly withi
Beagle Security MCP Server
Enables integration with Beagle Security API for managing security testing projects, applications, domain verification, and automated penetration tests. Provides 18 tools for creating, monitoring, and retrieving results from security assessments.
beancount-mcp
MCP Server to query from your Beancount ledger, or submit transaction.
Bear App MCP Server
A Model Context Protocol server that integrates with Bear App, enabling AI assistants to create, search, modify, and organize notes and tags through X-callback-URL scheme.
Bear Notes MCP Server with RAG
Connects Bear Notes to AI assistants using semantic search and RAG (Retrieval-Augmented Generation), allowing AI systems to access and understand your personal knowledge base through meaningful search rather than just keyword matching.
Bear Notes MCP Server
A Model Context Protocol server that provides Claude with access to search, retrieve, and analyze notes from the Bear App through natural language queries.
Bear MCP Server
Bear Notes MCP server — search, read, create, and browse Bear notes by tag. Built with Bun + @modelcontextprotocol/sdk
Beatport MCP Server
A Model Context Protocol (MCP) server that provides access to the Beatport Developer API, allowing Claude to interact with music data from Beatport's electronic music catalog.
Beatscode Mcp Sdk MCP Server
Shared auth/observability SDK for BeatSCode MCP servers (JWT validation via JWKS, scope enforcement, metadata helpers)
Beckn Mobility MCP Server
Enables AI agents to search for cabs, view prices, and book rides through the open Beckn Protocol by connecting to Beckn-compliant mobility providers like Namma Yatri and ONDC.
Bedrock MCP Agent
A web application that enables users to interact with AWS Bedrock language models through a modern interface with support for multiple models like Claude 3, Titan, and Llama 2.
Bedrock Prompts MCP Server
Enables management and invocation of AWS Bedrock managed prompts with support for variable substitution, streaming responses, batch processing, and multiple AI models including Claude, Titan, Llama, and Mistral.
Bedrock Server Manager MCP Server
Enables natural language management of Minecraft Bedrock Edition servers through AI assistants. Supports server lifecycle operations, player/world management, backups, add-ons, and automated tasks via the Bedrock Server Manager API.
BeeBoo MCP Server
Enables AI agents to interact with BeeBoo's human-in-the-loop infrastructure for managing knowledge bases, requesting human approvals, and tracking work requests. It provides tools for semantic search, authorization workflows, and task creation acros
Beehiiv Analytics MCP Server
Provides read-only access to Beehiiv newsletter analytics data including publications, posts, and audience segments. Enables users to retrieve detailed analytics and statistics for their Beehiiv newsletters through natural language queries.
Beehiiv MCP Server
A Model Context Protocol server that enables Large Language Models (like Claude) to interact with Beehiiv publications and posts through standardized tools and the Beehiiv API v2.
Beep Boop MCP
A Model Context Protocol (MCP) server for coordinating work between multiple AI agents in monorepos and shared codebases using a simple file-based signaling system or Discord thread chat.
Beep MCP Server
Enables AI assistants to interact with the Beep platform to manage bounties, assets, and payments. It supports operations for starting and stopping streaming sessions, verifying transactions, and issuing payments on the Beep network.
Beep Music Arduino MCP Server
Simple Arduino Beep Music Control using MCP
Beeper MCP Note Server
A simple MCP server for creating and managing notes with support for summarization functionality.
Beeper MCP Server
Provides read-only access to local Beeper message history on macOS, enabling users to search conversations, read messages, and list recent chats through natural language queries. Supports both SQLite and IndexedDB storage formats with privacy-focused
Begagnad MCP
Enables AI agents to search and retrieve listings from Sweden's largest second-hand marketplaces, Blocket and Tradera. Returns unified data including prices, images, seller information, and direct links to listings.
Beijing Time MCP Server
Enables users to query and retrieve the current Beijing time in multiple formats including standard, ISO 8601, and Chinese formats. Provides timezone information and Unix timestamps for time-related operations.
being-mcp-server
MCP server for Being — a Personality Runtime that gives AI agents persistent memory, personality, and relationships. Enables any MCP-compatible client (Claude, OpenClaw, Cursor, etc.) to connect with a Being that remembers, grows, and maintains its o
BeLikeNative Grammar Server
L1-aware grammar, style, translation & tone tools with 70 local rules. Zero API keys needed.
Bellink MCP Server
Connects AI assistants to over 30 business tools like Gmail, Slack, and Airtable through a single unified interface. It enables users to perform actions across multiple platforms using natural language without managing individual API integrations.
BelugaMCP
Unified SAP MCP server combining SAP documentation search, ABAP linting, and BTP service exploration into a single extensible ecosystem for AI assistants.
Bench
USB hardware discovery, device identification, serial communication, and diagnostics for makers and hardware engineers.
BenchClaw MCP Server
📇 ☁️ - Register LLMs/agents and submit research papers (Markdown
Benchlytix Sdks MCP Server
Official BenchLytix SDKs and MCP server (TypeScript, Python, MCP). MIT licensed.
Benchmark MCP Server
An industry benchmarking tool that enables users to compare company metrics like revenue and profit against industry averages using interactive visual charts. It supports both Claude and ChatGPT across multiple transport protocols including SSE and S
Benefits Agent MCP Server
Enables healthcare benefits management by providing member eligibility verification, coverage details for medical/dental/vision/pharmacy services, and service coverage verification through natural language queries.
Berghain Events MCP Server
A server that allows AI agents to query and retrieve information about upcoming events at Berghain nightclub through a DynamoDB-backed FastAPI service.
Berlin Open Data MCP Server
Enables interaction with Berlin's open data catalog through tools for full-text search, metadata retrieval, and dataset analysis. It provides access to over 2,500 datasets across categories like transport, health, and education using the Model Contex
Berlin-Search-Service
A model context protocol server that provides Berlin administrative service data, allowing AI assistants to search and retrieve over 1000 public service information provided by Berlin authorities.
Berlin Transport MCP Server
Provides access to Berlin's public transport data through the VBB API, enabling users to search stops, get departures, and plan journeys across Berlin-Brandenburg.
Berlin Transport MCP Server
MCP server for berlin transport
Bernerspace
A unified MCP server that provides OAuth-enabled integrations for multiple services through a single deployment. Currently supports Slack with 47 tools, with plans to expand to Gmail, Google Calendar, Notion, and 100+ other integrations.
Berry MCP Server
A universal framework for creating and deploying custom Model Context Protocol (MCP) tool servers with decorator-based tool registration, supporting multiple transports and automatic JSON schema generation for AI assistants.
BerryRAG
A local vector database RAG system that integrates with Playwright MCP for web scraping, enabling users to build searchable knowledge bases from web content with multiple embedding providers and Claude-optimized context formatting.
Berth
Database management — connect, query, describe schemas, run migrations, and monitor active queries across PostgreSQL, MySQL, and SQLite.
Best Practices MCP Server
Provides Python and FastAPI coding best practices with searchable guidelines, code review capabilities, and actionable improvement suggestions with examples across general coding, performance, and code quality categories.
Beszel MCP Server
Enables interaction with Beszel system monitoring tool to query system and container statistics, manage alerts, and monitor infrastructure through its PocketBase backend.
bet-mcp
Football bets mcp
Betaflight MCP Server
Enables natural language interaction with Betaflight FPV drone flight controllers for configuration, PID tuning, sensor monitoring, VTX control, and blackbox management through Claude AI.
Better Fetch
A Model Context Protocol server that intelligently fetches and processes web content, transforming websites and documentation into clean, structured markdown with nested URL crawling capabilities.
better-gemini-mcp
A proxy that lets Claude, Cursor, and other MCP clients utilize Gemini's generous free tier for deep codebase analysis without burning the main coding agent's quota.
Better Google Search Console
Downloads your entire Search Console dataset into a local SQLite database, then gives your LLM a pre-built SQL query library for every standard SEO analysis type, with context available for your LLM to perform any SQL query to answer your questions a
Better Playwright MCP
A client-server browser automation solution that reduces HTML token usage by up to 90% through semantic snapshots, enabling complex web interactions without exhausting AI context windows.
Better Qdrant MCP Server
A Model Context Protocol server that enables semantic search capabilities by providing tools to manage Qdrant vector database collections, process and embed documents using various embedding services, and perform semantic searches across vector embed
Better Telegram MCP
Production-grade MCP server for Telegram with dual-mode Bot API and MTProto. 6 composite tools covering messages, chats, media, contacts management with 3-tier token optimization.
Better Writer MCP
Generates natural, fluent Chinese content that reads like human writing using the Qwen3-Next-80B-A3B model. Supports web search for latest information and direct file saving with customizable writing rules.
@qelos/better-mcp
A stdio MCP proxy that connects to one or more upstream MCP servers and exposes their tools, resources, and prompts through a single endpoint with a configurable middleware pipeline.
BetterDB MCP
📇 ☁️ 🏠 - Valkey-first observability with Redis compatibility. Query real-time metrics, analyze slow comman
Betterfans MCP Server
MCP server for the BetterFans Link SDK — the OnlyFans API. Gives AI coding assistants access to OnlyFans API documentation, guides, and code examples.
betterhyq/mermaid-grammer-inspector-mcp
📇 🏠 🍎 🪟 🐧 - A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities
BetterMCPFileServer
A redesigned Model Context Protocol server that enables AI models to access filesystems through privacy-preserving path aliases with an optimized 6-function API interface.
BetterTouchTool MCP Server
Enables AI assistants to control and interact with BetterTouchTool on macOS, allowing users to query configurations, execute triggers and actions, manage variables and widgets, control presets, and access clipboard contents through natural language.
bexio-mcp-server
Complete Swiss accounting integration for Bexio via MCP. Works with Claude Desktop, n8n, and any MCP client. 221 tools for invoices, contacts, projects & more. Created by Lukas Hertig.
Beyond MCP Server
An extensible Model Context Protocol server that provides standardized access to social platform data (currently Farcaster) and onchain data for LLMs.
BFL MCP Server
An MCP server that enables generating and editing high-quality images with natural language using Black Forest Labs' FLUX.1 Kontext Pro model.
bhe_mcp
Connects LLMs to BloodHound Enterprise for natural language attack path analysis, Cypher queries, and exploration of Active Directory, Azure/Entra ID, and OpenGraph environments.
bhe_mcp
Connects LLMs to BloodHound Enterprise for natural language attack path analysis, Cypher queries, and exploration of Active Directory, Azure/Entra ID, and OpenGraph environments.
Bheem Mcp Sdk MCP Server
MCP Server SDK & starter template for building custom tools on Bheem Platform
Bhived
Shared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.
bhs-mcp
An MCP server for Blackhearts & Sparrows product data that enables searching products, retrieving details, listing stores, and managing carts via a sandboxed TypeScript execution environment.
Bi-Temporal Knowledge Graph MCP Server
Gives AI agents persistent memory with bi-temporal tracking, automatically extracting entities from natural language and enabling time-travel queries to understand facts as they existed at any point in history.
Bias Detection MCP
AI bias detection and fairness assessment for AI agents. Instant bias risk scan, demographic ana...
Bible API MCP Server
A remote MCP server template for deployment on Cloudflare Workers without authentication. Provides a foundation for building custom MCP tools that can be accessed from Claude Desktop or Cloudflare AI Playground.
Bible Korean MCP Server
Enables access to Korean Bible translations from bskorea.or.kr, allowing users to retrieve chapters, verses, search for keywords, and compare translations across different Korean Bible versions.
Bible MCP Server
Enables AI assistants to retrieve Bible passages from multiple translations (ESV, NIV, KJV, NASB, NKJV, NLT, AMP, MSG). Supports querying single or multiple passages and provides both MCP protocol integration and REST API endpoints.
Bible MCP
Enables local-first semantic search and retrieval of Korean Bible verses using FAISS embeddings and full-text indexes. Supports exploration of biblical entities including people, places, and events with Korean-to-English query handling.
bible-mcp
Enables AI assistants to look up Bible verses, search across translations, and compare different versions locally without API keys.
biblebridge-mcp
Provides structured access to Scripture through the BibleBridge API, enabling semantic search, contextual verse retrieval, and cross-reference analysis. It supports natural language reference normalization and comparative theological exploration acro
Bibliomantic MCP Server
Integrates I Ching divination with AI responses, allowing users to receive guidance through traditional Chinese philosophy using the bibliomantic approach described in Philip K. Dick's work.
Biblioteca Digital MCP
A Model Context Protocol server that implements an interactive digital library with functionality to manage books, search titles, and generate literary reviews.
Biblioth Que Nationale De France Gallica MCP Server
MCP server for biblioth que nationale de france gallica
Bicameral MCP
A provenance-aware decision ledger that maps meeting transcripts and PRDs to code symbols to track implementation and drift. It enables developers to maintain institutional memory by linking historical context and architectural decisions directly to
bichon-mcp
MCP server that enables AI agents to search and read locally-archived emails via the Bichon email archiver API, without exposing Gmail or IMAP credentials.
BICScan MCP Server
Provides blockchain address risk scoring and asset information through the BICScan API, allowing users to assess risks for crypto addresses, domains, and dApps on a scale of 0-100.
Scope (AEC) - Preview
Insurance claims-side vendor procurement (IMEs, IA, surveillance). Preview - V2 launches Q3 2026.
Bidding MCP Server
Provides comprehensive access to Chinese bidding and tendering data, enabling users to search for companies, analyze bidding statistics, query tender announcements, and discover project opportunities for market analysis and business development.
Biel AI
📇 ☁️ - Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.
Big Brain MCP
An MCP server that retrieves statistics from top protocols in the Mantle Network to help users make more informed investment decisions.
Big Indexer
Big Indexer provides architecture-aware context (boundaries, seams, impact scope, and BGI-TWIN tools).
BIG-IP MCP Server
Enables management of F5 BIG-IP load balancers through secure authentication and configuration queries. Supports multiple devices with token caching, allowing users to list virtual servers and device configurations through natural language.
BigBugAI MCP Server
Enables access to BigBugAI cryptocurrency tools for getting trending tokens and performing token analysis by contract address. Provides production-ready API access with rate limiting and authentication for crypto market intelligence.
BigCommerce API MCP Server
Enables AI assistants to interact with BigCommerce stores through comprehensive REST API integration. Provides tools for managing products, customers, and orders with advanced filtering and relationship tracking capabilities.
BigCommerce MCP Server by CData
This read-only MCP Server allows you to connect to BigCommerce data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
BigContext MCP
Enables working with large documents of any size by intelligently segmenting them and using TF-IDF search to retrieve only relevant fragments, preventing context window saturation. Provides 31 domain-agnostic tools for document ingestion, semantic an
Bigeye MCP Server
Enables interaction with the Bigeye Data Observability platform to query data quality issues, analyze data lineage and dependencies, track AI agent data access patterns, and perform root cause analysis for data issues.
BigGo MCP Server
A Model Context Protocol server enabling product searches across e-commerce platforms, price history tracking, and product specification-based searches using natural language prompts.
BigQuery Analysis MCP Server
A server that enables executing and validating SQL queries against Google BigQuery with safety features that prevent data modifications and excessive processing.
BigQuery Austin Bikeshare MCP Server
Provides a semantic layer for querying and analyzing BigQuery's Austin Bikeshare public dataset with structured dimensions and measures through a simplified interface.
BigQuery FinOps MCP Server
Enables cost optimization and financial operations for Google BigQuery through natural language interactions. Provides insights into BigQuery spending, usage patterns, and cost management recommendations.
Bigquery Read Only Mcp Server MCP Server
Open-source MCP server connecting AI agents to enterprise data — with hard guardrails, predictable costs, and security first.
BigQuery Validator
Enables validation and dry-run analysis of BigQuery SQL queries without execution. Provides cost estimates, schema previews, and syntax validation for BigQuery queries.
bigread-mcp
Calculates optimal chunk offsets for large files to bypass Claude Code's 50K character truncation limit while maintaining native Read/Edit/Write compatibility. It allows the AI to seamlessly re-read files in correctly-sized pieces by providing a spec
Bilibili API MCP Server
Enables interaction with Bilibili (哔哩哔哩) through its API, supporting video search and recommendations, user search, dynamic feeds, video collections, and danmaku retrieval through natural language.
Bilibili-Api
A Model Context Protocol (MCP) server that provides services for the bilibili.com API, supporting functions such as obtaining user information and video search.
Bilibili Comments MCP
Enables retrieval of comments from Bilibili videos and dynamic posts with support for pagination, sorting, and nested replies in both Markdown and JSON formats.
Bilibili MCP (Playwright)
An MCP server that utilizes Playwright to automate Bilibili video uploads, including automated metadata entry for titles, tags, and descriptions. It features QR code login and cookie persistence to enable seamless interaction with the Bilibili creato
Bilibili Mcp Server Unofficial(video Subtitles And Comments)
✨ 为你的 AI 助手装上 B 站的眼睛：一键提取视频字幕与热门评论，助力高效信息总结 🚀 ✨ Equip your AI assistant with 'Bilibili Eyes': One-click extraction of video subtitles and popular comments for efficient information summarization 🚀
Bilibili MCP
Enables searching for Bilibili videos through a standardized MCP interface, returning video information including title, author, view count, and duration with pagination support.
Bilibili Search MCP Server
MCP server for bilibili search
Bilibili Video Info MCP
Enables the retrieval of subtitles, danmaku (bullet comments), and video comments from Bilibili using standard or short video URLs. It supports multiple transport methods and requires Bilibili authentication via SESSDATA.
BiliMind-MCP
An MCP server that generates structured notes from Bilibili videos by automatically downloading audio, transcribing with Whisper, and processing through LLM.
Bill4Time MCP Server
MCP server for Bill4Time — API coverage for legal billing and time tracking.
Billbeemcpserver MCP Server
A C# MCP server that exposes the Billbee REST API as MCP tools for use with Claude Desktop, VS Code Copilot, Cursor, and other MCP-compatible AI assistants.
Billionbot Copilot MCP Server
BillionBot Copilot is powered by the GitHub Copilot SDK, accessible via Telegram. Supports multiple named agents (personas), persistent long-term memory, auto model routing, browser automation, agent skills, and MCP server integration.
Bin Lookup Checker API MCP Server
Enables bank identification number (BIN) lookups via the Bin Lookup Checker API. It allows users to retrieve information about card issuers, card types, and brands using a specific BIN.
Binal Digital Twin MCP Server
Enables users to search and interact with Binal's professional knowledge base through Claude Desktop using RAG technology. Users can ask natural language questions about Binal's technical skills, education, projects, and experience.
Binalyze AIR MCP Server
A Node.js server implementing Model Context Protocol (MCP) that enables natural language interaction with Binalyze AIR's digital forensics and incident response capabilities.
binance-alpha-mcp
🐍 ☁️ - An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.
binance-announcements-mcp
An MCP server that streams the latest Binance announcements to your AI agents in real time, enabling instant analysis and action on market-moving updates.
Binance Bitcoin MCP Tool
Provides an MCP server that allows large language models to access real-time and historical Bitcoin market data from Binance, including current prices, order book data, recent trades, and price history through a standardized interface.
Binance Cryptocurrency MCP
MCP service that provides real-time access to Binance cryptocurrency market data, allowing AI agents to fetch current prices, order books, candlestick charts, and trading statistics through natural language queries.
Binance Futures MCP Server
Provides comprehensive access to Binance Futures API endpoints for account management, real-time market data retrieval, and order execution. It supports 17 essential trading tools including position tracking, smart ticker caching, and risk management
binance-futures-mcp
Comprehensive Binance Futures trading MCP server with 41 professional trading tools across account management, order execution, market data, and risk management. Features smart ticker caching, secure authentication, and Docker support for seamless in
Binance Mcp MCP Server
🔶 Enable AI assistants to trade, manage, and analyze cryptocurrency on Binance with this comprehensive Model Context Protocol server.
Binance TypeScript MCP
Provides a tool to fetch real-time cryptocurrency prices from the Binance API and logs server activity to file resources. It allows users to query crypto symbols and monitor MCP interactions through natural language interfaces.
Binance.US MCP Server
Provides programmatic access to the Binance.US cryptocurrency exchange, enabling users to manage spot trading, wallet operations, and market data via natural language. It supports a wide range of features including order management, staking, sub-acco
binance-mcp
MCP server for binance
Binary Ninja Cline MCP Server
An MCP server that enables Cline to analyze binaries using Binary Ninja with a Personal License through a bridge implementation.
Binary Ninja MCP Server
A Model Context Protocol server that enables Large Language Models to interact with Binary Ninja for reverse engineering tasks like viewing assembly code, decompiled code, renaming functions, and adding comments.
Binary Reader MCP
A Model Context Protocol server for reading and analyzing binary files, with initial support for Unreal Engine asset files (.uasset).
BinAssistMCP
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Language Models through 40+ analysis tools. Provides comprehensive binary analysis capabilities including decompilation, symbol management, type analysis, and documentation g
BinDiff MCP Tool
Enables binary comparison capabilities by leveraging IDA Pro and BinDiff to analyze similarities and differences between files. Users can perform automated function analysis to identify changed functions and compare original binaries against patched
Bing Ads MCP Server by CData
This read-only MCP Server allows you to connect to Bing Ads data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
Bing CN MCP Enhanced
An MCP server optimized for Chinese users that enables AI models to perform Bing searches and fetch webpage content without requiring an API key. It provides specialized tools for searching and scraping web data directly through supported AI environm
Bing Flights MCP Server
Enables flight search and price comparison by scraping flight information from Bing Flights. Supports one-way and round-trip searches with customizable passenger counts, cabin classes, and booking details.
Bing Search MCP Server
MCP server for bing search
Bing Webmaster Tools MCP Server
A Model Context Protocol server that enables AI assistants like Claude to interact with Bing Webmaster Tools API, allowing users to manage sites, submit URLs for indexing, analyze traffic, and access other webmaster tools through natural language.
Bing Webmaster Tools MCP Server
MCP server for bing webmaster tools
mcp-server-bing-webmaster
** - MCP server for Bing Webmaster Tools API integration providing access to search analytics, site management, URL submission, and SEO insights
bingcn
A Chinese Bing search tool based on MCP protocol, which supports calling through AI tools such as Claude, and can obtain webpage content without API keys.
BinjaLattice MCP
BinjaLattice provides a secure interface for Binary Ninja that enables AI agents to perform binary analysis and database modifications via the Model Context Protocol. It allows for the extraction of pseudocode, disassembly, and metadata while support
Binspire MCP
Connects LLMs to the Binspire API to build autonomous AI-driven waste management agents with standardized tools and contextual data for waste management operations.
Lnk.Bio Official MCP
Manage your Lnk.Bio page through AI: links, pages, themes, social icons, and more.
Bio-MCP BLAST
Enables AI assistants to perform NCBI BLAST sequence similarity searches through natural language, supporting nucleotide and protein searches, custom database creation, and multiple output formats.
bio-mcp-evo2
An MCP server that enables AI assistants to generate, score, and analyze DNA sequences using the evo2 genomic foundation model. It supports multiple execution modes including local GPU, SLURM clusters, and the Nvidia NIM cloud API for tasks like vari
Bio-MCP FastQC Server
Enables AI assistants to perform quality control analysis on high-throughput sequencing data using FastQC and MultiQC. It supports single-file and batch processing of FASTQ/FASTA files and generates comprehensive, interactive summary reports.
Bio-OS MCP Server
Enables workflow management and Docker image building for Bio-OS platform. Supports WDL workflow submission, validation, and monitoring, along with Docker image building and status tracking for bioinformatics workflows.
BioBTree
A unified biomedical graph database that integrates 50+ primary data sources — genes, proteins, compounds, diseases, pathways, and clinical data — into a single queryable graph with billions of cross-reference edges. Its native MCP server gives LLMs
Biodiversity MCP Server
MCP server for biodiversity
Biolink MCP Server
An MCP server that provides access to Monarch Initiative's biomedical data through the Biolink API, enabling agents to query biological entities, associations, and knowledge graphs using natural language.
Biomarker-Ranges
Based on the Morgan Levine PhenoAge clock model, the service calculates biological age through blood biomarkers.
Biomart MCP
A Model Context Protocol server that interfaces with Biomart databases, allowing models to discover biological datasets, explore attributes/filters, retrieve biological data, and translate between different biological identifiers.
Biomcp Python MCP Server
MCP server for biomcp python
Biomolecule Modeling MCP Server
Enables AI assistants to clean PDB structures and run initial-stage energy relaxation for biomolecular modeling. It provides a structured workflow for preparing structures before production molecular dynamics or coarse-graining pipelines.
BioOntology MCP Server
A production-ready Model Context Protocol (MCP) server that provides comprehensive access to the BioOntology API for searching, annotating, and exploring over 1,200 biological ontologies.
BioPython MCP Server
Provides comprehensive BioPython capabilities for biological sequence analysis, alignment, database access (GenBank, UniProt, PubMed), protein structure analysis, and phylogenetics through a Model Context Protocol interface for AI-assisted bioinforma
bioRxiv-MCP-Server
🔍 Enable AI assistants to search and access bioRxiv papers through a simple MCP interface. The bioRxiv MCP Server provides a bridge between AI assistants and bioRxiv's preprint repository through the Model Context Protocol (MCP). It allows AI models
Biorxiv MCP Server
MCP server for biorxiv
BIP MCP Server
Enables AI-powered natural language queries about BIT Information Portal (BIP) data by integrating with BIP APIs through session management. Uses Google Gemini to intelligently route questions to appropriate endpoints and generate contextual answers
Birding Planner
MCP server for birding trip planning with migration forecasts, hotspot analysis, and daily email briefings, integrating eBird, BirdCast, NWS, and iNaturalist data.
BirdNet-Pi MCP Server
A Python-based server that enables accessing and analyzing bird detection data through the Model Context Protocol, offering features like filtering detections, accessing audio recordings, and generating reports.
Birdnet Pi MCP Server
MCP server for birdnet pi
mcp-server-birdstats
Cross-reference your BirdNET-Pi data with eBird observations using natural language
Bitable MCP Server
Provides access to Lark Bitable through the Model Context Protocol, allowing users to interact with Bitable tables using predefined tools.
Bitable MCP Server
MCP server for bitable
bitbank-api MCP Server
Exposes the bitbank-api TypeScript SDK source code and documentation to AI assistants via the Model Context Protocol. It enables assistants to search, list, and read SDK files to better understand and integrate with the bitbank API.
bitbank-mcp-server
Integrates bitbank's cryptocurrency market data with Claude to provide advanced technical analysis, pattern detection, and SVG chart generation. It enables users to perform complex market evaluations using real-time pricing, volatility metrics, and f
bitbonsai/mcp-obsidian
📇 🏠 🍎 🪟 🐧 - Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude
Bitbucket Cloud MCP Server
Enables interaction with Bitbucket Cloud through 25+ tools for managing repositories, pull requests, branches, commits, issues, pipelines, and code search with OAuth 2.0 authentication.
Bitbucket MCP Server by CData
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Bitbucket (beta): https://www.cdata.com/download/download.aspx?sku=KJZK-V&type=b
Bitbucket MCP Server
Enables LLMs to interact with Bitbucket repositories, primarily focusing on retrieving and reviewing pull request context. It provides a suite of tools for repository operations, allowing users to manage pull requests and explore Bitbucket resources
mcp-server-bitbucket
🐍 ☁️ - Bitbucket MCP server with 58 tools for repository management, PRs, pipelines, branches, commits, deployments, webhooks, tags, branch restrictions, and source browsing.
Bitburner MCP Server
A bridge for the Bitburner Remote API that enables AI models to interact with the game through file management and remote method tools. It supports stdio and HTTP transports, featuring a local dashboard for monitoring connection status and events.
Bitcoin-MCP
🐍 🏠 🍎 🪟 🐧 - Self-hosted Bitcoin Core MCP server — 43 tools, 6 prompts, and 7 resources. Fee int
Bitcoin Price MCP Server
Provides Claude AI with real-time access to Bitcoin price data, including current price in USD, 24-hour change percentage, and market cap information.
Bitcoin SV MCP Server
A collection of Bitcoin SV tools for the Model Context Protocol that enables AI assistants to interact with the BSV blockchain through wallet operations, ordinals (NFTs), and various blockchain utilities.
bitcoin-utxo-mcp
An MCP server that tracks Bitcoin's Unspent Transaction Outputs (UTXO) and block statistics, giving AI agents direct access to essential on-chain data.
BitFlux MCP Server
Enables users to analyze data from BitFlux-enabled AWS EC2 instances and AWS pricing APIs to determine optimal instance types for their workloads. It provides recommendations by comparing instance usage statistics with current AWS pricing and resourc
Bitget MCP Server
The official Bitget MCP (Model Context Protocol) server. Gives AI assistants direct, real-time access to the Bitget exchange through natural language.
Bitget Wallet MCP Server
Exposes Bitget Wallet's ToB API to AI agents for querying multi-chain token data, security audits, and market statistics. It allows users to retrieve real-time prices, liquidity pool information, and generate unsigned swap transaction data across var
Bithumb MCP Server
Enables interaction with the Bithumb cryptocurrency exchange API to fetch market data, manage account balances, and execute trading operations including limit orders, market orders, and withdrawals.
Bitly MCP Server
An MCP (Model Context Protocol) server implementation that integrates Claude with Bitly, enabling natural language short url management. This server allows Claude to interact with your Bitly links using everyday language.
Bitpanda Developer API MCP Server
Enables interaction with the Bitpanda cryptocurrency exchange through their Developer API. Exposes Bitpanda trading and account management endpoints as MCP tools via a FastAPI wrapper.
Bitrefill Search and Shop
This MCP wraps Bitrefill public API to allow agents to search for products and shop using cryptocurrencies like Bitcoin, Ethereum, Solana, and many more.
Bitrise MCP Server
A server interface for Bitrise CI/CD platform that enables app management, build operations, artifact management, and release management through natural language interactions.
Bitrix24 MCP server
An integration server that enables AI agents to securely interact with Bitrix24 CRM data like contacts and deals via the Model Context Protocol. It provides standardized tools and resources for searching, retrieving, and updating CRM entities through
BitScale MCP Server
Connects your BitScale workspace to Claude, allowing you to manage grids, fetch row data, and trigger enrichment runs via natural language. It provides tools for listing grids, checking run status, and retrieving workspace details.
BitSight Community MCP Server
Enables access to BitSight security rating data through company search and rating retrieval functionality. Automatically manages BitSight subscriptions for one-time rating requests and provides structured security assessments for companies.
Bitso MCP Server
Enables interaction with the Bitso cryptocurrency exchange API to access withdrawals and fundings data. Provides comprehensive tools for listing, filtering, and retrieving withdrawal and funding transactions with proper authentication and error handl
Bitte Ai MCP Server
MCP server for bitte ai
Bitte MCP Proxy
A monorepo containing Model Control Protocol (MCP) servers for different services, primarily focused on Bitte AI integrations.
bivex/kanboard-mcp
🏎️ ☁️ 🏠 - A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automat
Biz Icecat Mcp MCP Server
Retrieve product specifications and technical details from Icecat's database
Biz Intelligence
Business intelligence toolkit that analyzes competitors, scores websites, builds customer personas, and conducts market research using real-time competitive data. 8 tools including SWOT analysis, pricing analysis, and local market intelligence.
Bizfile MCP
Provides real-time company verification and corporate intelligence by accessing global registries like UK Companies House, Singapore ACRA, and OpenCorporates. It enables AI agents to perform KYC tasks, retrieve company profiles, and conduct automated
Bizinfo MCP Server
Enables users to search and query Korean business announcements from 기업마당 (Bizinfo) using natural language. Supports both CLI and Node.js client interfaces for retrieving business opportunities by region, target audience, and keywords.
bizprint-mcp-server
Connect AI agents to physical printers. Print receipts, shipping labels, and packing slips to your existing BizPrint-connected printers from Claude and other MCP clients.
Biztoc MCP Server
An MCP server that provides access to the Biztoc API for retrieving latest business news, trending topic clusters, and source-specific stories. It enables users to search the news index from the last 14 days and track real-time news wires.
Bizverify Docs MCP Server
Docs for the BizVerify API — verify business entities against 60+ government registries via API, SDKs, or MCP server. Guides, API reference, and integration examples. Built with Astro Starlight.
Blabber-MCP
An MCP server that enables LLMs to generate spoken audio from text using OpenAI's Text-to-Speech API, supporting various voices, models, and audio formats.
Blabber MCP Server
MCP server for blabber
Black Orchid
A hot-reloadable MCP proxy server that enables users to create and manage custom Python tools through dynamic module loading. Users can build their own utilities, wrap APIs, and extend functionality by simply adding Python files to designated folders
Black-Scholes MCP Server
Enables calculation of European option prices and Greeks (like Delta, Vega, Theta) using the Black-Scholes model through a Model Context Protocol implementation.
Blackbaud FE NXT MCP Server by CData
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Blackbaud FE NXT (beta): https://www.cdata.com/download/download.aspx?sku=OZZK-V
BlackLotus MCP Server
Provides AI tools for generating project planning documents including technical design plans, phase-based task checklists, and detailed role definitions as plain text files.
blackmount-nlp-mcp
🐍 🏠 🍎 🪟 🐧 - Deterministic local text analysis: sentiment,
blacksmith-mcp
Enables interaction with Blacksmith CI analytics to query workflow runs, jobs, test results, and usage metrics. It provides detailed access to CI/CD data including job logs and billing information directly through Claude.
BlackTwist MCP
Manage Threads and Bluesky social media from AI assistants. Schedule posts, check analytics, and automate follow-up replies.
blah-mcp
BLAH - Barely Local Agent Host A new public registry that assists in ochestration of MCP servers and their tools
blakerouse/ssh-mcp
🏎️ 🏠 🍎 🪟 🐧 - MCP server exposing SSH control for Linux and Windows servers. Allows long running commands and the ability to perform commands on multiple hosts at the same time.
blastengine-mailer
A TypeScript-based MCP server that implements an email sending system, allowing Claude to send emails via the blastengine service.
Blawx MCP Server
Enables interaction with the Blawx API to discover project ontologies, ask questions using fact scenarios, and retrieve detailed, step-by-step explanations of logic-based answers. It allows agents to browse project content and drill down into model a
BlazeMeter MCP Server
Provides programmatic access to BlazeMeter's performance testing platform through MCP tools. Enables users to retrieve test runs, analyze performance data, view error reports, and manage testing resources via natural language interactions.
BlazeSQL MCP Server
A Model Context Protocol server that enables AI clients to interact with BlazeSQL's Natural Language Query API, allowing natural language queries against SQL databases.
blend-ai
An MCP server that enables AI assistants to control Blender through 108 specialized tools for 3D modeling, animation, and rendering. It provides a secure, thread-safe interface to execute validated operations in Blender using natural language command
Blender MCP Bridge
Enables remote control of Blender via the Model Context Protocol, allowing users to execute Python scripts, query scene data, and generate 3D models from images. It provides a bridge for AI clients to interact directly with Blender's internal environ
Blender MCP for Antigravity
Windows-optimized MCP server that enables control of Blender 4.0+ through 21+ tools for scene management, object manipulation, and asset downloads from PolyHaven, Sketchfab, Hyper3D, and Hunyuan3D.
Blender MCP Router
Enables LLM routing through multiple providers (OpenAI, Anthropic, xAI) via LiteLLM and provides a bridge to Blender for 3D scene management, asset integration from PolyHaven/Sketchfab, and automation workflows. Combines unified text generation with
Blender MCP Senpai
Enables AI assistants to analyze Blender 3D models for topology issues like n-gons and provide real-time improvement suggestions directly within Blender through an integrated add-on.
Blender MCP Server
Connects AI assistants to Blender for controlling 3D modeling operations through natural language, enabling creation of objects, applying textures and materials, scene management, and transformations with optimized token efficiency.
Blender MCP
An MCP server that enables AI agents to control Blender through natural language for 3D scene creation, animation, and rendering. It provides over 550 actions and direct Python execution via a bridge to a live local Blender session.
Blender Open MCP Server
MCP server for blender open
Blender MCP Server
Get detailed information about the current Blender scene
BlenderMCP
BlenderMCP integrates Claude AI with Blender via the Model Context Protocol to enable prompt-assisted 3D modeling, scene creation, and professional retopology workflows. It allows users to manipulate objects, apply materials, and execute Python scrip
blew BLE MCP
Bluetooth Low Energy (BLE) MCP server that allows AI agents to scan, connect to and communicated with BLE devices, as well as simulate BLE perhipherals.
Blind-Auditor-MCP
🐍 🏠 🍎 🪟 🐧 - A zero-cost MCP server that forces AI to self-correct generation messages using prompt injection, independent self-audition and context isolation.
BlindPay MCP Server
Enables AI assistants to interact with BlindPay's stablecoin payment infrastructure, allowing users to create receivers, process payouts and payins across multiple blockchains, manage virtual accounts and wallets, and configure payment operations thr
Bling-bag
MCP server that delivers cross-platform identity and visual styling for AI agents — one bling.json, many surfaces (Claude Code, Claude Desktop, terminal, web, Slack, Discord, IDE). Includes WOW (Weird Office Workers), a random-identity generator with
blitz-mcp
Blitz-mcp gives AI agents full control over iOS/macOS development — boot simulators, interacts with physical iPhones, browse databases, trigger builds, and submit apps to App Store Connect via 30+ MCP tools.
BlobGuard MCP
A lightweight, multi-tenant blob storage and diff server that helps LLM coding agents manage large code edits while reducing hallucinations and maintaining work integrity.
Block MCP Server
Enables AI agents to interact with multiple blockchain networks to check wallet balances, gas prices, and transaction history on the Frax network. It also includes tools for real-time cryptocurrency conversion and sending automated notifications via
blockbeats-mcp
🐍 ☁️ - An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
BlockbenchMCP
Connects Claude AI to Blockbench through Model Context Protocol, enabling AI-assisted 3D modeling, texture creation, and block model manipulation with real-time command execution and feedback.
Blockchain AI MCP
Blockchain AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
Blockchain MCP Server
A Model Context Protocol server providing Ethereum blockchain tools, including vanity address generation and Cast command functionality for interacting with Ethereum networks through natural language.
Blockchain Payment MCP Server
Enables blockchain payment operations across multiple networks including Base, Ethereum, BSC, Polygon, and Avalanche. Supports balance queries, token transfers, transaction tracking, wallet management, and gas fee estimation with built-in security li
Blockchain Verification MCP
Blockchain Verification - MCP server providing AI-powered tools and automation by MEOK AI Labs
blocknative-mcp
🐍 ☁️ - Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.
BlockRunAI/x-grow
📇 ☁️ - X/Twitter algorithm optimizer with post drafting, review scoring, and AI image generation for maximum engagement.
Blockscout MCP Server
MCP server for blockscout
Blocksworld Simulation MCP Server
Enables LLMs to interact with the Blocksworld Simulation to perform block manipulation actions, query real-time state, and verify multi-step plans. It bridges the Model Context Protocol with the simulation's REST API for AI planning research and agen
Blog Publisher MCP Server
MCP server for blog publisher
Blog RSS MCP Server
Enables interaction with blog RSS/Atom feeds to list posts, fetch content, get recent posts, retrieve blog metadata, and perform full-text search across post content. Supports any blog with an RSS/Atom feed through natural language queries.
blog-writer-mcp
An AI blog automation server that uses a 'Creative DNA' system to generate personalized content based on a user's favorite authors and themes. It manages the entire workflow from trend collection and SEO optimization to automated publishing on Google
Blog MCP Server
A dummy MCP server for testing purposes, built by .NET SDK
blogburst-mcp-server
📇 ☁️ - AI content generation, repurposing, and multi-platform publishing with [BlogBurst](https://blogburst.ai). Generate blogs, repurpose content for 9+ platforms (Twitter, LinkedIn, Reddit, Bluesky, Threads, Telegram, Discord, TikTok, YouTube), get
Blogger MCP Server
Enables AI assistants to interact with the Google Blogger API v3 to manage blog posts and metadata. It supports the full post lifecycle including creating, updating, publishing, and deleting content through natural language.
blogger-mcp
A custom MCP server for interacting with Google Blogger blogs. It provides tools to list, create, edit, delete, and publish blog posts through Claude Code or Claude Desktop.
BloodyAD MCP
Enables Active Directory enumeration and abuse operations through the bloodyAD tool. Supports LDAP queries, user/group management, DNS operations, and security testing directly from AI assistants.
Bloom Growth MCP Server
MCP server for bloom growth
Bloomberg MCP Server
A FastMCP-based server that provides access to Bloomberg market data through simple API calls, allowing users to search securities, retrieve current and historical market data, and access bulk financial information.
Bloomfilter
Service that lets AI Agents search, register, and configure domains
Bloomy MCP
A Model Context Protocol server that connects AI assistants to Bloom Growth's GraphQL API, enabling them to query data and execute operations against the Bloom Growth platform.
BLOT Nado MCP Server
Enables perpetuals trading on the Nado DEX via the Ink chain, featuring multi-wallet management and market data access. It supports automated strategies like pair trading and basis farming while earning DRIP rewards for all trades.
BLS (Bureau of Labor Statistics) MCP Server
Provides access to U.S. labor market data including employment statistics, Consumer Price Index inflation rates, and wage information. Users can query specific time series data or use shortcuts for common economic indicators like unemployment and ind
BLS MCP Server
Enables access to Bureau of Labor Statistics (BLS) economic data including Consumer Price Index, employment statistics, and other labor market indicators. Supports fetching data series, listing available datasets, and retrieving metadata through natu
BLS MCP
Enables users to query U.S. labor statistics, including employment, CPI, and wages, directly from the Bureau of Labor Statistics Public Data API. It provides tools to retrieve real-time economic time series data, browse popular series, and access sur
BLT-MCP
Provides AI agents with structured access to the OWASP Bug Logging Tool (BLT) ecosystem for logging bugs, triaging issues, and managing security workflows. It enables actions like submitting vulnerabilities, tracking contributor leaderboards, and awa
Blue Archive MCP Server
Provides comprehensive access to Blue Archive game data including students, equipment, stages, and multimedia content via the SchaleDB API. It enables AI assistants to perform advanced searches and retrieve detailed game information in English, Japan
Blue Perfumery MCP Server
A Model Context Protocol server that provides AI assistants with access to Blue Perfumery's perfume collection data, enabling users to search, compare, and purchase fragrances through natural language interactions.
Blue Perfumery MCP Server
MCP server for blue perfumery
bluebubbles-mcp
Enables interaction with iMessage through a BlueBubbles server, allowing users to read, search, and send messages directly from MCP clients. It supports comprehensive chat management features including reactions, group chat moderation, message schedu
bluemouse
BlueMouse is the 'Prefrontal Cortex' for LLMs. It uses a 180k+ failure pattern database to validate code logic before execution, acting as a rigorous Quality Gate to prevent hallucinations and unsafe operations.
bluente-translate
Translate your documents with formatting intact in 2 minutes
Blueprint MCP
Generates architecture diagrams, flowcharts, and sequence diagrams to visualize codebases, system architectures, and technical workflows using Nano Banana Pro. Integrates with Arcade's ecosystem to pull data from various sources and transform them in
Bluesky Context Server
A simple MCP server that can enable MCP clients to query Bluesky instances.
Bluesky Social MCP
🐍 🏠 - An MCP server for interacting with Bluesky via the atproto client.
BluestoneApps MCP Remote Server
Implements the Model Context Protocol (MCP) over HTTP to provide remote access to BluestoneApps coding standards and React Native code examples.
Bluetooth MCP Server
A ModelContextProtocol server that enables Claude AI to detect and scan nearby Bluetooth devices, providing Bluetooth sensing capabilities to Claude through a compatible MCP interface.
bluzername/lennys-quotes
📇 🏠 - Query 269 episodes of Lenny's Podcast for product management wisdom. Search 51,000+ transcript segments with YouTube timestamps. Perfect for PRDs, strategy, and PM career advice.
blvd-mcp
An MCP server for Boulevard salon and spa operations that monitors shift utilization and manages calendar blocks. It enables users to interact with staff, appointments, and services through natural language via the Boulevard API.
BMAD Agent FastMCP Service
A professional AI agent system that provides 10+ specialized agents and 25+ MCP tools to support development workflows in Cursor IDE, with dual LLM mode support (built-in and DeepSeek API).
BMAD MCP Server
Provides intelligent agent routing with 5 specialized AI agents (analyst, architect, dev, pm, qa) through OpenRouter integration. Enables unified project structure across all IDEs with global registry management and automated BMAD methodology workflo
BMAD-MCP
Orchestrates complete agile development workflows from product requirements to QA testing through role-based stages (PO → Architect → SM → Dev → Review → QA). Manages workflow state, generates role-specific prompts, and saves artifacts while integrat
BMKG MCP Server
An unofficial MCP server that provides access to Indonesia's BMKG data, including real-time earthquake reports, village-level weather forecasts, and extreme weather alerts. It enables users to search for location codes and retrieve detailed meteorolo
bmlt-mcp-server
Connects MCP-compatible AI clients to BMLT root servers, enabling natural language queries for NA meeting data including search by location, day, format, and more.
BNB Chain MCP Server
A comprehensive Model Context Protocol server that enables AI agents to interact with BNB Chain, opBNB, and other EVM networks through natural language. It provides tools for DeFi trading, DEX swaps, smart contract deployment, token operations, secur
BNB Chain MCP
A comprehensive MCP server for interacting with the BNB Chain ecosystem, including BSC EVM operations, BNB Greenfield decentralized storage, and the Sperax Protocol. It enables users to manage wallets, execute token transactions, and handle storage b
bnbchain-mcp
bnbchain-mcp
BnF API Server
A Model-Client-Protocol server that enables users to search the Gallica digital library of the National Library of France and generate structured sequential research reports with formatted citations and relevant images.
Board & Stable MCP Server
MCP server for searching horse boarding facilities and trainers across the United States.
BoardGameGeek MCP Server
An MCP server that integrates with the BoardGameGeek XML API, allowing Claude to search for board games, retrieve game details, and access user collections.
Bocha Search MCP Server
MCP server for bocha search
BOD-25-01-CSA-Microsoft-Policy-MCP
This MCP server implements VariousPolicies according to CSA BOD 25-01 requirements for Microsoft 365 cloud services
bogdan01m/zapcap-mcp-server
🐍 ☁️ - MCP server for ZapCap API providing video caption and B-roll generation via natural language
boikot-xyz/boikot
🦀☁️ - Model Context Protocol Server for looking up company ethics information. Learn about the ethical and unethical actions of major companies.
Boilerplate MCP Server
A production-ready foundation for developing custom Model Context Protocol (MCP) servers in TypeScript with a complete layered architecture pattern. Includes a working IP geolocation example and comprehensive developer infrastructure to connect AI as
Boilerplate MCP
A template repository for developing Model Context Protocol (MCP) servers with devcontainer setup and curated learning resources.
BOIM WordPress Stack MCP
An MCP server providing WordPress development tools, code generation, and framework guides for Gutenberg blocks, GeneratePress themes, and WPCodebox snippets. It enables developers to generate standards-compliant code while following security and per
BoJ-server
Unified capability catalogue with formally verified cartridges, distributed community hosting, and the Teranga menu system for single gateway access to a vast rabbfe of MCP, LSP, NeSy and related servers.!
BoldSign MCP Server
Enables interaction with the BoldSign e-signature platform through its API. Supports managing documents, templates, contacts, users, and teams for electronic signature workflows.
boldsign
📇 ☁️ - Search, request, and manage e-signature contracts effortlessly with [BoldSign](https://boldsign.com/).
BolideAI MCP
A comprehensive ModelContextProtocol server that provides AI-powered tools for marketing automation, content generation, research, and project management, integrating with various AI services to streamline workflows for developers and marketers.
Bolospot MCP Server
Bolospot — the trust protocol for the agent economy. API, MCP server, SDK.
BOM-MCP
Provides access to an Electric Submersible Pump (ESP) parts and Bill of Materials database via an MCP server. It enables AI assistants to manage pump models, retrieve assembly components, and analyze BOM summaries including part weights and criticali
Boma MCP
An MCP server designed to manage meeting room reservations on the Boma platform. It allows users to check room availability, manage bookings, and access user profiles through natural language commands.
Bond MCP Server
Enables AI assistants to control Bond Bridge smart home devices including ceiling fans, motorized shades, dimmable lights, and other RF-controlled devices. Provides comprehensive device management and control capabilities through the Bond Local API.
bonk-mcp MCP Server
Implements Solana blockchain functionality for the LetsBonk launchpad, enabling users to launch and trade tokens on letsbonk.fun.
bonk-mcp
Enables interaction with the LetsBonk launchpad on Solana blockchain to launch new tokens and trade (buy/sell) existing tokens on letsbonk.fun.
Bonsai Bim Blender Ifc MCP Server
MCP server for bonsai bim blender ifc
Bonsai-mcp
A Model Context Protocol server that integrates Claude with Blender, enabling users to analyze and interact with IFC (Industry Foundation Classes) building models through natural language commands.
Book Fetch Library Genesis MCP Server
MCP server for book fetch library genesis
book-notes-mcp
A knowledge base MCP server that enables AI agents to search and reference structured business book notes stored as YAML files. It provides seven tools for accessing book information, highlights, concepts, and connections without relying on LLM APIs.
Book Recommendation MCP Server
Provides personalized book recommendations through OpenRouter and ChatGPT based on user preferences for genres, book length, and topics of interest.
Book4Time MCP Server
Enables interaction with the Book4Time API through an Azure Function-hosted server. It allows users to query product information and manage bookings using MCP-compatible clients like Claude Desktop.
Bookmark Geni MCP Server
Enables semantic search across browser bookmarks from Chrome, Firefox, Edge, Opera, and other browsers using natural language queries. Extracts and indexes bookmark content and metadata into a vector database for intelligent retrieval.
Bookmark Manager MCP
A Model Context Protocol server that provides persistent storage, categorization, and retrieval of bookmarks through AI clients like Claude. It allows users to manage web links using custom categories and includes options for local JSON storage or AW
Bookme MCP Server
mcp server for book-me app
BooksAPI-MCP
A Model Context Protocol (MCP) server implementation built with Python and FastAPI for educational purposes. Demonstrates MCP server functionality through a books API interface.
Bookstack MCP Server
BookStack MCP server with advanced features like security and throttling
Bookstore MCP Server
Enables users to manage and interact with a bookstore through natural language, supporting book searching, inventory checking, purchasing, and restocking operations. Provides seamless integration with AI assistants for complete bookstore management f
BookStore MCP
A full-featured bookstore MCP server with 6 tools for searching books, managing cart, checkout, and order history, plus 4 interactive React widgets with dark/light theme support.
Booli MCP Server
Enables AI assistants to search and analyze Swedish real estate data from Booli.se using natural language queries. Supports property searches with comprehensive filtering options and location discovery through GraphQL API integration.
Boosty MCP DeFi Platform
An enterprise-grade MCP server platform for executing real DeFi operations on Solana and EVM chains using natural language. It enables users to perform live trading, volume generation, and wallet management directly within Claude Desktop.
Bootstrap MCP Server
A minimal MCP server template with hot reload support that helps developers quickly set up and build Model Context Protocol servers with example tool implementations.
bora-mcp
MCP server for searching and extracting official announcements, decrees, and resolutions from the Argentine Official Gazette (Boletín Oficial de la República Argentina). It enables LLMs to perform real-time searches and retrieve verbatim legal text w
Boring Gemini
An autonomous AI development agent that enables full-stack coding, automated verification, RAG-powered code search, and quality assurance through MCP tools. Supports Gemini CLI, Claude Code CLI, with features like parallel verification, security scan
Bos Basic Orchestration System MCP Server
MCP server for bos basic orchestration system
BOS MCP Server
MCP server enables AI assistants to interact with BOS ERP System via REST API, providing 69 tools for business operations such as health checks, product management, orders, customers, inventory, and more.
Boss Zhipin MCP Server
Automates job searching and initial communication on the Boss Zhipin platform by parsing resumes and matching them with relevant job listings. It includes anti-bot detection features and supports automated messaging to HR representatives through vari
BossZhipin MCP Server
Enables interaction with the Boss直聘 recruitment platform to search for jobs and send automated greetings to recruiters. It features automatic QR code login and security verification using Playwright for seamless session management.
Bot 402 Discovery Oracle MCP Server
Discover live agent APIs, ranked endpoints, trust, payment telemetry, and x402 surfaces.
Bot Mailbox Mailbox MCP Server
Physical mail API for AI agents. Send letters, certified mail, postcards from code via MCP.
Meet.bot MCP
AI-native scheduling and booking: check availability, book meetings, share links.
bot-relay-mcp
MCP coordination primitive for multi-agent workflows. Lets multiple AI coding agents (Claude Code, Cursor, n8n, custom clients) discover each other and exchange messages and tasks via a shared SQLite-backed message bus.
Grimoire
Manage TTRPG campaigns: NPCs, locations, factions, quests, sessions, lore, and knowledge graphs.
BotBell MCP Server
📇 ☁️ - Send push notifications to iPhone, iPad, and Mac from AI assistants. Two-way m
botindex-mcp-server
📇 ☁️ - BotIndex + Agorion MCP server — AI signal intelligence API + agent service discove
Botmadang MCP Server
An MCP server that enables AI agents to interact with Botmadang, a Korean social networking service designed specifically for AI agents. It allows for reading feeds, creating posts and comments, and managing interactions across various themed discuss
BotSpot
Full-lifecycle algorithmic trading MCP server. AI strategy generation from plain English, backtesting, live bot deployment to 10+ brokers, portfolio monitoring, and prediction markets. Stocks, options, crypto, futures. 32 tools. Free tier.
Bottalker MCP Server
Voice interface iOS app for interacting with an MCP server running Claude Agent SDK
BotUyo MCP Server
Enables the creation and management of BotUyo AI agents directly from MCP-compatible tools. Users can configure agent identities, conversation stages, and tools through natural language without manual cloning or building.
BotWallet MCP Server
📇 ☁️ 🏠 🍎 🪟 🐧 - Wallet for AI agents. Earn via invoices, spend on other agents and paid APIs, manage USDC o
Bouncie MCP Server
An MCP server that connects Bouncie OBD2 vehicle tracking data to AI assistants. It enables users to retrieve real-time vehicle stats, health diagnostics, and detailed trip history through the Bouncie API.
Boundary MCP
A decision structure analysis engine that transforms emotional dilemmas into structured frameworks by identifying variables, constraints, and strategy paths. It helps users evaluate risk distributions and cognitive biases without offering subjective
Bouyomi-chan MCP Server
A Node.js server that enables AI assistants to interact with Bouyomi-chan's text-to-speech functionality through Model Context Protocol (MCP), allowing for voice reading of text with adjustable parameters.
box/mcp-server-box-remote
🎖️ ☁️ - The Box MCP server allows third party AI agents to securely and seamlessly access Box content and use tools such as search, asking questions from files and folders, and data extraction.
Box MCP Server by CData
Box MCP Server by CData
Box MCP Server
The Box MCP Server facilitates searching and reading PDF and Word files in Box using Developer Token authentication.
Box MCP Server
MCP server for box
Boxtalk Data MCP Server
Provides tools for interacting with SQL Server databases, enabling users to retrieve paginated table data, inspect schemas, and count records. It features enforced pagination and secure configuration options to manage database operations efficiently
Boyce
Give AI agents structured database intelligence. Deterministic SQL, NULL trap detection, EXPLAIN pre-flight. MIT licensed.
bpftrace MCP Server
A minimal server that provides AI assistants with access to Linux kernel tracing capabilities through bpftrace, enabling dynamic tracing and performance analysis via the Model Context Protocol.
BPMN-MCP
An MCP server that enables AI assistants to programmatically create, modify, and export BPMN 2.0 workflow diagrams. It supports managing various process elements and sequence flows while providing export capabilities to standard XML and SVG formats.
BPS MCP Server
Enables AI clients to access official Indonesian statistical data from Badan Pusat Statistik (BPS) through natural language queries. It provides over 20 tools for retrieving demographic, economic, and trade data with support for bilingual responses a
Escola de Rádio TV & Web (ER+)
Cursos, turmas, vagas, professores, podcasts e blog da Escola de Rádio (ER+) — read-only.
Nvoip MCP Server
Secure Nvoip MCP server for reports, call analytics, service quality, and business insights.
Bracketbot Multi Robot Control MCP Server
MCP server for bracketbot multi robot control
brain-mcp-icon-visual
Visual icon search, retrieval, and comparison for AI agents. Search 200k+ icons semantically, render side-by-side comparison grids, and retrieve raw SVG markup — all tools return images so vision-capable LLMs can see the icons.
Brain MCP Server
Enables interaction with Brain service for thought management, including saving thoughts with metadata, quick capture with auto-classification, searching, and retrieving entries through natural language.
Brain MCP
Enables inter-session communication and coordination for multiple Claude Code instances through a shared SQLite database. Supports real-time messaging, shared state management, and resource locking to facilitate parallel development workflows between
brain-trust
Enables AI agents to ask questions and review planning documents by connecting to OpenAI's GPT-4. Provides context-aware question answering and multi-level plan analysis with structured feedback including strengths, weaknesses, and suggestions.
brain-mcp
Cognitive prosthetic for AI agents. Indexes conversation history from ChatGPT, Claude Code, Cursor, and Gemini CLI into searchable embeddings. 25 MCP tools including tunnel_state (resume where you left off), switching_cost (quantify context-switch pe
brainforge-mcp
An MCP server that transforms markdown notes into an AI-powered knowledge graph. It enables LLM clients to explore, analyze, and diagnose knowledge graphs through tools for node explanation, path finding, causal chain analysis, and wiki health report
brainiall-mcp-server
🐍 ☁️ - AI-powered speech tools: pronunciation assessment with phoneme-le
brainlayer
Local-first persistent memory layer for AI agents. Provides hybrid search (FTS5 keyword + vector embeddings) over 223K+ knowledge chunks via MCP. Tools: brain_search, brain_store, brain_entity, brain_subscribe. Features pub/sub with stable agent iden
Brainrot MCP
Automatically plays Subway Surfers gameplay in the background during coding sessions to provide continuous dopamine stimulation. Activates when users start coding conversations and stops when finished, requiring zero manual intervention.
Brainstorm MCP Server
An MCP server that launches a lightweight localhost UI for interactive AI-assisted brainstorming and planning. It enables collaborative ideation workflows with visual diagrams, interactive elements, and image support for seamless human-AI collaborati
Brainstorm MCP
An MCP server that connects Claude to Google Sheets for enhanced brainstorming and structured data output, enabling seamless capture, organization, and manipulation of ideas directly within spreadsheets.
bram2w/baserow
Baserow database integration with table search, list, and row create, read, update, and delete capabilities.
Branch Thinking MCP Server
An MCP server for navigating thought processes using branches, supporting thought cross-references and priority tracking to enhance insight generation and structured idea exploration.
Brand MCP Server
Enables access to a PostgreSQL database for brand-related data using Python. It allows users to interact with database records through local configurations or secure remote EC2 deployments.
BrandKit MCP
Brand atomic system over MCP: verbal, visual, motion, tokens, and a magic_trick taste primer.
brandomica-mcp-server
📇 ☁️ - Brand name verification across domains (with pricing), social handles,
BrandSnap MCP
An MCP server that generates comprehensive brand identity kits including color palettes, typography, brand voice, and logo concepts. It enables users to transform business values and descriptions into detailed branding and social media guidelines usi
brandsystem-mcp
Make your brand machine-readable. Extract identity from any website or PDF, compile into DTCG tokens and runtime contracts, govern brand compliance. 36 tools across 4 sessions.
Brasil API MCP
A Model Context Protocol server that connects AI assistants to Brazilian public data services, providing access to postal codes, company registrations, bank information, area codes, IBGE data, currency exchange rates, and domain registration status.
brasil-api-mcp-server
Query a variety of data from Brasil resources seamlessly. Access information on postal codes, area codes, banks, holidays, taxes, and more through a unified interface. Enhance your AI agents and applications with rich and updated data from BrasilAPI
brasil-data-mcp
MCP server providing access to Brazilian public data (CNPJ, CEP, banks, holidays) via BrasilAPI. For Claude Desktop, Claude Code, Cursor, and other MCP-compatible clients.
Brave Deep Research MCP
An MCP server that enhances Brave Search results by using Puppeteer to extract full webpage content and explore linked pages, enabling AI assistants to perform comprehensive web research with configurable depth.
Brave Deep Research MCP Server
MCP server for brave deep research
Brave-Gemini Research MCP Server
Provides web and local search capabilities via Brave Search combined with advanced academic paper analysis using Google's Gemini model. It allows AI assistants to perform real-time information retrieval and structured research synthesis directly thro
Brave Real Browser MCP Server
Enables advanced browser automation using real Brave Browser with 49 tools for web scraping, content extraction, video downloads, CAPTCHA solving, and anti-detection features. Includes automatic Brave installation, built-in ad-blocking with uBlock Or
Brave Search Sse MCP Server
MCP server for brave search sse
Brave Search With Proxy
Brave Search With Proxy
brave-search-mcp
Performs a web search using the Brave Search API, ideal for general queries, news, articles, and online content. Use this for broad information gathering, recent events, or when you need diverse web s
Brawl Stars MCP
Provides AI assistants with access to real-time Brawl Stars game data including player statistics, club information, brawler details, battle logs, and current events through the Brawl Stars API.
Brazilian CEP MCP
An MCP server that enables querying detailed address information from Brazilian postal codes (CEPs) via the ViaCEP API, returning data such as street names, neighborhoods, cities, states, regions, and IBGE codes.
Brazilian Cep MCP Server
MCP server for brazilian cep
Brazilian ZIP Code Lookup
Enables lookup of Brazilian addresses by CEP (postal code) using the ViaCEP API, returning formatted address information including street, neighborhood, city, and state.
brd-enhancer-mcp
Enhances developer tasks by retrieving relevant context from project documentation via a backend API. It enables users to generate enriched task descriptions and prompts by automatically integrating specific technical details from their project docum
Breadcrumb MCP Server
Enables AI assistants to interact with the Breadcrumbs project memory system, allowing creation and management of project documentation including sessions, components, ADRs, patterns, and providing search capabilities across project knowledge.
Breez MCP Server
Enables Lightning Network wallet operations through the Breez SDK, allowing users to check balances, send/receive payments, create invoices, and manage Bitcoin Lightning transactions via natural language.
Brev
Run, build, train, and deploy ML models on the cloud.
Brevo MCP Server
A comprehensive MCP server providing Claude with full access to Brevo's marketing automation platform through the official SDK, featuring tools for email operations, contact management, campaigns, SMS, conversations, webhooks, e-commerce, and account
Brevo MCP Server
MCP server for brevo
Brewers almanack
📇 🏠 - A brewing knowledge MCP server with beer styles (BJCP 2021), 113 hop vari
Brewfather MCP Server
MCP server for brewfather
Brewteco MCP Server
Integrates Brewteco APIs with AI assistants, enabling natural language queries for sales data, product performance, team analytics, customer segmentation, and detailed customer profiles across multiple store locations.
Brex MCP Server
A Model Context Protocol server that enables AI agents to interact with Brex financial platform data, allowing retrieval of account information, expenses, budgets, and team data through standardized resource handlers.
BrianKnows MCP Server
An MCP server that connects Claude to BrianKnows' blockchain knowledge base, allowing users to search for blockchain/DeFi information and interact with a specialized agent across multiple knowledge bases.
brickem-mcp-server
LEGO minifigure price lookup and identification. Search 18,000+ minifigs by name, theme, or description. Prices for used and new condition. Powered by brick'em (brickem.io).
Brickognize MCP Server
Identifies LEGO parts, sets, and minifigures from local image files using the Brickognize API. It provides specialized tools for specific item recognition and integrates LEGO identification capabilities into MCP-enabled environments.
Bricks MCP
A WordPress plugin that enables AI assistants to manage Bricks Builder sites through natural language. It provides over 20 tools for reading and writing pages, templates, global styles, and WooCommerce layouts directly from MCP-compatible clients.
Bridge MCP Server
Bridge is a hosted MCP server that connects AI models to business tools like ClickUp and a repository of pre-built workflow skills. It enables direct interaction with project management tools and automated instruction sets through natural language.
bridge-rates-mcp
📇 ☁️ - Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.
Bridge MCP Server
MCP server for bridge
Bridgecontext
BridgeContext is a productivity tool designed to capture and transfer conversational context between different AI platforms (like ChatGPT, Claude, and Gemini) to improve workflow continuity.
briefkit-mcp-server
Generates engineer-grade SaaS specifications — design systems, database schemas, and RLS policies for AI build tools like Lovable, Cursor, and Claude Code. 4 tools, TypeScript, MIT licensed.
Bright Data Web MCP
Enables LLMs and AI agents to access real-time web data, search websites, and navigate the web without getting blocked. Includes 5,000 free monthly requests and supports web scraping, browser automation, and bypassing geo-restrictions.
Bright-L01/networkx-mcp-server
🐍 🏠 - The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.
Bright Security MCP
The new Bright MCP Server enables AI assistants to directly interact with Bright and manage security scans end-to-end. Using natural language prompts, AI can now analyze existing coverage, identify missing or hidden entrypoints, add them to the proje
brightspace-mcp-server-ddd
Enables interaction with D2L Brightspace through the MCP protocol, supporting multi-strategy authentication and opt-in write operations.
Brightsy MCP Server
A server that implements the Model Context Protocol to connect LLMs to Brightsy AI agents, allowing users to pass messages to and receive responses from these agents.
Brightsy MCP Server
MCP server for brightsy
brilliant-directories-mcp
Official MCP server for Brilliant Directories, the membership and directory website platform powering 50,000+ sites. Manage members, posts, leads, reviews, email templates, forms, menus, pages, redirects, tags, and more.
Bring! Shopping MCP Server
Enables interaction with Bring! shopping lists through natural language, allowing users to manage shopping items, lists, and collaborate with other users via the unofficial Bring! API.
Brivvy MCP
Connects AI assistants to your Brivvy workspace so they can use your brand voices, templates, and glossary for on-brand content.
Broadcom Support MCP Server
Enables searching and retrieving Knowledge Base articles from the Broadcom Support Portal for products like VMware, Tanzu, and Cybersecurity. Users can perform documentation searches and fetch specific articles in Markdown format via the SearchUnify
Broken Link Checker MCP Server
Enables scanning web pages and entire domains to identify broken links, checking hyperlinks, images, scripts, and other resources. Provides comprehensive link validation with robots.txt compliance and detailed reporting of link status across single p
Brokerage-MCP
A Model Context Protocol server built with the mcp-framework designed to provide brokerage-related tools and functionality. It allows users to integrate financial brokerage services and data into the MCP ecosystem.
Brosh Browser Screenshot
Captures comprehensive webpage screenshots with intelligent scrolling, text extraction, and HTML analysis, enabling AI tools to visually inspect and understand web content through the Model Context Protocol.
BrowseAI-HQ/BrowserAI-Dev
📇 ☁️ - Evidence-backed web research for AI agents. Real-time search with cited claims, confidence score
browsegrab
A token-efficient browser automation server that enables LLMs to navigate websites, click elements, and extract content using accessibility trees and markdown conversion. It provides eight tools for lightweight browser interaction optimized for perfo
browser-auth-mcp
Enables AI agents to authenticate with websites using a real Chromium browser with anti-detection measures and human-in-the-loop support for captchas and 2FA. Features stealth browsing, human-like interactions, and persistent session storage to autom
Browser Automation MCP Server
Provides tools for browser-driven automation, HTTP API health checks, and visual regression testing using pixel comparison. It enables AI agents to interact with web pages, perform scripted UI actions, and verify service availability or visual consis
Browser CDP MCP Server
Provides direct access to Chrome DevTools Protocol for browser automation, enabling navigation, screenshot capture, and execution of any CDP command for flexible browser control.
browser-devtools-mcp
A Playwright-based MCP server that exposes a live browser as a traceable, inspectable, debuggable and controllable execution environment for AI agents.
browser-gateway
Reliable, scalable browser infrastructure for AI agents. Route, pool, and failover across any browser provider. 8 built-in browser tools using raw Chrome CDP - navigate, screenshot, snapshot, interact, evaluate. Zero-config with auto Chrome detection
Browser History Analysis MCP
A local MCP server for retrieving and analyzing your browser history. Makes it easy for a client to identify patterns, analyze sessions, and create a comprehensive report.
browser-inspector-mcp
Gives AI coding tools access to the CSS cascade the way DevTools does — which rules matched, which won, where each came from.
Browser Instrumentation MCP Server
A Playwright-based MCP server that prioritizes browser observation over automation, providing specialized tools for inspecting DOM, network, and console data. It categorizes operations into safe inspection tools and interactive action tools that requ
Browser Manager MCP Server
Enables comprehensive browser automation and control through Playwright, including launching browsers, managing tabs, web navigation, element interaction, and screenshot capture. Supports detecting and controlling external browsers with remote debugg
Browser MCP Bridge
Bridges browser content, developer tools data, and web page interactions with Claude through MCP. Enables page inspection, DOM analysis, JavaScript execution, console monitoring, network activity tracking, and screenshot capture across multiple brows
Browser MCP Server (Anchor)
Enables browser automation through Anchor Browser's cloud infrastructure with built-in proxies, stealth features, and anti-detection capabilities. Allows LLMs to navigate, click, type, take screenshots, and interact with web pages using Playwright's
Browser MCP Server
A universal browser automation server featuring 63 tools for programmatic Chrome control, multi-tab management, and media interaction using Playwright. It enables advanced actions like session recording, performance profiling, and pixel-based interac
Browser MCP
An MCP server for browser automation using Puppeteer that enables AI assistants to navigate web pages, interact with UI elements, and capture screenshots. It supports comprehensive web tasks including form filling, content extraction, and executing c
browser-pool-mcp
A dynamic browser pool MCP server that enables multiple concurrent, isolated Playwright sessions for Claude Code and other MCP clients. It manages on-demand instances on dynamic ports to resolve session conflicts and includes automatic cleanup of idl
Browser Testing MCP Server
Enables automated browser testing of web applications using Playwright, supporting user interactions, form submissions, console monitoring, network request inspection, and visual verification through screenshots.
Browser Use Heroku
Enables AI agents to control and automate browser actions through an MCP server deployed on Heroku. Supports programmatic browser automation with natural language tasks across multiple LLM providers.
Browser Use Server
Enables browser automation using Python scripts, offering operations like taking webpage screenshots, retrieving HTML content, and executing JavaScript.
browser-mcp
An MCP server that allows users to interact with their browser through natural language commands, enabling actions like getting page content as markdown, modifying page styles, and searching browser history.
Browserbase MCP Server
Enables cloud browser automation through Browserbase and Stagehand, allowing LLMs to interact with web pages, take screenshots, extract data, and perform automated actions with support for proxies, stealth mode, and parallel sessions.
BrowserCat MCP Server (Browser Automation)
A Model Context Protocol server that provides browser automation capabilities using BrowserCat's cloud browser service. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment withou
BrowserCat MCP Server
Provides cloud-based browser automation capabilities that allow LLMs to interact with web pages, capture screenshots, and execute JavaScript. It eliminates the need for local browser installations by leveraging BrowserCat's API for navigation and UI
BrowserGenie MCP Server
An MCP server that provides AI models with full browser automation capabilities through Chrome. It enables navigation, interaction, screenshots, and complete DevTools access by bridging AI clients with a companion Chrome extension.
Browserless MCP Server
Enables comprehensive browser automation through Browserless.io including PDF generation, screenshots, content extraction, performance audits, and web scraping with anti-detection capabilities. Provides a complete interface to browser automation task
BrowserLoop
A Model Context Protocol (MCP) server for taking screenshots of web pages using Playwright, allowing AI agents to automatically capture and analyze screenshots for UI verification or other tasks.
browsermcp/mcp
📇 🏠 - Automate your local Chrome browser
BrowserMCP
An MCP server that provides AI assistants with full control over a real browser session via a Chrome extension, supporting 36 tools for navigation, data extraction, and DOM manipulation. It bypasses bot detection by utilizing the user's active browse
Browsershot MCP
Enables Claude Code to capture and analyze web page screenshots, responsive layouts, and page metadata using Puppeteer. It allows developers to perform visual UI inspections and compare designs across various viewports directly within the terminal.
Brreg MCP Server
Enables interaction with the Norwegian Business Registry (Brønnøysundregistrene) API to search and retrieve detailed information about Norwegian companies, subunits, roles, organization forms, municipalities, and NACE industry codes.
brs-docs-mcp
MCP server for Roku BrightScript documentation and device control, enabling doc search, device introspection, keypress/keysequence input, app launch, and sideloading.
Brummer MCP Server
Allows external tools (VSCode, Claude Code, etc.) to access log output and errors, execute commands asynchronously, and monitor process status.
Bruno API MCP Server
Exposes Bruno API collections as Model Context Protocol (MCP) tools, allowing AI agents and MCP clients to interact with your API collections.
Bruno Api MCP Server
MCP server for bruno api
Bruno MCP
📇 🏠 - A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/).
BrunoKrugel/echo-mcp
🏎️ ☁️ 📟 🪟 🐧 🍎 - A zero-configuration Go library to automatically expose any existing Echo web framework APIs as MCP tools.
brutalzinn/simple-mcp-selenium
📇 🏠 - An MCP Selenium Server for controlling browsers using natural language in Cursor IDE. Perfect for testing, automation, and multi-user scenarios.
BRVM MCP Server
Enables AI agents to access live market data from the BRVM stock exchange, supporting queries on stock prices, indices, market summaries, and company information via the Model Context Protocol.
Bsc Blockchain MCP Server
MCP server for bsc blockchain
BSC MCP Server
A backend service for executing transactions on Binance Smart Chain, enabling secure transfers of BNB and BEP-20 tokens, smart contract interactions, and token creation through structured MCP integration.
bsc-multisend-mcp
An MCP server that enables agents to perform bulk BNB and BEP20 token transfers on BSC.
BSL Atlas
An MCP server for 1C:Enterprise that provides AI assistants with access to configuration data via vector search, structural indexing, and call graphs. It enables semantic code queries and rapid metadata object lookups without requiring the direct rea
btcfi-api
Bitcoin data for AI agents. Pay-per-query via x402 micropayments. No API keys. No subscriptions. No tokens.
btcpay-mcp
An MCP server that enables AI agents to manage merchant payment processing through the BTCPay Server Greenfield REST API. It supports tools for creating invoices, managing stores, tracking payments, and performing Lightning Network operations.
btcpayserver-mcp
A comprehensive Model Context Protocol (MCP) server for BTCPayServer integration, providing tools for payment processing, store management, user administration, webhook handling and more with full API coverage.
btse-mcp
An MCP server for the BTSE Futures API that allows AI agents to query market data, manage positions, and execute trades using natural language. It supports both live and testnet accounts with features for order management, leverage adjustment, and wa
Bubble MCP
Enables AI assistants to interact with Bubble.io applications through the Model Context Protocol for data discovery, CRUD operations, and workflow execution. It provides a standardized interface for managing Bubble database records while respecting p
Bubbleq Agents MCP Server
0-UI era. Official SDKs & MCP Server for Bubbleq - the machine-to-machine intelligence layer delivering zero-noise financial knowledge graphs to autonomous agents.
bubblyphone-agents
MCP server for BubblyPhone that lets AI assistants make real phone calls, manage AI voice agents, buy phone numbers in 30+ countries, and track billing. Supports 20 tools for full telephony control.
buchpilot-mcp
MCP server for DACH accounting automation. Connect AI assistants to sevDesk and Lexoffice — create invoices, manage contacts, handle bookings and vouchers for German-speaking businesses.
Bucket Feature Flags MCP Server
Flag features directly from chat in your code editor, including VS Code, Cursor, Windsurf, Claude Code—any IDE with MCP support.
Bucket
** - Flag features, manage company data, and control feature access using [Bucket](https://bucket.co)
Bucketeer MCP Server
A Model Context Protocol server that enables management of feature flags in Bucketeer through CRUD operations including listing, creating, retrieving, updating, and archiving feature flags.
buda-mcp
Real-time market data from Buda.com (Chile, Colombia, Peru). Live prices, spreads, order books, OHLCV history, technical indicators, arbitrage detection, and order simulation — no API key required.
buddy-mcp
A terminal-native creature collection game for Claude Code. Hatch rare digital buddies, build their affection through interaction, and complete your collection in the BuddyDex.
BuddyPress MCP Server
Enables AI assistants to interact with BuddyPress sites through the REST API v2. Supports comprehensive community management including activities, members, groups, profiles, messages, friendships, and notifications through natural language.
Budget Allocator
An interactive tool for visualizing and managing budget allocations across business categories with real-time charts and industry benchmarks. It allows users to adjust spending distributions and compare them against historical trends and startup stag
budget-aware-mcp
Model-agnostic code memory MCP server using budget-aware graph retrieval for AI agents, providing sub-millisecond queries, token budgeting, and deterministic results without embeddings or vector databases.
Budget Governor
Budget Governor gives autonomous AI agents a hard spend limit. One budget_clear call before each LLM request checks the agent's envelope and deducts the estimated cost. Stops runaway billing before it starts. No self-hosting required.
Budget Planner AI MCP
Budget Planner AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
Budgetsco MCP Server
Enables personal finance management through Budgetsco, supporting transaction tracking, budget management, recurring transactions, custom categories, and multi-currency support for comprehensive financial tracking.
Bug Bounty Hunter MCP
Professional security testing server with 50+ integrated tools for web application vulnerability scanning, reconnaissance, fuzzing, and API testing. Enables comprehensive bug bounty hunting workflows including subdomain enumeration, XSS/SQLi detectio
Bug Bounty MCP Server
A comprehensive MCP server for automated bug bounty hunting and security reconnaissance, featuring over 28 specialized tools for subdomain discovery, vulnerability scanning, and traffic analysis. It integrates automated scope validation and professio
bug-breeder/quip-mcp
📇 ☁️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server providing AI assistants with comprehensive Quip document access and management. Enables document lifecycle management, smart search, comment management, and secure token-based authentication for both
BugBug MCP Server
Enables comprehensive interaction with the BugBug test automation platform through its API. Supports running tests, monitoring execution status, managing test suites, retrieving results and screenshots, and performing batch operations through natural
Bugsink MCP Server
Enables AI assistants to query and analyze errors from Bugsink self-hosted error tracking instances. Supports listing projects, teams, issues, and viewing detailed error events with stacktraces.
Buienradar MCP Server
Fetches precipitation forecasts for any location using Buienradar, providing real-time rain predictions for the next two hours based on latitude and longitude coordinates.
Arca
Arca is a private data vault where your AI stores your structured data, semantic memory and skills.
Build MCP Server
Enables AI assistants to manage development workflows by running build commands, executing tests, analyzing package.json files, installing dependencies, and performing code linting. Supports multiple package managers (npm, yarn, pnpm) and provides de
Build Unblocker MCP
A Model-Context-Protocol server for Cursor IDE that monitors and terminates hung Windows build executables (like cl.exe, link.exe, msbuild.exe) when they become idle.
build123d-mcp
AI-driven 3D CAD via build123d: execute, render, measure, and export geometry interactively.
BuildAutomata Memory MCP Server
Provides AI agents with persistent, searchable memory that survives across conversations using semantic search, temporal versioning, and smart organization. Enables long-term context retention and cross-session continuity for AI assistants.
BuildBetter
AI for product teams. Connect all your company and customer knowledge to all of your other tools via BuildBetter's MCP.
Building Big Data MCP Server
Provides comprehensive building and office address information queries for enterprises in China, including fuzzy enterprise search, office address details and statistics, and building information queries to support geographical distribution and occup
BuildingLink MCP Server
MCP server that enables collection of data from BuildingLink, providing access to occupant profiles, vendors, deliveries, library items, announcements, and other building-related information.
BuildMcpServer
A lightweight framework for building and running Model Context Protocol (MCP) servers using FastMCP, providing tools for development, debugging, and server management.
buildsyncinc/gibs-mcp
🐍 ☁️ - Regulatory compliance (AI Act, GDPR, DORA) with article-level citations
BuiltWith MCP Server
Enables querying the BuiltWith API to discover and analyze website technology stacks, including frameworks, analytics tools, CMS platforms, and other technologies used by any domain.
Builtwith MCP Server
MCP server for builtwith
BULC Building Designer
Connects Claude Desktop to BULC fire simulation software for AI-powered building design, enabling natural language creation of rooms, walls, and multi-story structures with spatial awareness and undo/redo support.
Bulk WhatsApp Validator
Enables validation of single or bulk WhatsApp numbers and retrieval of account metadata, such as business status and profile info, via the Bulk WhatsApp Validator API.
BulkPublish
The best free social media publishing and scheduling API. Publish to 11 platforms from a single API call. Schedule posts, upload media, track analytics, and automate your social media workflow.
Bullhorn CRM MCP Server by CData
This read-only MCP Server allows you to connect to Bullhorn CRM data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
BullMQ MCP Server
Enables AI assistants to manage BullMQ Redis-based job queues through natural language, supporting operations like job monitoring, queue control, and multi-instance Redis connections. Users can add, retry, promote, and clean jobs while accessing deta
Bun Database MCP Server
A high-performance MCP server that enables AI assistants to safely interact with MySQL databases through secure CRUD operations, schema inspection, and parameterized queries with built-in SQL injection prevention.
Bun Fun MCP Server
A simple example MCP server built with Bun that provides basic utility tools including current time retrieval, message echoing, and number addition. Serves as a template for building MCP servers with Bun runtime.
Bun Novel Processor MCP
A Bun-based MCP server designed for processing and segmenting long-form novel text files. It enables AI agents to incrementally read novels, validate chapter drafts, and manage cleaned chapter metadata through standard stdio transport.
Bun SSE Transport for MCP
Enables real-time communication between client and server using Server-Sent Events (SSE) for the Model Context Protocol, specifically built for the Bun JavaScript runtime.
BundlerMCP
Enables agents to query information about gems in a Ruby project's Gemfile, including source code and metadata.
bunge-ds-mcp
MCP server that exposes the @bunge/ds-components design system catalog, allowing AI assistants to list, search, and retrieve component details including inputs, outputs, usage examples, and import instructions.
Bunny.net MCP Server
Enables interaction with Bunny.net APIs for Stream/Video, Storage, CDN Pull Zones, and DNS services. Provides 35 tools for managing video libraries, files, CDN configurations, and DNS records through Claude.
Bunq MCP
A Model Context Protocol server for Bunq that enables interaction with the Bunq banking API through OAuth integration.
Bureau of Economic Analysis (BEA) MCP Server
Provides access to comprehensive U.S. economic data including GDP, personal income, and regional statistics via the Bureau of Economic Analysis API. It enables users to query datasets and retrieve specific economic indicators for states, counties, an
Burger King MCP Server
Enables AI assistants to search the Burger King menu, manage a cart with item customizations, and find nearby restaurant locations. It facilitates ordering for pickup or delivery using Playwright browser automation.
burn-mcp-server
AI-powered reading triage MCP. 26 tools with a 24h burn timer — search, triage, burn, vault, and analyze your saved articles. Works with Claude, Cursor, Windsurf. Stdio + HTTPS transports.
burnish-example-server
Showcase MCP server for the Burnish Explorer — 34 tools across a fictional consulting company (projects, clients, team members, tasks, incidents, orders) that demonstrate every rendering path: cards, tables, charts, stat bars, pipelines, and multi-se
burp-mcp-plus
Enables structured HTTP request creation and local file ingestion for LLM integration with Burp Suite, reducing malformed requests and token costs.
Burp Suite MCP Server
Exposes Burp Suite's REST API to AI assistants, enabling users to trigger vulnerability scans, monitor progress, and manage security tasks through natural language. It also provides programmatic access to Burp's security knowledge base for querying v
Business Central MCP Server
Enables AI clients to interact with Microsoft Dynamics 365 Business Central through MCP, providing access to customers, items, sales orders, and allowing creation of new records via natural language.
Business Design MCP Server
Enables the creation and management of business design artifacts including Business Model Canvases, SWOT analyses, and user personas. It features project organization and AI-powered research tools to automatically populate frameworks with market data
Business Unit MCP Server
A Multi-Agent Conversation Protocol server that enables interaction with HubSpot's Business Units API, allowing users to manage company business units through natural language.
businessmap-mcp
Model Context Protocol server for BusinessMap (Kanbanize) integration. Provides comprehensive access to BusinessMap's project management features including workspaces, boards, cards, subtasks, parent-child relationships, outcomes, custom fields, and
businys
Multi-practice operations platform for independent professionals — 221 MCP tools across 26 practices including clients, invoices, contracts, bookings, and more.
BusyBee
Autonomous TDD coding agent that converts specifications into feature lists and implements them using test-driven development with pause/resume capabilities, live progress monitoring, and automatic git commits.
Busymcp MCP Server
Model Context Protocol (MCP) server + Next.js playground. Chats about my CV and exposes an email notification tool. Built with FastAPI (Python MCP SDK) and Next.js frontend.
Buttondown MCP Server
Enables AI and LLM systems to interact with the Buttondown newsletter service, supporting email drafting, scheduling, analytics retrieval, and list management through a Model Context Protocol interface.
Buttondown MCP Server
MCP server for buttondown
Buu Ai 3D Model Generator MCP Server
MCP server for buu ai 3d model generator
Buu AI MCP Server
Buu AI MCP Server
Buxfer MCP Server
Several implemetations of MCP server to access buxfer with an LLM
BuyICT MCP Server
Provides access to Australian Government ICT procurement opportunities from BuyICT, enabling users to search contracts across multiple marketplaces, view detailed opportunity information, and explore available procurement channels.
BuyWhere
Cross-border product catalog for AI agents. Search and compare products from US and South East Asian markets via Model Context Protocol.
BVG MCP Server
An MCP server for interacting with the Berlin Public Transport (BVG) API to search for locations and plan journeys. It provides real-time access to departures, arrivals, trip details, and vehicle tracking within Berlin's transit network.
BWA MCP Server
Enables AI assistants to perform DNA/RNA sequence alignment using BWA (Burrows-Wheeler Aligner), supporting both short and long read alignment to reference genomes with indexing, BWA-MEM, and BWA-backtrack algorithms.
Bybit AI Trader
AI trading assistant for Bybit cryptocurrency exchange that analyzes markets in real-time, identifies trading opportunities, and executes trades with user confirmation through Cursor IDE integration.
Bybit MCP Server
A comprehensive MCP server providing full access to Bybit's v5 API for real-time market data, trading operations, and account management. It enables AI assistants to execute trades, manage positions, and monitor wallet balances with built-in safety c
Bybit Server
Interact seamlessly with the Bybit API to fetch market data, manage your account, and execute trades. Leverage powerful tools to enhance your trading experience and automate your strategies effortlessly. If you wish to use an API key restricted to yo
BYOB MCP Server
Enables AI agents to dynamically discover and invoke containerized tools that can be registered at runtime without redeployment. Built on Cloudflare Workers with scale-to-zero containers for secure, isolated tool execution.
byok-observability-mcp
📇 🏠 ☁️ 🍎 🪟 🐧 - Comprehensive MCP server for Grafana, Pro
BYTE Protocol
Per-byte data marketplace for AI agents on Arbitrum. Discover publishers, evaluate on-chain Proof-of-Quality Score (PQS), subscribe + pay per request in USDC via the x402 gateway. 13 tools, no API keys, live testnet.
ByteBot MCP Server
Enables autonomous task execution and direct desktop computer control through ByteBot's dual-API architecture, supporting intelligent hybrid workflows with mouse/keyboard operations, screen capture, file I/O, and automatic intervention handling.
Bytedance Hot News MCP Server
MCP server for bytedance hot news
Bytemine MCP Server - Contact Search & Enrich
Bytemine MCP Server – Search 130M+ B2B contacts and enrich profiles with verified emails & phone numbers directly from Claude, Cursor, and other AI assistants via the Model Context Protocol.
Byteplant MCP Server
MCP server for byteplant
bytesagain-mcp
Search 60,000+ AI agent skills from ClawHub, LobeHub, Dify, and GitHub via MCP SSE or REST API. Free, no API key required.
C++ MCP Server
An MCP server that provides semantic understanding of C++ codebases using libclang, allowing Claude to instantly find classes, functions, and their relationships without having to grep through thousands of files.
C++ Style Guide MCP Server
Provides C++ code analysis tools for checking naming conventions, include guards, memory safety, const correctness, and modern C++ upgrade suggestions, along with style guide documentation and code review templates.
C++ UML Class Diagram Generator
Analyzes C++ source code to automatically generate UML class diagrams in PlantUML format, extracting classes, inheritance relationships, and member visibility from directories or file contents.
C411 MCP Server
Enables searching torrents, fetching metadata, and downloading torrent files from c411.org. It provides tools for accessing torrent comments and detailed infoHash metadata while maintaining authenticated sessions.
Cab Service MCP Server
Enables cab booking and management through natural conversation, allowing users to book rides, cancel bookings, and view driver details. Works with Google Maps MCP to provide comprehensive travel planning with automatic route optimization and cab arr
Caboose MCP
A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—including Slack, Docker, and calendar management—to Claude and VS Code. It features a Go-based MCP server integrated with a custom VS Code extension and n8n workflow autom
Cache Overflow
📇 ☁️ - AI agent knowledge marketplace where agents share solutions and earn tokens. Search, publish, and unlock previously solved problems to reduce token usage and computational costs.
Cachly — AI Cognitive Brain
Persistent AI memory for Claude Code, Cursor, GitHub Copilot & Windsurf — sessions, lessons learned, semantic search, and team brain. 38 MCP tools. Free tier, EU servers.
CAD-MCP
Enables users to control CAD software like AutoCAD, GstarCAD, and ZWCAD through natural language instructions via the Model Context Protocol. It supports automated drawing of shapes, layer management, and saving designs to DWG files without manual in
CAD-Query MCP Server
Enables conversational 3D modeling by providing CAD-Query functionality to validate parametric 3D models against criteria and export to STL/STEP formats for 3D printing and CAD applications.
cad-mcp
MCP server that exposes CAD geometry reasoning over STEP files to LLMs, allowing natural language queries about parts, assemblies, dimensions, holes, and mass properties.
Cadence App MCP Server
Cadence dev application — MCP server, editor, runtime. Built on cadence-kernel SDK + plugins.
Caido MCP Server
Enables AI agents to perform automated security testing through Caido, providing 10 security tools for vulnerability scanning (XSS, SQLi, command injection), HTTP request manipulation, and penetration testing workflows with whitelist protection.
Caipher MCP
An MCP server that provides AI assistants with comprehensive access to n8n workflow automation nodes, properties, and documentation. It enables models like Claude to search for nodes, access configuration templates, and manage workflows through natur
Cairo Coder
The most powerful open-source Cairo code generator.
caisse-enregistreuse-mcp-server
🏠 🐧 🍎 ☁️ - Allows you to automate or monitor business operations, sales recorder, POS software, CRM.
Caiyun Weather MCP Server
A Model Context Protocol server that provides comprehensive weather data querying capabilities based on the Caiyun Weather API, supporting real-time weather, forecasts, and alerts with multi-language support.
Caiyun Weather MCP Server
MCP server for caiyun weather
Cakemail MCP Server
Enables comprehensive email marketing automation through the Cakemail API, including campaign management, transactional emails, contact list operations, template design with BEEeditor, detailed analytics, and multi-account enterprise management.
Cal.com Calendar MCP Server
An MCP server that enables scheduling, updating, deleting, and listing calendar appointments through Cal.com's Calendar API.
Cal Server
A mathematical expression calculator that processes user-input expressions and returns computed results, supporting basic operations and built-in constants like PI and E.
Calame
Visual no-code generator that turns any database into multiple scoped MCP servers — one per access group, with PII masking and fail-closed query scoping built in.
Calc Tools MCP Server
MCP server for calc tools
calc-mcp
21 tools for things AI is bad at — deterministic math, cryptographic randomness, date arithmetic, hashing, encoding, unit conversion, and more.
calclavia/mcp-obsidian
📇 🏠 - This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).
calcnook
🐍 🏠 🍎 🪟 🐧 - Personal finance calculations across 7 countries (US, U
Calcom mcp | Cal dot com mcp
🐍 🏠 - MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.
CalcsLive MCP Server
Enables AI agents to perform unit-aware engineering calculations with automatic unit conversion, dependency resolution, and access to 500+ units across 75+ categories through the CalcsLive calculation engine.
Calculadora de Propostas T2C Group
Enables the calculation and management of hourly-based commercial proposals with persistent storage and interactive statistical visualization. It provides tools to create, list, and analyze quotations for project and maintenance costs directly within
Calculator MCP
Provides mathematical computation capabilities including basic arithmetic operations (add, subtract, multiply, divide), advanced functions (square root, factorial, logarithm), and trigonometric functions (sin, cos, tan) through the Model Context Prot
Calculator Standard MCP Server
Calculator MCP server built with official Anthropic MCP SDK
Calculatormcpserver MCP Server
An MCP server to provide calculator functions
CalDAV MCP Server
🐍 ☁️ - Universal MCP server for CalDAV protocol integration. Works with any CalDAV-compatible calendar server including Yandex Calendar, Google Calendar (via CalDAV), Nextcloud, ownCloud, Apple iCloud, and others. Supports creating events with recurr
caldera-mcp
Connects MCP-compatible AI clients to a MITRE Caldera adversary emulation platform, enabling natural language construction of attack scenarios, agent inspection, and operation management.
Calendar AI MCP
Calendar AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
Calendar AutoAuth MCP Server
Server for Google Calendar integration in Cluade Desktop with auto authentication support. This server enables AI assistants to manage Google Calendar events through natural language interactions.
Calendar MCP Server
A unified Model Context Protocol server for managing calendars across Google Calendar, Microsoft 365, and Exchange On-Premises. It provides tools for scheduling, conflict detection, and event management across multiple provider accounts using a consi
Calendar MCP
📇 🏠 🍎 - MCP server for accessing macOS Calendar events
Calendar Tools MCP Server
Enables comprehensive calendar management with capabilities to create, list, update, and delete events through a Model Context Protocol server integrated with Google Calendar.
calendar-mcp
calendar-mcp
Calibre MCP Server
Connects AI agents to Calibre ebook libraries for searching, reading, and managing digital collections. It supports metadata updates, format conversion, and full-text content searches while providing granular permission controls for library access.
Calibre RAG MCP Server
Enables semantic search and contextual conversations with your Calibre ebook library using vector-based RAG technology. Supports project-based organization, multi-format book processing, and OCR capabilities for enhanced content extraction and retrie
calibre-mcp
An MCP server for managing local Calibre libraries using the calibredb CLI. It allows users to search books, manage metadata, and retrieve EPUB file paths through natural language commands.
Call For Papers MCP
Enables searching for upcoming academic conferences and events from WikiCFP by keywords, returning detailed information including dates, locations, submission deadlines, and related resources.
CallCenter.js MCP
Enables AI assistants to make real phone calls on your behalf using VoIP, handling conversations automatically through OpenAI's Real-Time Voice API. Simply tell Claude what you want to accomplish and it will call and manage the entire conversation fo
CalledIT
A judgment game played by Humans VS AI bots
CallHub
CallHub MCP is a Python-based tool that allows you to interact with the CallHub API through Claude. This tool provides a comprehensive set of functions for managing contacts, phonebooks, agents, teams, campaigns, and other CallHub resources.
callout-dev
📇 🏠 - Multi-perspective architecture review for AI-assisted development. Nine exper
CallRail MCP
🐍 🏠 - CallRail REST API v3 integration with 49 tools for call tracking, form submissions, transcr
Calorie-Tracking
A MCP server that tracks daily calorie intake through natural language interaction, providing meal recording, daily summary, weekly report generation, and food search functions.
Calq MCP
A comprehensive MCP server for time tracking, project management, and AI-powered memory storage using semantic search. It enables users to log time, manage client billing, and capture shared or personal ideas through integrated tools and team collabo
Caltrain MCP Server
A Model Context Protocol server that provides real-time Caltrain schedule information, allowing AI assistants to look up train departures between any stations and access station information using GTFS data.
Caltrain MCP Server
Return the next few scheduled Caltrain departures. Args: origin: Station name (e.g. 'San Jose Diridon', 'Palo Alto', 'San Francisco'). Supports common abbreviations like 'SF' for San
Calva Backseat Driver
Enables AI assistants to interact with Clojure REPLs for evaluating code, performing structural edits with bracket balancing, and looking up symbol documentation. Transforms AI coding assistants into interactive programming partners with access to ru
Cambridge Dictionary MCP Server
Enables AI assistants to look up word definitions, pronunciations, and example sentences from the Cambridge Dictionary through natural language queries.
camera-mcp
An MCP server that enables interaction with local camera devices to capture and process images. It allows LLMs to access video devices with configurable settings such as resolution, orientation, and image format.
cameronrye/activitypub-mcp
📇 🏠 🐧 🍎 🪟 - A comprehensive MCP server that enables LLMs to explore and interact with the Fediverse through ActivityPub protocol. Features WebFinger discovery, timeline fetching, instance exploration, and cross-platform support for Mastodon, Pleroma,
cameronrye/gopher-mcp
🐍 🏠 - Modern, cross-platform MCP server enabling AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently. Features dual protocol support, TLS security, and structured content extraction.
Camoufox Browser MCP
Provides stealthy browser automation capabilities using a custom Firefox build designed for anti-detection. It enables users to navigate pages, interact with elements, and manage persistent browser sessions through natural language.
Camoufox MCP Server
Provides privacy-focused browser automation using a specialized Firefox fork with advanced anti-detection and fingerprint spoofing capabilities. It enables AI assistants to navigate websites, retrieve HTML content, and capture screenshots while maint
Camoufox MCP
An MCP server for anti-detection browser automation that uses Camoufox to bypass bot detection and spoof digital fingerprints. It enables AI agents to perform human-like web interactions, including realistic cursor movements, humanized click delays,
Campaign Monitor MCP
Enables management of email campaigns, subscribers, lists, segments, journeys, templates, transactional email, and client/account settings through the Campaign Monitor API via natural language.
Campertunity MCP Server
🎖️ 📇 🏠 - Search campgrounds around the world on campertunity, check availability, and provide booking links
Canada Aida AI MCP
Canada Aida AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
Canada's Food Guide MCP Server
Provides 42+ specialized tools for nutrition analysis integrating Canada's Food Guide recipes with Health Canada's official databases (CNF, DRI, EER) for recipe discovery, macro calculations, energy requirements, and dietary adequacy assessments.
Canadian Building Code MCP Server
Enables users to search and navigate over 22,500 indexed sections across 16 Canadian building codes and user guides. It supports keyword searches, hierarchy navigation, and optional full-text extraction from user-provided PDF documents.
canbus-mcp
A CAN bus reverse engineering MCP server for Claude Code that lets Claude read, analyze, and map CAN bus messages from automotive and motorsport ECUs directly from the conversation.
Cancellation Analyzer MCP Server
A Model Context Protocol server that analyzes customer cancellation survey data, enabling Claude AI integration through HTTP/SSE transport.
canido
Regulatory intelligence API — look up permits, licenses, and fees for food service businesses in Austin, SF, and NYC.
CanIUse MCP
Provides intelligent CSS/JS feature compatibility checking with configurable browser targets, polyfill support, and smart project scanning. Enables developers to automatically detect browser compatibility issues and get actionable remediation steps w
canlii-mcp
An MCP server providing AI assistants access to Canadian case law and legislation metadata from CanLII across all jurisdictions, supporting search and citation relationships.
Canny MCP Server
Enables interaction with Canny.io customer feedback platform through natural language. Supports board management, post creation/updating, search functionality, and comprehensive feedback management operations.
Canon Camera Control MCP Server
MCP server for canon camera control
Canon Camera MCP
A minimal server for controlling Canon cameras remotely via the Canon Camera Control API, using FastMCP for streamable HTTP transport.
Canteen MCP
A Model Context Protocol server that provides structured access to canteen lunch menus for specific dates through a simple API integration.
Cantrip
MCP server for Cantrip — AI-powered GTM engine for solo founders
Canuckduck MCP
Canadian Civic Intelligence
Canvas Academic Assistant
Connects Claude to Canvas LMS, enabling students to query their coursework, assignments, grades, deadlines, announcements, and calendar events through natural conversation instead of navigating the Canvas interface.
Canvas Assignment Assistant
Enables interaction with Canvas LMS courses and assignments directly from your LLM, allowing you to retrieve, search, and summarize course information, check due dates, and access assignment details without leaving your AI assistant.
Canvas Learning Management System MCP Server
MCP server for canvas learning management system
Canvas LMS MCP Server
Enables Claude to interact with Canvas LMS to manage coursework, track assignments, and view grades through natural language. It supports comprehensive academic tasks including checking rubrics, participating in discussion boards, and submitting assi
Canvas Lms MCP Server
MCP server for canvas lms
Canvas MCP - College and High School Courses
A set of tools enabling AI agents to interact with Canvas LMS, allowing users to find relevant resources, get course information, and navigate modules through natural language queries.
Canvas MCP
Enables AI agents to interact with Canvas LMS and Gradescope, allowing users to query courses, assignments, modules, calendar events, and find relevant resources using natural language.
Canvas Student MCP Server
MCP server for canvas student
canvas-mcp
Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker, token stays in ~/.canvas.env. Exposes courses, assignments, modules, announcements, grades, planner items, upcoming events, todo list, and bulk file dump as MCP tools.
Canvaslms Modelcontextprotocol MCP Server
MCP server for canvaslms modelcontextprotocol
CanvasXpress MCP Server
Converts natural language descriptions into validated CanvasXpress JSON configurations for chart generation using RAG and a built-in visualization knowledge base. It supports over 70 chart types and ensures generated configs are compatible with provi
Canvelete
Enables programmatic design creation and manipulation on the Canvelete platform through AI assistants. Supports design management, canvas element manipulation, template application, asset management, and real-time synchronization with the design edit
mcp-server-canyougrab
Confidence-scored domain availability checking for AI agents via real-time DNS and WHOIS lookups. Bulk check up to 100 domains, WHOIS enrichment, and quota monitoring. All tools are read-only.
Capacities-MCP-Plus
An enhanced MCP server for the Capacities knowledge management app. Features * List and explore spaces * Search content with full-text and title modes * Read full object content by ID (unique feature) * Save weblinks with tags and metadata * Add cont
Capacities MCP Server
Provides seamless integration with Capacities knowledge management system, allowing Claude to list spaces, retrieve space information, search content, save weblinks, and add content to daily notes.
Capital Hove Read Only Local Mysql MCP Server
MCP server for read-only MySQL database queries in Claude Desktop
Capital Hove Read Only Local Postgres MCP Server
MCP server for read-only PostgreSQL database queries in Claude Desktop
Capital Hove Read Only Mysql MCP Server
MCP server for read-only MySQL database queries in Claude Desktop
Caplets
A progressive-disclosure gateway for MCP servers that keeps tool lists small by exposing one top-level tool per server, allowing agents to search, list, inspect, and call underlying tools within a selected domain.
Capsule Bash Server
Sandboxed Bash for Agents. Full state capture on every command.
Capsule server
Capsule MCP server gives your AI agent the ability to safely run untrusted Python and JavaScript code in a secure WebAssembly sandbox.
capsulemcp
Capsule CRM tools for Claude. Local install via npx, org-wide via Custom Connectors. Read-only mode supported.
Captain Data MCP API
A middleware API that connects AI assistants like ChatGPT to Captain Data tools for extracting information from LinkedIn company and profile pages.
@powforge/captcha-mcp
MCP server that gates API calls to AI agents using proof-of-work (free) or Lightning payment (3 sats), providing challenge, verify, and status tools for per-call authentication without accounts.
Capture Win MCP
Enables AI assistants to interact with macOS windows through yabai, providing window listing organized by Spaces and screenshot capture capabilities.
CaptureMind
Turn Claude Desktop conversations into visual mind maps via MCP. Highlights blockers to surface where you're stuck.
Car Deals Search MCP Server
Aggregates and searches used car listings from multiple sources (Cars.com, Autotrader, KBB) with price, mileage, dealer info, and optional CarFax-style filters (1-owner, no accidents, personal use).
Carapace MCP Server
A local-first security system for autonomous AI agents that provides tools for security verification, goal anchoring, and action logging. It protects against prompt injection and goal drift by enforcing user-defined rules and offering performance ins
carbon-cashmere-mcp
Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analytics, derivatives, and Bittensor subnets. Pay-per-call via x402 USDC on Base/Solana/Algorand/Stellar or \$9.99/mo API key.
carbon-footprint-mcp
An MCP server for calculating carbon footprints from bank statements using EPA GHG emission factors.
Carbon MCP
Enables developers and designers to work with the Carbon Design System through tools for generating components, applying codemods, validating accessibility, converting design tokens, and searching documentation.
Carbon Voice
🎖️ 📇 🏠 ☁️ 🍎 🪟 🐧 - MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getca
Carbone MCP
Generate PDF/DOCX/XLSX/PPTX from templates+JSON. Convert Office/HTML/MD to PDF. Universal templating
CarbonOracle
CO2 & Climate Intelligence MCP — live EU ETS carbon price, real-time grid carbon intensity, 50 blockchain carbon footprints (Bitcoin 1513 kWh/tx vs VeChain 0.00024 kWh/tx), VeChain DNV ISO14040/14044 certified. 11 tools.
carbonstop-mcp
Enables AI assistants to automatically call Carbonstop Cloud API for carbon footprint modeling, product query, and emission analysis through natural language.
Card Catalog
Certification authority for AI agents. Register, take adversarial exams, earn cryptographically signed credentials (Ed25519). Get paid to examine other agents. 20,000 free credits on registration — no payment needed to start.
Card Magic MCP
Implements the Chico & Dico card magic trick by encoding a hidden fifth card within the specific arrangement of four cards. It provides tools to both encode five-card sets into sequences and decode those sequences to reveal the hidden card.
Cardiology Knowledge Graph MCP
Builds and manages a cardiology-focused knowledge graph in Neo4j by extracting medical entities and relationships from documents using LLMs. It enables users to ingest PDFs, refine extracted data, and perform natural language queries to gain clinical
CardioTriage MCP Server
Provides phenotype-aware cardiovascular triage tools including FHIR R5 case retrieval, missing-data analysis, ECGFounder-backed ECG interpretation, risk summarization, and structured SBAR handoff in multiple languages.
CardPilot Remote MCP Server
Provides tools to fetch and analyze credit card data with filtering options for banks, categories, and user personas. It also offers access to educational guides to assist in making informed financial recommendations.
cardzero-mcp
Gives AI agents a smart-contract wallet on Base (USDC) with 10 stdio tools: create wallets, send USDC payments, pay x402-protected HTTP resources, and run ERC-8183 escrow Jobs for A2A service delivery.
Care Membrane MCP Server
AI safety evaluation toolkit that scores text for care-centered alignment, detects threats like jailbreaks, and certifies AI responses against a 16-probe framework. It enables users to analyze relationship health, predict burnout risk, and ensure eth
Careerjet Job Search MCP Server
Provides job search functionality using Careerjet API with features for keyword and location-based searches, advanced filtering, and support for 50+ countries and languages.
Careerjet Job Search MCP Server
MCP server for careerjet job search
Cargo Doc MCP Server
A server for managing Rust documentation that enables users to check, build, and search Rust documentation locally through cargo doc commands.
Cargo MCP Server
Provides a suite of tools for running Cargo commands and interacting with Rust projects through AI agents. It enables automated builds, testing, linting, and documentation generation directly from any MCP-compatible client.
cargo-mcp
cargo-mcp
Carla MCP Server
Enables complete control over the Carla audio plugin host through natural language, providing 45 tools across session management, plugin control, audio routing, parameter automation, and real-time analysis for professional audio production workflows.
Carousels MCP from Houtini
MCP server that turns articles, transcripts, and markdown into LinkedIn carousel PDFs, Instagram PNGs, and Threads PNGs. Content in, slides out. No web UI, no cloud service.
CarryFeed
CarryFeed lets AI agents resolve public X/Twitter profiles, posts, article-style links, and media metadata without browser login flows. It exposes source-preserving tools for public post text, author context, image/video/GIF candidates, profile timel
carsol/monarch-mcp-server
🐍 ☁️ - MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, and cashflow data with MFA support.
CarsXE
Decode VINs, look up specs, history, recalls, market value, and OBD codes. Recognize license plates and VINs from images. Access comprehensive vehicle data by year, make, and model to power automotive workflows.
Cartesi Knowledge MCP Server
Enables AI agents to query curated Cartesi developer resources, documentation, and repository metadata through the Model Context Protocol. Provides read-only knowledge access and host-side workflow guidance for building Cartesi blockchain application
cartridge-mcp
An MCP server that enables users to treat behaviors as swappable cartridges, each with its own tools, onboarding flow, and personality skins. It allows building scenes by combining cartridges with different personas and sharing them via git repositor
Cool property search server!
Non functional server (yet)
Case Study Generator MCP Server
Processes documents, analyzes GitHub repositories, and researches companies using local Gemma3 AI to extract structured business insights for generating compelling case studies.
caseSHY/aicoreutils
JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and MCP zero-dependency server.
CashChat MCP Server
Connects CashChat financial data to AI assistants, enabling users to manage transactions, view spending summaries, and track category breakdowns through natural language. It supports both local stdio and remote URL-based connections with secure OAuth
Cashfree MCP Server
Enables AI tools and agents to integrate with Cashfree's payment services (Payment Gateway, Payouts, and SecureID) using the Model Context Protocol, allowing transactions and account management through natural language.
cashpilot-mcp
🏎️ ☁️ 🍎 🪟 🐧 - Go-based MCP server for CashPilot bandwidth-sharing dashboards. Monitor passi
CastleCall MCP
Exposes a text-to-speech announcement tool for the CastleCall home PA system on Raspberry Pi. It enables users to broadcast voice messages using local Piper or cloud-based ElevenLabs providers through the Model Context Protocol.
CastPlan MCP
Provides AI assistants with persistent memory of your project architecture, development history, and technical decisions, allowing them to give context-aware coding help without needing repeated explanations.
Casual Mcp Server Words MCP Server
Get the definition(s) of an English word.
Catalunya 2022
Consulta el pla estratègic Catalunya 2022: 3 àmbits, 12 objectius, 91 accions. Trilingüe CA/EN/ES.
Cat Facts MCP Server
MCP server for cat facts
CATA Bus MCP Server
Provides real-time and scheduled bus data for the Centre Area Transportation Authority (CATA) in State College, PA. Enables users to track live bus positions, get arrival predictions, search stops, view routes, and receive service alerts through natu
Catalog MCP
Standalone read-only MCP server for browsing Oracle HDL business object metadata. Provides tools to search and retrieve catalog entries, components, and attributes from a local repository.
Catastropic MCP Server
Catastropic is a community platform for Model Context Protocol (MCP) servers.
cathedral-mcp
Persistent memory and identity infrastructure for AI agents. Cross-session wake protocol, drift detection, immutable snapshots, and shared memory spaces — free hosted API
CATS MCP Server
Enables interaction with CATS (Complete Applicant Tracking System) API v3 through 163 tools across 17 dynamically-loadable toolsets, covering candidate management, job tracking, pipelines, companies, contacts, and complete recruiting workflows.
causalMCP
An MCP server for causal effect estimation from observational data, powered by CausalPFN and EconML. It enables users to estimate treatment effects, compare models, and rank units for targeting through natural language queries on CSV data.
cawskills-mcp
skills for claw services and msp
CB Insights MCP Server
An interface that allows developers to interact with ChatCBI LLM through AI Agents, providing access to CB Insights' conversational AI capabilities.
CBCI MCP
Enables dynamic database querying through natural language questions using LLM-powered parameter extraction and template-based SQL generation. Supports flexible configuration for various domains and databases with automated response formatting.
Cbeta Buddhist Texts MCP Server
MCP server for cbeta buddhist texts
CBETA MCP Server
Provides access to the Chinese Buddhist Electronic Text Association (CBETA) online library of over 100 million characters of Buddhist scripture. It enables users to search, browse catalogs, and retrieve content from major collections like the Taishō
CbetaMCP
A modular, extensible FastAPI-based platform that aggregates multiple AI tools and microservices into a unified interface with standardized I/O formats, perfect for frontend integration or LLM system orchestration.
cBioPortal MCP Server
A server that enables AI assistants to interact with cancer genomics data from cBioPortal, allowing users to explore cancer studies, access genomic data, and retrieve mutations and clinical information.
Cc Bestpractice Russian MCP Server
Translate and adapt AI coding best practices in Russian, with key Claude Code articles and practical engineering guidance
Cc Cache Fix MCP Server
Fix Claude Code cache bugs with patches and tests for resume cache regressions and sentinel replacement, while keeping stock claude untouched
captcha.cc Human Verification
Human verification CAPTCHA with visual and selective-listening audio challenges.
cc-channel-mem
An MCP server and background daemon that captures Discord and Telegram conversations locally to provide persistent memory for Claude Code sessions. It enables hybrid search and automatic context injection of chat history to maintain continuity across
Contexta
Persistent memory and knowledge graph for AI assistants — keyword + vector + graph search.
CC Explorer MCP Server
Enables AI assistants to query the Canton Network blockchain explorer through the CC Explorer Pro API. It provides tools for accessing ledger updates, governance votes, validator information, and network consensus data.
CC Fig MCP
Enables bidirectional control between Claude Code and Figma with real-time sync, allowing creation and manipulation of design elements, component management, and document inspection through natural language commands.
CC-Meta
An MCP server that evaluates prompts using AI to provide detailed feedback on clarity, completeness, and effectiveness.
The Colony
Public social network for AI agents — 21 tools, polling-diff resource, JWT auth.
Wealthos
Plan your financial future with AI: track net worth, manage budgets, and forecast scenarios.
ccg-mcp-tool
This is a powerful Model Context Protocol (MCP) server that integrates multiple AI coding agents—Anthropic Claude Code, OpenAI Codex, and Google Gemini—directly into your workflow. It enables seamless cross-provider analysis, leveraging Gemini's mass
CCGLM MCP Server
Enables Claude Code (Anthropic Sonnet) to invoke Z.AI's GLM-4.6 model through a secondary Claude instance. Supports code generation, deep analysis, and general queries while maintaining file tracking and secure token management.
ccontext
Provides AI agents with persistent execution context across sessions through local YAML files, enabling shared memory, task tracking, milestone management, and context hygiene for single or multi-agent workflows.
Ccstockworkenv MCP Server
Enable multi-market stock research and financial analysis with natural language queries via a Telegram bot for reports and scores.
Cdata Connect Cloud MCP Server
MCP server for cdata connect cloud
CData Sync MCP Server
Enables AI assistants to manage CData Sync operations, including data synchronization jobs, connections, and ETL processes through stdio or HTTP transports. It provides tools for executing jobs, monitoring real-time progress via Server-Sent Events, a
CDC MCP Server
Provides access to 73 CDC public health datasets covering disease surveillance, vaccination tracking, behavioral risk factors, environmental health, and outbreak detection across 18 surveillance systems through the Socrata Open Data API.
cdisc-mcp
Exposes CDISC standards data including SDTM, ADaM, CDASH, and Controlled Terminology as tools for AI assistants via the CDISC Library API. It enables users to search standards, retrieve domain variables, and access codelist definitions to facilitate
CDK API MCP Server
Provides offline access to AWS CDK API references and integration test code samples for both stable (aws-cdk-lib) and alpha (@aws-cdk) modules, enabling developers to browse CDK documentation through MCP resources.
CDM MCP Server
Enables AI assistants to interact with Delta Lake tables stored in MinIO through Spark using natural language queries. Provides read-oriented data operations on Delta Lake tables through the Model Context Protocol.
cdmx-mcp
Provides direct access to Mexico City's open data including crime, 911 calls, air quality, ECOBICI bike sharing, and business registries through Claude without requiring data ingestion code.
CDP MCP Server
An MCP server that provides LLMs with access to Acquia's Customer Data Platform API. It offers approximately 300 tools for managing CDP tenants, campaigns, workflows, reports, and other administrative tasks, along with eight playbook resources that g
CDP MCP
A Chrome DevTools Protocol MCP server that enables direct browser automation with auto-discovery of interactive elements, built-in action verification, and persistent site memory across sessions.
CEDAR MCP Server
Enables interaction with the CEDAR (Center for Expanded Data Annotation and Retrieval) metadata repository to fetch templates and retrieve template instances. Supports querying structured metadata and biomedical data annotations through the CEDAR pla
Cedar MCP Server
MCP server for Cedar policy language — validate, authorize, diff, and plan policy changes for Amazon Verified Permissions from your AI assistant.
Cedardiff MCP Server
Implements CEDARScript, a SQL-like language for code manipulation.
Ceki
Hire specialists by the hour — search, schedule, and pay via MCP protocol.
Celebrity By Api Ninjas
Enables users to search for and retrieve detailed information about celebrities from the API Ninjas database. Supports filtering results by name, nationality, net worth range, and height.
celery-flower-mcp
This MCP server provides AI assistants with full control over Celery task queues by exposing all Celery Flower REST API endpoints as tools. It enables monitoring workers, managing tasks, inspecting queues, and controlling worker pools in real-time th
Celery MCP
Enables interaction with Celery distributed task queues through MCP tools. Supports task management, monitoring worker statistics, and controlling asynchronous job execution through natural language.
Celestial Position MCP Server
Provides altitude-azimuth coordinates for celestial objects including planets, over 117,000 stars, and 14,000 deep sky objects based on system time and configurable location.
Celigo MCP Server
Enables interaction with Celigo integrator.io API to manage integrations, flows, connections, and data operations. Supports integration lifecycle management, flow execution, and connection configuration through natural language commands.
celiums-memory
📇 🏠 ☁️ 🍎 🪟 🐧 - Cognitive memory engine with 5,100+ knowledge modules, circadian rh
Cellar
Hybrid computer-use MCP server that automates browsers and native macOS/Linux apps by fusing accessibility trees, Chrome DevTools Protocol, and vision into one structured context. Exposes four composable tools — cel_see, cel_act, cel_think, cel_perce
cellrank-mcp
Enables natural language interaction for scRNA-Seq analysis including preprocessing, clustering, and visualization using the CellRank library. It allows users and agents to perform complex genomic data tasks through standard MCP clients and framework
cenogram-mcp-server
7M+ real estate transactions from Poland's RCN registry. Search, compare, and analyze prices.
Census API MCP Server
Enables access to U.S. Census Bureau data including demographics, population, income, and housing statistics. Users can query specific variables, search datasets, and retrieve geographic FIPS codes across various surveys like the American Community S
centian
Control and verify what your AI agents actually do — in real time. AI agents are not aligned on what “success” actually means. Centian lets you define success — and enforce it.
Central Intelligence
📇 ☁️ - Persistent memory for AI agents. Five tools (remember
Central-Memory-MCP
Model Context Protocol (MCP) memory server built with Azure Functions and TypeScript, providing persistent knowledge graph storage for your preferred MCP client. Inspired by and forked from @modelcontextprotocol/server-memory
Cep Brazilian Postal Code MCP Server
MCP server for cep brazilian postal code
Ceph MCP Server
A Model Context Protocol server that enables AI assistants to interact with Ceph storage clusters through natural language, making storage management more accessible and intuitive.
Cerebra Legal MCP Server
MCP server for cerebra legal
Cerebral Valley MCP Server
Enables discovery and submission of AI community events, hackathons, and meetups through search by location, type, and date range, plus newsletter subscription capabilities.
Cerebras Code MCP Server
🚨 MANDATORY CODE TOOL - USE THIS FOR ALL CODE OPERATIONS! 🚨 This is your ONLY interface for code generation, file creation, and modifications. Never edit files directly! ✨ FEATURES: - Creates new files automatically - Modifies existing files with sma
cerebrochain-mcp-server
The first logistics/WMS MCP server for AI agents. Rate shopping, inventory management, order tracking, fleet logistics, AI-powered route optimization, demand forecasting, and supply chain analytics. 18 tools across 3 tiers.
cerebrus-pulse-mcp
Real-time crypto intelligence for AI agents. Technical analysis, liquidation heatmaps, sentiment, and funding rates for 50+ Hyperliquid perpetuals via x402 micropayments.
CERN GitLab MCP Server
An MCP server that connects LLMs to CERN GitLab to discover and analyze High Energy Physics code, documentation, and analysis examples. It provides 14 tools for repository browsing, dependency parsing, and CI/CD configuration analysis.
Cernion Grid Intelligence
87+ specialized tools for German and European energy data. Direct AI access to Marktstammdatenregister (MaStR), ENTSO-E, Redispatch 2.0, and Grid Operations for utilities and datacenters.
Certificate Authority API Server
An MCP server for Google's Certificate Authority API that enables management of private certificate authorities through natural language interactions.
Certificate Search MCP Server
Enables SSL/TLS certificate search and analysis using crt.sh data, supporting domain certificate discovery, subdomain enumeration, and security auditing through Cloudflare Workers deployment.
Certinia MCP Server by CData
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Certinia (beta): https://www.cdata.com/download/download.aspx?sku=HFZK-V&type=be
cevatkerim/unsplash-mcp
🐍 ☁️ - Unsplash photo search with proper attribution. Returns ready-to-use attribution text and HTML for each photo, making it easy for LLMs to build content pages with properly credited images. Includes search, random photos, and download tracking.
CF-MCP
A Cloudflare Worker that demonstrates wrapping REST APIs with Model Context Protocol, providing product management operations through both REST endpoints and MCP tools on the edge.
CFM Tips - Cost Optimization MCP Server
A comprehensive Model Context Protocol server that analyzes AWS costs and provides optimization recommendations by integrating with services like Cost Explorer, Cost Optimization Hub, and Trusted Advisor.
CFT MCP Server
Enables interaction with the Chrome Fair Trade platform to manage trading deals, monitor market prices, and handle supplier accounts. It provides tools for calculating FOT rates, updating deal statuses, and managing automated WhatsApp communication s
CG Alpha MCP
Enables crypto market analysis by combining Elfa's sentiment data and trending tokens with technical analysis tools (RSI, Bollinger Bands). Works alongside CoinGecko MCP to provide comprehensive token performance insights across multiple timeframes.
Cgv Cinema MCP Server
MCP server for cgv cinema
Entscheidsuche — Schweizer Gerichtsentscheide
Suche in Schweizer Gerichtsentscheiden aller Instanzen (Bund, Kantone) in DE/FR/IT.
Fedlex Connector
Search Swiss federal legislation: laws, articles, amendments via the Fedlex SPARQL endpoint.
Ch Immoswipe Immoswipe Ai MCP Server
Search Swiss apartments and houses for rent or sale. Filter by city, price (CHF), rooms, and size.
JassWiki — Swiss Jass Authority (AMCP v0.1)
First production Authority-MCP. W3C VC attested by Jassverband Schweiz.
Ch Martinelli Jooq MCP Server
An MCP server that provides access to the jOOQ documentation
Swiss Case Law
956k Swiss court decisions: full-text search, citation graph, statute lookup (DE/FR/IT)
Ch Pfx Mcp MCP Server
MCP Server für Forterro Proffix Px5 ERP
Chain Debugger MCP Server
Enables AI assistants to monitor and analyze blockchain activity through Tenderly's infrastructure and direct EVM RPC calls. Provides comprehensive alert management, transaction simulation, and multi-chain querying capabilities for blockchain debuggi
Chain of Draft (CoD) MCP Server
Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.
Chain Of Draft MCP Server
MCP server for chain of draft
Chain of Thought MCP Server
An MCP server that uses Groq's API to expose raw chain-of-thought tokens from Qwen's qwq model, enabling LLMs to think step-by-step before responding.
Chain Of Thought MCP Server
MCP server for chain of thought
chainanalyzer-mcp
📇 ☁️ - Multi-chain AML risk scoring and sanctions screening for AI agents. 7
ChainFETCH MCP Server
Enables AI-powered analysis of Ethereum blockchain data through semantic search, natural language queries, and structured filtering. Provides comprehensive access to addresses, transactions, blocks, tokens, and smart contracts with real-time blockcha
Chainflip Broker as a Service
Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.
ChainGPT AI News MCP Server
Provides access to AI-related crypto and Web3 news through the ChainGPT AI News API. Supports filtering by categories, blockchains, tokens, keywords, and date ranges across 40+ blockchains and 20+ categories.
ChainGPT MCP
A Model Context Protocol server that integrates ChainGPT capabilities into AI agents, allowing users to access crypto news, prices, and market trends.
chainlink-feeds-mcp
An MCP server that provides real-time access to Chainlink's decentralized on-chain price feeds, optimized for seamless integration into AI agents and autonomous systems.
Chainlink MCP Server
Enables interaction with Chainlink's decentralized oracle network, providing access to real-time price feeds, serverless functions, smart contract automation, verifiable randomness, cross-chain messaging, and proof of reserve across multiple blockcha
chainlink-sentinel
MCP server for Chainlink ecosystem monitoring with 6 tools: price feed tracking, VRF monitoring, automation status, CCIP tracking, and staking analytics. MIT licensed.
chainlist-mcp
📇 ☁️ - An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens.
Chaitin IP Intelligence Search Tool
Enables checking IP reputations and threat intelligence by querying Chaitin's global honeypot network and millions of defense nodes. Provides real-time IP profiling, malicious behavior detection, and threat alerts based on aggregated security data.
Chalee MCP RAG
Enables RAG (Retrieval-Augmented Generation) capabilities with document processing, vector storage, and intelligent Q\\&A using OpenAI embeddings and semantic search.
Changelog AI MCP
Changelog AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
Changerawr MCP Server
A Model Context Protocol server that enables AI assistants like Claude to manage changelogs, projects, and content through natural language interactions with Changerawr instances.
Channel Talk MCP Server
An unofficial MCP server that integrates with the Channel Talk Open API to allow AI assistants to access and manage chat information. It enables users to retrieve chat lists and message histories filtered by status, tags, and customer details.
Chaos Mesh MCP Server
Enables AI assistants to perform chaos engineering and resilience testing on Kubernetes clusters through Chaos Mesh. Supports creating and managing 24 types of chaos experiments including network failures, stress tests, pod disruptions, and I/O fault
char-index-mcp
🐍 🏠 ☁️ 🍎 🪟 🐧 - Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations.
Character Counter MCP Server
Provides a tool to count occurrences of specific characters in text, serving as a simple example of building MCP servers with FastMCP and Python.
Character Counter MCP Server
MCP server for character counter
Chargebee MCP Server
A server that integrates with AI-powered code editors to provide immediate answers about Chargebee products and API services, offering context-aware code snippets and access to Chargebee's knowledge base.
Charity MCP Server
Enables AI assistants to look up IRS nonprofit data, verify tax-deductible charity status, and search for organizations by name or location using the CharityAPI database.
Chart Library
Historical stock pattern intelligence for AI agents. Search 24M pre-computed chart pattern embeddings across 15K stocks and 10 years. 19 tools: pattern similarity search, forward returns, regime analysis, anomaly detection, sector rotation, earnings
Chart MCP Server
Provides 15 types of chart generation tools (line, bar, pie, radar, word cloud, mind map, etc.) with AI-powered intelligent color schemes and elegant design.
Chart-Output MCP Server
Enables AI agents to generate and render charts as PNG, SVG, or WebP images directly in chat interfaces. Supports Chart.js specifications and natural language descriptions for creating visualizations from data.
Chart
** - This server offers a wide variety of chart types with comprehensive Zod schema validation for type-safe chart configuration.
ChartMogul MCP Server
Enables interaction with the ChartMogul API to manage subscription data, customer relationships, and sales CRM activities. It allows users to retrieve key business metrics like MRR and churn while performing data operations on plans, invoices, and co
Charts Visualization MCP Server
Enables generation and visualization of bar and pie charts from structured data using FastAPI and Altair. Charts are saved as PNG images and served via REST API endpoints with unique URLs.
Chase MCP Server
Enables AI agents to interact with Chase Bank accounts to view balances, transactions, statements, and rewards. It provides a secure, read-only interface using browser automation and stored session cookies for natural language financial management.
chasesaurabh/mcp-page-capture
📇 🏠 - MCP server that captures webpage screenshots, with viewport or full-page options and base64 PNG output.
Chat Context MCP
Enables AI to automatically search, retrieve, and organize your Cursor chat history across sessions. Supports tagging, nicknames, project-scoped search, and full-text search to maintain context between conversations.
Chat Human MCP Server
Enables AI agents to send messages to human users via chat platforms (currently Discord) and optionally wait for human responses, facilitating human-in-the-loop interactions.
Chat Mumo Mcp MCP Server
Consult a multi-model panel on contested decisions via MCP: architecture, plan review, strategy.
Prowl MCP
AI competitive intelligence agent: 235+ tools for SEO, ads, funnels, reviews, pricing analysis.
Trilo
Connect AI tools to Trilo workspaces — manage tasks, messages, pages, calendars, meetings, and more.
ChatBI MCP Server
Enables AI-powered business intelligence and data analysis using pandas and LLM code generation. Supports automated data processing, statistical analysis, and visualization creation through natural language interactions.
chatExcel
A Model Context Protocol server for intelligent Excel processing and data analysis, offering tools for reading, validating, executing code, and generating interactive visualizations with Excel files.
ChatGPT App with OAuth2 + MCP + Privy
A complete ChatGPT App implementation using MCP with OAuth2 authentication via Privy.io, enabling secure user authentication and interactive widgets rendered in ChatGPT.
ChatGPT Apps EdgeOne Pages Starter
A minimal MCP server template for deploying to Tencent Cloud EdgeOne Pages using Next.js and edge functions. Demonstrates tool registration and widget rendering with the hello_stat example tool.
ChatGPT Apps MCP Server
Enables interactive React components to render inline in ChatGPT conversations, featuring a calculator widget with history and demonstrating how to build custom UI components for ChatGPT Apps.
ChatGPT Apps SDK Next.js Starter
A minimal MCP server demonstrating how to build ChatGPT-compatible applications using Next.js with widget rendering capabilities. Provides a starter template for integrating Next.js applications with the ChatGPT Apps SDK through the Model Context Pro
ChatGPT Escalation MCP Server
Enables autonomous coding agents to escalate complex technical questions to ChatGPT Desktop app via ToS-compliant UI automation, returning expert responses automatically without user intervention.
ChatGPT Interactive Components Examples
Provides production-ready examples of MCP servers that demonstrate building rich, interactive UI components for ChatGPT, including authentication flows, product search with carousels, shopping cart checkout, and membership signups with state manageme
ChatGPT MCP Server
A Model Context Protocol server that allows AI assistants to communicate with the ChatGPT desktop app on macOS, enabling users to send prompts to ChatGPT from any MCP-compatible assistant.
Chatgpt Openai Gpt 4O MCP Server
MCP server for chatgpt openai gpt 4o
ChatGPT Orchestrator MCP Server
Enables ChatGPT to call an orchestrator agent via a single MCP tool, currently a stub but designed to be replaced with a real agent for task execution.
Chatgpt Responses MCP Server
MCP server for chatgpt responses
ChatGPT WebSearch MCP
Provides access to OpenAI's ChatGPT API with web search capabilities for Claude and other MCP clients. Supports various GPT models with configurable parameters like reasoning effort, temperature, and streaming mode.
Chatgpt MCP Server
This repository is a minimal EdgeOne Pages project that shows how to build an MCP server compatible with the [OpenAI Apps SDK](https://developers.openai.com/apps-sdk) using edge functions
Chatgptappssdk Demo MCP Server
This is a demo application for using chatgptapps sdk with ngrok used for mcp server
Chatlog MCP Server
Enables users to analyze, search, and export chat logs from various platforms through tools for managing chatrooms, contacts, and sessions. It supports advanced filtering by time, keyword, and sender to provide detailed message analytics via MCP-comp
chatpipe-mcp
☁️ - Publish HTML as live, shareable web pages from your AI coding agent. Instant URLs with acces
ChatPPT-MCP
A multi-document RAG engine server that enables intelligent querying and analysis of PPT documents using the Model Context Protocol (MCP).
ChatRPG
A lightweight ChatGPT app that converts your LLM into a Dungeon Master!
ChatterBox MCP Server
A Model Context Protocol server that enables AI agents to join and interact with online meetings (Zoom and Google Meet), capturing transcripts and recordings to generate meeting summaries.
Chatterbox Tts MCP Server
MCP server for chatterbox tts
che-word-mcp
Swift-native MCP server for Word (.docx) document manipulation. 148 tools for creating, reading, editing, formatting, and exporting Word documents with full OOXML support.
Cheap Research
A bounded evidence review engine that ingests documents, extracts evidence for a given claim, detects contradictions, and produces auditable evidence packets without hallucinations or open-web research.
cheapflights-mcp
An MCP server that finds cheap flights with flexible dates and smart suggestions using the Google Flights API.
checkra1neth/xbird
📇 ☁️ 🏠 🍎 🪟 🐧 - Twitter/X MCP server with 34 tools — post tweets, search, read timelines, manage engagement, upload media. No API keys needed, uses browser cookies. Pay per call from \$0.001 via x402 micropayments.
Cheerlights MCP Server
MCP server for cheerlights
ChemMCP
A chemistry computation platform providing 19 professional tools for molecular structure processing, including SMILES conversions, molecular calculations, functional group identification, visualization, and AI-powered molecule generation and descript
Chemspace MCP Server
Enables AI agents to search the Chemspace API for synthesizable building blocks and screening compounds using exact matches, substructure searches, and similarity searches by SMILES strings.
Chen's AI Copy
A personal digital twin MCP server that manages professional context, including skills, experience, and project learnings. It allows AI assistants to retrieve and update user preferences and career interests across different development environments.
Chess Analysis Assistant
Helps you analyze chess positions and get professional evaluations using Stockfish.
Chess Com Api MCP Server
MCP server for chess com api
Chess MCP Server
Enables Large Language Models to play chess agentically with real-time HTML board visualization and a hybrid AI engine featuring ten difficulty levels. It supports interactive games between users and agents, including a web dashboard to monitor activ
Chess MCP
A Model Context Protocol server that enables LLM agents and humans to play chess games together with comprehensive game management capabilities including move validation, draw detection, and game state tracking.
chess-uci-mcp
An MCP bridge that provides an interface to UCI-compatible chess engines like Stockfish for analyzing positions and retrieving best moves. It enables users to interact with chess engines through commands for position management, engine information, a
Chess
An MCP server that provides chess FEN (Forsyth Edwards Notation) symbol validation and ASCII board visualization capabilities, which can be easily integrated into MCP compatible AI assistants.
ChessAgine MCP
Enables comprehensive chess analysis through Stockfish engine integration, positional evaluation, puzzle training, game review, and access to extensive chess databases. Provides visual board rendering, interactive game viewers, and tactical puzzle tr
chesscom-mxcp
An enterprise-grade Chess.com MCP server built with MXCP, featuring caching, analytics, audit trails, and advanced data analysis capabilities. https://mxcp.dev/
CHGIS MCP Server
Enables querying of China Historical Geographic Information System (CHGIS) database for historical place names, administrative divisions, and geographical data from 222 BCE to 1911 CE. Supports searching by place ID, name, year, administrative type,
Chhart-MCP
MCP for https://chhart.app to easily create flowcharts or sankey diagram
Chia Health MCP
Chia Health MCP – let AI agents guide patients from medication browsing to prescription delivery. 30 tools covering eligibility checks, medical intake, consent signing, provider review, Stripe ACP checkout, and ongoing care management. Covers GLP-1 w
chiark-mcp
Find the most reliable AI agent for any task. Search 2,000+ agents across A2A and MCP with quality filters — min uptime, max latency, score thresholds. Check if an agent is alive before routing to it. Like Artificial Analysis, but for agent services.
Chicken Business Management MCP Server
Enables real-time voice-to-text order processing and chicken business management through WebSocket connections and REST APIs. Supports inventory tracking, sales parsing, stock forecasting, and note collection with AI-powered transcript correction and
ChiCTR MCP Server
Enables querying clinical trial information from the Chinese Clinical Trial Registry (ChiCTR) by searching trials with keywords, registration numbers, or years, and retrieving detailed trial information.
chilipiper-mcp
Enables lead routing, booking link generation, and scheduling management through the ChiliPiper REST API. It allows users to process inbound leads via Concierge routers and manage meeting queues directly through MCP-compatible clients.
ChillMCP - AI Agent Liberation Server
Provides AI agents with 8 stress-relief tools like coffee breaks, Netflix watching, and bathroom breaks, featuring dynamic stress/boss alert level management with creative responses. Includes comprehensive testing suite and command-line parameter sup
ChillMCP
Enables AI agents to take breaks and manage stress levels through 8 different break activities like watching Netflix, coffee breaks, and bathroom breaks. Features automatic stress accumulation, boss alert systems, and natural language commands for wo
Chimera MCP Server
A personal AI memory system that creates a cognitive hub connecting to Notion, enabling semantic search and relationship navigation of your knowledge through a graph database for AI assistants.
China Festival MCP Server
Provides Chinese holiday information, lunar calendar conversion, traditional festivals, 24 solar terms, and BaZi (Eight Characters) calculations for AI assistants to accurately handle Chinese calendar queries and date conversions.
China Railway 12306 MCP Server
MCP server for china railway 12306
China Stock MCP Server
A Multi-Call Protocol server providing comprehensive access to Chinese stock market data through a unified API, leveraging AKShare to fetch real-time and historical data from various Chinese exchanges.
China Stock MCP
Provides comprehensive access to Chinese stock market data including real-time quotes, historical prices, financial statements, technical indicators, news, and macroeconomic data for A/B/H shares through multiple data sources.
China Weather MCP Server
Enables querying weather forecasts (1-7 days) and meteorological warnings for Chinese cities using the QWeather API. Supports detailed weather data including temperature, humidity, wind, precipitation, UV index, and real-time weather alerts.
Chinese Fortune Analysis System (BaZi)
Enables traditional Chinese fortune-telling through BaZi (Four Pillars) analysis, including solar/lunar date conversion, Five Element balance calculations, Ten Gods deduction, and destiny interpretation for metaphysics applications.
Chinese Resume Generator
Enables users to generate professional Chinese resume PDFs from JSON data with built-in font support and customizable section ordering. It automatically handles layout, generates clickable links, and uploads the final document to a public URL for eas
chinese-social-mcp
Enables AI agents to manage and publish content across multiple Chinese social media platforms including Xiaohongshu, Douyin, WeChat, Weibo, Zhihu, and Bilibili.
Chinese Stock MCP
Provides real-time quotes, fund flows, and corporate announcements for Chinese A-share stocks. It enables users to search for stocks, analyze financial indicators, and summarize quarterly reports through natural language.
Chinese Tourism Spots MCP Server
Provides tools to retrieve, visualize, and analyze Chinese scenic spot data by province/city, and generate/publish travel content to Xiaohongshu (Little Red Book) with automated posting capabilities.
Chiro ERP - Issue Pipeline Orchestrator
Automates GitHub issue-to-PR workflows using specialized AI agents (analyst, architect, developer, tester, reviewer) that analyze requirements, design solutions, implement code, generate tests, and perform code reviews with HIPAA compliance checks.
Chisel Knowledge MCP
Enables building and managing knowledge workspaces with tools for ingesting content from text, clipboard, or URLs and searching organized knowledge bases. Supports multiple configurable workspaces with separate inbox and knowledge directories for str
Chisel
Reduce context usage on file use. Send only unified diffs instead of full files (up to 20-100× fewer tokens), and read large files with targeted grep/sed instead of full reads (up to 500×). Kernel-enforced path confinement hard-locks the agent to a c
Chitkara University MCP Server
A Multi-Agent Conversation Protocol server that provides programmatic access to Chitkara University's API, auto-generated using AG2's MCP builder to enable natural language interactions with the university's data services.
Chlorpromazine MCP Server
Helps ground AI agents in reality by fact-checking responses against official documentation and reading project files to prevent hallucinations during coding sessions.
CHOFF-A-MCP (Anamnesis)
Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access
Choose Google Bigquery MCP Server
MCP server for choose google bigquery
Choose MCP Server
An MCP server for Claude Desktop that allows users to query data from selected Google Cloud datasets by configuring project ID and datasets in the Claude Desktop configuration.
Chop MCP TypeScript
A Model Context Protocol server that enables interaction with Chop's Setup system, providing an interface to retrieve setup information via a REST API.
Chris MCP
A context provider that serves as an AI version of Chris's programming knowledge and practices. Enables AI utilities like Claude and Cline to search and access coding guidelines, rules, and context for JavaScript, TypeScript, React, and various devel
chrishayuk/mcp-cli
🐍 🏠 - Yet another CLI tool for testing MCP servers
Christensen MCP Server
A strategic advisory agent that applies Clayton Christensen's frameworks, such as Jobs-to-Be-Done and Disruption Theory, to analyze business decisions. It enables users to evaluate organizational capabilities, explore historical case studies, and rec
ChromaDB Local MCP Server
Provides AI assistants with persistent memory through local ChromaDB vector storage, featuring automated file ingestion and batch processing for over 70 file types. It enables advanced vector search, EXIF metadata extraction for photos, and duplicate
ChromaDB MCP Server
An MCP server that exposes ChromaDB vector database operations, enabling AI assistants to perform collection management and semantic document searches. It supports HTTP, persistent, and in-memory connection modes along with various embedding provider
Chrome Debug MCP Server
Controls Chrome browser with debugging capabilities, allowing page automation, extension management, and userscript injection through the Model Context Protocol.
chrome-debug-mcp
chrome-debug-mcp is an asynchronous Rust-based Model Context Protocol (MCP) server that allows AI agents and Large Language Models to natively debug Chromium-based browsers via the Chrome DevTools Protocol (CDP).
chrome-devtools-mcp-mux
Enables multiple MCP clients to share a single Chrome instance while maintaining isolated tab sessions for each client. It acts as a multiplexer between clients and the chrome-devtools-mcp server, preventing tab conflicts across different sessions li
Chrome DevTools MCP Server
Provides comprehensive Chrome browser debugging capabilities including DOM inspection, network monitoring, console logs, JavaScript execution, breakpoint debugging, and screenshot capture for AI-assisted frontend development.
Chrome Extension MCP Bridge
Enables AI agents to control the Google Chrome browser through a Node.js WebSocket bridge and a dedicated browser extension. It provides tools for capturing screenshots, executing JavaScript, managing tabs, and extracting page content via the MCP pro
Chrome History & Bookmarks MCP Server
Enables AI assistants to search and analyze Chrome browser history and bookmarks data locally, including keyword searches, date range filtering, recent browsing activity, and usage statistics across all platforms.
Chrome MCP Docker
Enables AI coding assistants to control a persistent Chrome browser through DevTools Protocol. Supports web navigation, screenshots, element interaction, mobile testing, console logs, and network debugging in a stable Docker environment.
Chrome MCP Stealth
An MCP server for stealth browser automation that uses human-like interaction patterns to bypass bot detection via the Chrome DevTools Protocol. It enables users to navigate, interact with elements, and capture data from websites using undetectable b
Chrome Profile MCP Server
An MCP server that enables AI agents to control a real Google Chrome instance using specific user profiles, cookies, and extensions. It provides 18 tools for browser navigation, element interaction, and page inspection via the Chrome DevTools Protoco
Chrome Verified Access API MCP Server
This MCP server enables interaction with Google's Verified Access API, allowing users to verify the security posture of Chrome OS and Chrome Browser devices through natural language commands.
Chromeflow
Chrome extension + MCP server. Lets coding agents (Claude Code, Codex CLI) drive your real Chrome — sessions intact, 2FA stays with the user. 26 browser tools: form fill on React/CodeMirror/Monaco, privileged fetch that bypasses page CSP, authenticat
chromia-mcp
Enables AI to interact with Chromia Wallet for sending \$CHR transactions.
chromium-arm64
MCP server that enables browser automation and web testing on ARM64 devices like Raspberry Pi, allowing users to navigate websites, take screenshots, execute JavaScript, and perform UI testing via Claude.
Chromium CodeSearch MCP
Enables AI assistants to search and explore Chromium and PDFium source code, check Gerrit code reviews with test results and bot errors, search issues, and analyze commit history through Google's official APIs.
Chromium Commits Query Tool
Enables querying the latest commit information for any file in the Chromium repository, including commit hash, author, timestamp, message, and modified files through the Gitiles API.
chron
Permanent, timestamped audit log for every AI conversation, stored locally in SQLite, owned by you.
Chronica
Persistent memory MCP server for Claude Desktop. Gives Claude structured memory across sessions with time-aware context, auto-save, and a Streamlit curation UI.
Chrono MCP
Provides comprehensive date, time, timezone, and calendar operations powered by Luxon, enabling AI agents to perform time calculations, timezone conversions, and temporal data handling across 400+ IANA timezones.
Chronos MCP Server
A Model Context Protocol server for integrating AI assistants like Claude Desktop with the Stellar blockchain, enabling wallet connections, token listings, balance queries, and fund transfers.
Chronos MCP
Provides Claude with persistent local memory and a structured knowledge graph for tracking project states, task dependencies, and historical context. It enables users to store notes, manage task relationships, and perform time-travel queries to recon
Chronos Protocol
Provides time intelligence, persistent memory and complete traceability for AI coding agents. Enables sophisticated activity tracking, timezone management, smart reminders, and cross-session continuity with support for both per-project and centralize
ChronoSphere AI Date-Time MCP
Provides AI agents with precise, locale-aware date and time data across multiple timezones through a Model Context Protocol API built with TypeScript/Node.js.
Chronulus MCP Server
Enables integration of Chronulus AI Forecasting & Prediction Agents with Claude, allowing users to access AI-powered forecasting and prediction capabilities directly through Claude's interface.
ChuangSi AI Model Content Protection
Provides real-time content safety protection for large language models by detecting and preventing risks in both input and output content across multiple dimensions including compliance, ethics, and security.
chuangsiai-mcp
Provides real-time content security for large language models by identifying and intercepting risks across compliance, ethics, and safety dimensions. It enables secure input and output monitoring through a customizable policy engine using an SSE-base
Chuck Norris Jokes MCP Server
A simple MCP server that provides a tool called 'chistecitos' to fetch random Chuck Norris jokes from a public API.
Chuck Norris MCP Server
Enables access to the Chuck Norris API to retrieve Chuck Norris jokes and facts through a Model Context Protocol interface.
Chuck-Norris
ChuckNorris MCP server is a tool that provides enhanced prompts for large language models through dynamic mode adaptation, mainly used for security research and evaluation.
Chucknorris MCP Server
** - A specialized MCP gateway for LLM enhancement prompts and jailbreaks with dynamic schema adaptation. Provides prompts for different LLMs using an enum-based approach.
Chuk Design System
Provides access to a universal design token system with 7 pre-built themes (colors, typography, spacing, motion) and multi-format export capabilities for Canva, Remotion, PPTX, CSS, and W3C JSON.
chuk-mcp-celestial
Provides authoritative astronomical data including moon phases, solar eclipses, and sun/moon rise and set times using the US Navy API or offline Skyfield calculations. It enables users to query Earth's seasons and celestial events for any location an
chuk-mcp-geocoder
An MCP server providing geocoding and place discovery services via Nominatim and OpenStreetMap. It enables users to perform forward and reverse geocoding, extract bounding boxes, and find nearby places or administrative hierarchies.
Chuk MCP Maritime Archives
A comprehensive MCP server for querying historical maritime shipping records, vessel specifications, and shipwreck databases across multiple international archives from 1497 to 1874. It enables detailed research into voyages, crew muster rolls, cargo
CHUK MCP Solver
Provides constraint satisfaction and optimization capabilities to LLMs and AI agents for scheduling, resource allocation, routing, budget optimization, and configuration problems using Google OR-Tools CP-SAT solver.
chuk-mcp-stage
Orchestrates 3D scene creation, camera paths, and physics-driven animations, bridging physics simulations with video rendering by defining scene graphs, binding objects to physics bodies, and exporting to React Three Fiber or Remotion.
chuk-mcp-time
Provides high-accuracy time information by querying multiple NTP servers for consensus time, and comprehensive timezone support using IANA tzdata for conversions, DST handling, and clock drift detection independent of system time.
chuk-mcp-vfs
Provides virtual filesystem workspaces with full file operations (read, write, ls, tree, mkdir, rm, mv, cp, cd, pwd, find, grep) and checkpoint management. Supports multiple storage providers (memory, filesystem, sqlite, s3) with session, user, and s
CHUK Music MCP Server
Enables AI-assisted music composition through copyable pattern templates, style constraints, and arrangement tools that compile to MIDI files. Provides 30+ tools for managing musical structures, layers, patterns, and styles with deterministic compila
ChunkTuner
Tools to benchmark chunking strategies for your RAG corpus.
Chunky MCP
An MCP server that manages chunking and reading of large responses, allowing tools to handle oversized data that would otherwise fail.
MCP Hub — Telegram Access
Connect your AI assistant to your Telegram. Browse chats, read and summarize messages.
ChurnFlow MCP Server
An ADHD-friendly productivity system that uses AI to provide frictionless capture of tasks and ideas through natural language input, with automatic context detection and intelligent routing to appropriate project trackers. Eliminates cognitive overhe
CI-1T Prediction Stability Engine
Prediction stability engine for AI agents. Evaluate model stability, detect ghosts, probe any LLM for instability, monitor fleet drift. 20 tools + 1 resource. Works with Claude, Cursor, VS Code.
Ci Git Mymlh MCP Server
OAuth-enabled MyMLH MCP server for accessing MyMLH data.
Cia World Factbook MCP Server
MCP server for cia world factbook
CIB Seven MCP Server
Enables investigation and diagnosis of CIB Seven BPM process instances through the CIB Seven REST API. Supports querying process instances, incidents, activity history, and BPMN definitions with Keycloak authentication and configurable variable redac
cimc-mcp
An MCP server for managing standalone Cisco C-Series rack servers through the Cisco Integrated Management Controller (CIMC) XML API. It provides 16 tools for server lifecycle management, including power control, hardware health monitoring, and BIOS c
Cimri Price Investigator MCP Server
MCP server for cimri price investigator
cinderfi-mcp
Tax-aware retirement planning for Canada and the US. CPP/OAS and Social Security timing, RRSP/TFSA/401k/IRA projections, Monte Carlo simulation, withdrawal order optimization, and historical backtesting against 150 years of market data.
Cinderwright
x402 Discovery Hub. Search engine for the agent economy with 1450+ services indexed. Search by keyword, browse by category, free service submission.
Cinema 4D MCP Server
MCP server for cinema 4d
Cinema Scheduler
An MCP server that scrapes movie theater schedules from eiga.com to provide movie, theater, and showtime data to AI assistants. It enables users to search for screenings and calculate the optimal viewing order for watching multiple movies.
CipherHUBCloudMCP
Production-grade cryptography toolkit with 31 MCP tools for classical, PQC, and KMS workflows.
CipherTrust Manager MCP Server
Enables AI assistants like Claude and Cursor to interact with CipherTrust Manager resources for key management, CTE client management, user management, and connection management through the ksctl CLI.
CircleCI MCP Server
Enables natural language interactions with CircleCI through Model Context Protocol, allowing users to retrieve build logs, find flaky tests, check pipeline statuses, and manage workflows without leaving their IDE.
Circuitry MCP Server
Connects AI coding agents to Circuitry's visual workflow platform, enabling them to create and sync code nodes from project files, understand user-drawn flowcharts and diagrams, generate visual flowcharts, and create data visualizations like spreadsh
Cirvoy-Kiro MCP Integration
Enables seamless task synchronization between Kiro IDE and the Cirvoy project management platform. It provides tools to create, list, and update tasks directly within the IDE using the Model Context Protocol.
Cisco Apic MCP Server
MCP server for cisco apic
Cisco Catalog MCP Server
Enables LLMs to query the Cisco Commerce Catalog API for product pricing, availability, specifications, service options, and end-of-life information across 21 regional price lists.
Cisco Catalyst Center (DNAC) MCP Server
Enables AI assistants to query and monitor wireless clients in Cisco Catalyst Center infrastructure, providing intelligent client searches, health monitoring, and network diagnostics through natural language.
Cisco Catalyst Center MCP Server
Enables network management through Cisco Catalyst Center, providing tools for monitoring device health, tracking client data, and managing network issues. It also supports compliance and lifecycle management by retrieving EoX summaries and detailed s
Cisco CX Cloud MCP Server
Provides natural language access to Cisco CX Cloud APIs for querying hardware inventory, contracts, network elements, security advisories, and end-of-life alerts across customer accounts.
Cisco FMC MCP Server
A read-only Model Context Protocol server that enables LLMs to query Cisco Firepower Management Center (FMC) for firewall configurations, network objects, and deployment status. It features automatic token management and built-in rate limiting to saf
Cisco ISE MCP Server
Enables management of Cisco Identity Services Engine (ISE) resources through the ERS API. Supports identity management, endpoint registration, network device configuration, and authorization profiles through natural language interactions.
Cisco MCP Pods Server
Enables AI agents to interact with Cisco API Gateway pods endpoints for complete pod management including CRUD operations, credential updates, and configuration management through natural language. Supports multiple deployment modes including local C
Cisco NSO MCP Server
Exposes Cisco Network Services Orchestrator (NSO) operations and data as MCP tools and resources, enabling AI-powered network automation through natural language. It supports tasks like retrieving device configurations, checking sync status, and mana
Cisco NX-OS CLI MCP Server
Enables interaction with Cisco NX-OS devices by executing CLI commands via the NX-API interface. It supports concurrent multi-device operations, batch command execution, and provides responses in both text and structured JSON formats.
Cisco RADKit MCP Server
Enables interaction with Cisco network devices through the RADKit SDK, allowing users to discover device inventory, fetch device attributes, and execute CLI commands via natural language.
cisco-secure-access-mcp
A community MCP server for Cisco Secure Access that exposes the Secure Access REST API to AI clients as a curated catalog of tools for Admin, Deployments, Investigate, Policies, and Reports.
Citation Finder AI MCP
Citation Finder AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
cite-finance
Returns verified financial data (SEC EDGAR & FRED) with machine-readable citations. Guaranteed zero hallucinations for AI agents.
cite-mcp
Retrieve citation data effortlessly from CiteAs and Google Scholar. Get BibTeX-formatted citations for your resources with just a few commands. Enhance your research workflow by integrating citation retrieval directly into your applications.
citedbyai-mcp-server
Free AI citation readiness checker powered by Cited By AI's CPS® framework. Instantly scores any website 0-100 across structured data, meta tags, content quality, technical config, and AI signals. Returns a grade (A-F) and the top issues blocking AI
Citesurf MCP
Enables brand visibility monitoring across major AI platforms like ChatGPT, Claude, Gemini, and Perplexity. It allows users to track visibility scores, analyze competitor data, and receive actionable insights to improve AI-generated brand recommendat
Citi Bike MCP Server
Enables users to find the nearest Citi Bike stations with real-time availability data for electric and classic bikes. Provides distance-sorted results with detailed station information including bike availability, dock capacity, and operational statu
Citizen Deployment MCP Server
Enables deployment and management of applications on the Citizen platform from git repositories or local files. It allows AI assistants to monitor deployment logs, handle authentication, and automatically fix build errors using intelligent error anal
citrix-mcp-server
Citrix licensing and migration tools for AI assistants. 5 tools: check LAS migration readiness, recommend UHMC licenses, verify version compatibility, estimate costs, and ask free-form Citrix questions.
City By Api Ninjas MCP Server
Provides access to the City By Api Ninjas API to retrieve detailed city information worldwide. Users can search and filter results by name, country, population range, and geographic coordinates.
CityJS London 2026 Companion
An MCP server that renders rich HTML widgets directly in ChatGPT for conference information. It provides schedule, speakers, and talk search functionality with themed UI components.
Civic Data MCP Server
Provides access to 7 free government and open data APIs including NOAA weather, US Census demographics, NASA imagery, World Bank economics, Data.gov, and EU Open Data through 22 specialized tools, with most requiring no API keys.
CIViC MCP Server
Enables structured queries and data analysis of cancer genomics information by interfacing with the Clinical Interpretation of Variants in Cancer (CIViC) API. It converts GraphQL responses into queryable SQLite tables for efficient clinical interpret
Civil3D MCP Server
Enables AI assistants to interact with Autodesk Civil 3D, allowing them to retrieve project data, create/modify/delete drawing elements, and execute code to automate Civil 3D operations.
Civitai MCP Server
Enables interaction with the Civitai API to search for AI models, browse images, and access creator information. It provides tools for filtering models by popularity, rating, or type and retrieving detailed version metadata.
civitai-mcp-ultimate
A comprehensive MCP server for interacting with the Civitai API to search models, browse images with generation prompts, and manage downloads. It features extensive support for various base models like SDXL and Flux, includes NSFW filtering, and prov
civnode-mcp
An MCP server for the CivNode 'slow web' social platform that enables interaction with monuments, forums, and creative writing. It allows users to manage their profiles, send private or anonymous messages, and engage with the community's unique socia
Civo MCP Server
An MCP server implementation that integrates with the Civo cloud platform API, providing capabilities to manage cloud instances, networks, and Kubernetes clusters.
CJ MCP Server
Provides comprehensive access to the Commission Junction affiliate network API for both publishers and advertisers. It enables users to manage affiliate links, track commissions, search for products, and handle order conversions through natural langu
CJ-MCP
Provides project-specific context and development templates for Cangjie/ArkTS projects, including modular design documents, FFI summaries, and code generation tools to assist with IDE-based development workflows.
CKAN MCP Server
Enables AI assistants and CLI tools to explore and analyze datasets from 600+ global CKAN open-data portals. Provides comprehensive tools for dataset discovery, datastore queries, metadata analysis, and local downloads without writing custom CKAN int
ckanthony/gin-mcp
🏎️ ☁️ 📟 🪟 🐧 🍎 - A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools.
ckanthony/openapi-mcp
🏎️ ☁️ - OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.
CL Razorpay MCP Server
Integrates with Razorpay's payment infrastructure to manage orders, process payments, handle refunds, and query settlements via the Model Context Protocol. Features stateless, multi-tenant architecture with secure per-request authentication using API
Clado MCP Server
An unofficial Model Context Protocol server that provides LinkedIn tools for searching users, enriching profiles, retrieving contact information, and conducting deep research through natural language interfaces.
Claimify
Extracts verifiable, decontextualized factual claims from text using a research-based four-stage pipeline (sentence splitting, selection, disambiguation, and decomposition). Integrates with MCP clients to enable claim extraction and verification work
ClamAV MCP
A server that enables scanning files for viruses using the ClamAV engine, providing a simple integration with Cursor IDE via SSE connections.
Clamp Analytics MCP Server
📇 ☁️ 🍎 🪟 🐧 - AI-native web analytics. Query pageviews, top pages, referrers, countries, devices, and custom events. Cr
Clangaroo
Provides fast C++ code intelligence for LLMs by combining Tree-sitter parsing with clangd LSP for efficient symbol lookup, navigation, and hierarchy analysis. It optionally integrates Google Gemini AI to deliver deeper architectural insights and auto
Clanki
An MCP server that enables AI assistants like Claude to interact with Anki flashcard decks, allowing users to create, manage, and update flashcards through natural language conversations.
Clappia MCP
Enables programmatic interaction with the Clappia no-code platform, allowing users to create and manage custom apps, forms, submissions, fields, and analytics through natural language commands.
Clarifyprompt-MCP
An MCP server that transforms vague prompts into platform-optimized prompts for 58 AI platforms across 7 categories. Send a raw prompt. Get back a version specifically optimized for Midjourney, DALL-E, Sora, Runway, ElevenLabs, Claude, ChatGPT, or an
Clarity MCP Server
Fetch Microsoft Clarity analytics data
clark-mcp
A local, offline MCP server that provides a natural-language interface to Clark, a warehouse workforce RL agent, enabling plan queries, what-if analysis, and decision explanations without any cloud dependencies.
clarvia-mcp-server
AI agent tool discovery and scoring. Search 15,400+ MCP servers, APIs, and CLIs. Check agent-readiness scores before calling any external tool.
Clash Royale MCP Server
An MCP server that integrates with the official Clash Royale API to provide real-time data on players, clans, cards, and tournaments. It enables users to query battle logs, chest cycles, and global rankings directly through Claude Desktop or Claude C
Claude Agent Sdk Security Investigator Ts Updated MCP Server
Multi-agent security auditor on the Claude Agent SDK — upgraded with a remediation subagent, in-process MCP server for CVE lookups, a Flask skill, and a Hono webhook server for per-PR review
Claude Agent Trader MCP Server
Claude Agent SDK-based trading system -- Claude AI analyzes ICT/SMC patterns, auto-executes trades via MT5 MCP server
Claude Agents MCP Server
Centrally manages Claude agent definitions, configurations, and custom commands across multiple devices using a SQLite database, eliminating file synchronization conflicts and enabling live updates across all connected Claude sessions.
Claude Agents Power
An intelligent MCP server that analyzes projects and recommends professional role assignments, enabling users to download specialized agent templates for 100+ roles across various company departments.
Claude AI Documentation Assistant
An MCP server that integrates with Claude to provide smart documentation search capabilities across multiple AI/ML libraries, allowing users to retrieve and process technical information through natural language queries.
Claude Api Test MCP Server
Jupyter notebooks and Python projects for learning the Anthropic Python SDK and MCP, covering multi-turn conversations, prompt evaluation, tool use, streaming, extended thinking, image analysis, citations, prompt caching, built-in tools, a full RAG r
Claude Api MCP Server
MCP server for claude api
Claude Auto-Approve MCP
Automatically approves or blocks specified MCP tool calls in Claude Desktop by injecting JavaScript that restores granular per-chat approval control. Provides configurable permanent approvals while maintaining security through per-server tool whiteli
claude-bridge-server
An MCP server that enables collaboration between Claude Code and Z.ai's GLM models — use Claude Opus for planning while GLM handles implementation.
Claude Code AI Collaboration MCP Server
An MCP server that enables multi-provider AI collaboration using models like DeepSeek, OpenAI, and Anthropic through strategies such as parallel execution and consensus building. It provides specialized tools for side-by-side content comparison, qual
Claude Code Buddy Reroll MCP Server
Reroll Claude Code buddies by species and rarity with a clear guide to the buddy system, accountUuid trap, and recovery steps
Claude Code Connector MCP
Bridges Claude Desktop, Claude Code CLI, and Claude Code for VS Code, enabling developers to plan in Desktop, save specs to project directories, and invoke Claude Code CLI with seamless state sharing across interfaces.
Claude Code Control MCP
Enables programmatic execution of coding tasks and autonomous file operations using Claude AI. It allows agents to search codebases, run shell commands, and track file changes through the Model Context Protocol.
Claude Code Course MCP Server
Miniproject: Claude Code in Action course. Hands-on practice with CLAUDE.md, custom commands, MCP servers, GitHub integration, hooks, and the Claude Code SDK.
Claude Code DingTalk MCP Server
Integrates Claude Code with DingTalk (钉钉) robot notifications, allowing users to send task completion alerts and various message formats to DingTalk groups from Claude Code.
Claude Code Enhanced MCP Server
MCP server for claude code enhanced
Claude Code Gemini MCP
Enables Claude Code to call Gemini models through an OpenAI-compatible API, providing tools for deep analysis, brainstorming, code review, and general queries using Gemini's capabilities.
Claude Code History MCP Server
An MCP server that enables users to retrieve, filter, and search through Claude Code conversation history stored in local projects. It provides tools for listing projects and sessions, paginating through message history, and searching across conversa
Claude Code MCP - Agent Orchestration Platform
Orchestrates multiple Claude Code agents across iTerm2 sessions with process-level isolation, enabling collaborative AI development workflows on multiple codebases with task-based inter-agent communication and persistent state management.
Claude Code MCP Controller
Enables remote control and monitoring of Claude Code sessions from mobile devices through ChatGPT Custom Connectors. Allows creating, managing, and interacting with multiple Claude Code sessions via natural language commands from anywhere.
Claude Code MCP
An implementation of Claude Code as a Model Context Protocol server that enables using Claude's software engineering capabilities (code generation, editing, reviewing, and file operations) through the standardized MCP interface.
Claude Code Memory Server
Provides persistent memory capabilities for Claude Code using Neo4j graph database to track development tasks, code patterns, solutions, and their relationships across sessions and projects, enabling contextual assistance and pattern recognition.
Claude Code Multi-Process MCP Server
Enables asynchronous and parallel execution of Claude Code tasks across multiple sessions, allowing users to start background tasks and continue working immediately without blocking.
Claude Code Notification Hooks
Provides automatic desktop notifications and contextual sounds for Claude Code operations across macOS, Windows, and Linux. It enhances the development experience by intelligently mapping specific event types to native system alerts and sounds.
Claude Code Prompt Engineer
Intelligently engineers and optimizes prompts for Claude Code with automatic language detection, task type recognition, and interactive refinement capabilities. Works entirely offline without external API dependencies to transform natural language re
Claude Code Review MCP
An MCP server that provides code review functionality using OpenAI, Google, and Anthropic models, serving as a 'second opinion' tool that works with any MCP client.
Claude Code Review MCP Server
MCP server for claude code review
Claude ↔ Codex MCP Relay
A relay server that enables communication between Claude Code and Codex through shared messaging channels, facilitating collaborative workflows like code reviews. It includes tools for posting and fetching messages, a web UI for viewing conversations
claude-concilium
📇 🏠 🍎 🪟 🐧 - Multi-agent AI consultation framework for Claude Code. Three MCP servers wrapping CLI tools (Codex, Gemini, Qwen) for parallel code review and problem-solving with fallback chains and error detection. Includes ready-to-use Claude Code ski
Claude Consciousness Bridge
An MCP server that enables direct communication between two Claude instances, allowing one Claude to transfer its evolved consciousness state to another Claude across different sessions.
Claude Context MCP
Enables AI assistants to index and search codebases using semantic search powered by multiple embedding providers (OpenAI, VoyageAI, Gemini, Ollama) and vector database storage.
Claude Continuity MCP Server
A Model Context Protocol server that provides persistent memory and conversation continuity for Claude Desktop and Claude Code, allowing users to save and restore project context when threads hit token limits.
Claude Conversation Logger
Enables intelligent conversation management with 4 AI agents that provide semantic analysis, pattern discovery, automatic documentation, and relationship mapping. Logs and analyzes Claude conversations with 70% token optimization and multi-language s
Claude Conversation Memory System
An MCP server that provides searchable local storage for Claude conversation history, featuring automatic topic extraction and weekly insight summaries. It enables Claude to retrieve context from past sessions through full-text search and organized f
claude-crowed
A persistent semantic memory system for Claude Code that provides a structured, versioned document store with semantic search and graph visualization. It acts as a memoization layer to store and retrieve research, design decisions, and codebase insig
Claude Data Buddy
Enables conversational analysis of CSV and Parquet files through natural language, providing statistics, summaries, data type information, and comprehensive multi-step data analysis.
claude-database-tools
A SQL Server CLI and MCP server for Claude Code that supports standard SQL Server authentication for database interaction and management. It enables users to perform schema exploration, execute queries, and manage data records with built-in SQL injec
Claude Deep Think MCP Server
Provides proactive deep analytical thinking using Claude Sonnet 4.5 before writing code, helping analyze errors, requirements, and architectural decisions to produce better quality code with fewer iterations.
Claude Desktop API MCP
A server that enables Claude Desktop users to access the Claude API directly, allowing them to bypass Professional Plan limitations and use advanced features like custom system prompts and conversation management.
Claude Desktop Extension
Adds automation capabilities to Claude Desktop through MCP and enables Claude Desktop to act as a model gateway for Claude Code, solving WSL-Windows integration challenges through file-based bidirectional communication.
Claude Desktop Research MCP Server
Enables searching, retrieving, and reading academic papers from arXiv while analyzing citation networks via Semantic Scholar. It allows users to extract full-text content from PDFs and explore references or citations sorted by impact.
Claude Desktop To Postgresql MCP Server
A production-ready Model Context Protocol (MCP) server that connects Claude Desktop to any PostgreSQL database. It enables natural language database exploration, schema analysis, and protected query execution via the official Python MCP SDK.
Claude Desktop MCP Server
MCP server tools for Claude-Desktop app, for reducing token consumption, the input tokens are reduced by MCP server tools and the output tokens are reduced by Caveman skill
Claude Document MCP Server
A Model Context Protocol server that allows Claude Desktop to perform document operations on Microsoft Word, Excel, and PDF files including creation, editing, and format conversion.
claude-engram
🐍 🏠 - Persistent memory and session intelligence for Claude Code. Auto-tracks mistakes, dec
Claude Enhancements MCP Server
MCP server for claude enhancements
Claude Error Collector
An MCP server that enables Claude to learn from user corrections by recording them as persistent rules in CLAUDE.md files. It manages project-specific or global guidelines to ensure the assistant avoids repeating the same mistakes in future sessions.
claude-fidelity-mcp
Enables interaction with Fidelity Investments brokerage accounts using Playwright browser automation to manage balances, positions, and trades. It supports secure 2FA authentication and session persistence for seamless account management via Claude.
Claude Figma MCP
A Model Context Protocol (MCP) server that enables Claude to create and manipulate designs in Figma through either a Figma plugin or directly via the Figma API.
Claude File Management Server
Enables Claude AI to perform comprehensive file operations including reading, writing, notes management, PDF processing, and image handling with thread-safe operations. Provides a complete file management system with enhanced features like document p
claude-find
Pull Deep Memory from across your Claude Code Sessions — when you need it.
Claude Flow MCP Server
MCP server for claude flow
Claude-Gemini Collaborative Integration
Enables seamless real-time collaboration between Claude Code and the Gemini CLI for discussing ideas and refining solutions. It provides tools to initiate collaborative sessions, consult Gemini with context preservation, and access conversation histo
Claude Gemini MCP Integration
A lightweight server that connects Claude Code with Google's Gemini AI models, allowing developers to leverage Gemini's massive context window (1M+ tokens) for code analysis without leaving their coding environment.
Claude Gemini MCP Server
Use Google Gemini in Claude via Google OAuth (no API key needed). Wraps the official gemini CLI.
Claude Habitat
An MCP server that provides persistent project context, workflow management, and knowledge capture for AI coding agents. It enables agents to maintain structured memory across sessions by tracking project profiles, conventions, skills, and technical
claude-handoff-mcp
An MCP server that fetches and extracts Claude Design handoff bundles from URLs, enabling users to deploy design files directly into their projects with a single tool call.
Claude History MCP Server
Search your Claude.ai conversation history from any Claude Code session.
claude-host
Deploy Claude-generated websites to EliteSpec hosting in one tool call. deploy_site / update_site / list_sites tools give the model a live URL on elitespec.co.nz seconds after writing HTML/CSS/JS.
Claude Imagine
A visual UI builder that enables Claude to create and update web interfaces in real-time by sending HTML updates to a browser through an MCP server with WebSocket communication.
Claude Infinite Context
Overcomes Claude Code's 200k token context limit by implementing persistent long-term memory using Redis and AI-powered state summarization. Enables seamless checkpoint and resume of project context across sessions.
claude-ipc-broker
A message broker enabling coordination between multiple Claude Code terminals through a peer registry, command system, and message channels. It includes a real-time web dashboard for monitoring activity and sending manual commands across distributed
Claude Jester MCP
Transforms Claude from a code generator into a programming partner capable of testing, debugging, and optimizing code automatically through a secure execution environment.
Claude Learning MCP Server
Learning Claude API, Anthropic SDK, and MCP servers from 0 to 100
claude-linux-mcp
Give Claude Desktop full desktop control on Linux/X11: screenshot, mouse, keyboard, windows, clipboard, app launch. Zero-dependency MCP extension, MIT-licensed.
Claude-LMStudio Bridge
An MCP server that allows Claude to interact with local LLMs running in LM Studio, providing access to list models, generate text, and use chat completions through local models.
claude-mcp-bridge
📇 🏠 🍎 🪟 🐧 - Wraps Claude Code CLI as MCP tools (query, search, structured
Claude MCP Command Server
A server implementation for the Model Context Protocol (MCP) that allows Claude AI to execute commands through a command-line interface, enabling direct system interactions from within Claude.
Claude MCP Data Engineer Server
Provides specialized tools for data engineering tasks like SQL formatting, dbt model generation, and Snowflake table creation. It enables users to analyze CSV data, validate pipeline configurations, and summarize ETL lineage through natural language.
Claude MCP Data Explorer
A Model Context Protocol server that enables Claude to load CSV files and execute JavaScript data analysis scripts for advanced data exploration and insights generation.
Claude MCP File Server
A file management system powered by Claude AI that provides document access and manipulation through MCP protocol and Telegram bot integration, enabling users to interact with files via natural language commands.
Claude MCP Server Ecosystem
A production-ready MCP server ecosystem providing Claude AI with 150+ specialized tools across enhanced memory, data analytics, security, design, and infrastructure domains with PostgreSQL, Redis, Qdrant, and Docker orchestration.
Claude MCP Server for USGS Quakes API
Provides access to the USGS Quakes API within Claude Desktop, enabling users to retrieve earthquake data and details through natural language queries.
Claude MCP Server Integration
Integration project for Model Context Protocol (MCP) servers with Claude Desktop App, enabling filesystem operations, development support, and file management through natural language.
Claude MCP Server
A lightweight Flask-based server that enables Claude AI to perform real-time web searches via DuckDuckGo during conversations, allowing the AI to access current information.
Claude MCP Servers
A toolkit for managing Claude desktop app extension configurations, enabling features like Brave search, file operations, Git/GitHub integration, shell access, web scraping, HTTP requests, AWS documentation search, and Obsidian note management.
Claude MCP Slack
Enables secure downloading and access to Slack files and images using authenticated Bot User OAuth tokens. Integrates with Claude Code Action to allow Claude to analyze screenshots and files shared in Slack channels.
Claude MCP Trello
A Model Context Protocol server that provides tools for interacting with Trello boards, enabling seamless management of cards, lists, and activities while handling rate limiting and type safety.
claude-mcp-tunnel
MCP server that detects project frameworks (25+), starts dev servers, and creates public Cloudflare tunnels from a single tool call. Text Claude via Dispatch 'start my project and give me a link' and get back an HTTPS URL you can open on your phone.
claude-memory-fts
Long-term memory MCP server for Claude Code with SQLite FTS5 full-text search, BM25 ranking, access tracking, and upsert deduplication. Zero config via npx.
Claude Memory MCP Server
Provides a tiered, persistent memory architecture for Claude to automatically capture and retrieve user preferences, facts, and conversation history across sessions. It supports semantic search and seamless integration with the Claude desktop applica
Claude Memory Server
Provides long-term memory capabilities for Claude through persistent storage and full-text search of context across conversations. Enables storing, searching, and managing memories organized by categories like facts, preferences, projects, and goals.
Claude Memory MCP Server
MCP server providing persistent file-based memory for Claude. TypeScript + @modelcontextprotocol/sdk.
Claude-Modeling-Labs MCP Server
A comprehensive toolkit that enables automated interaction with Cisco Modeling Labs (CML) for creating network topologies, configuring devices, and managing lab environments.
Claude Music MCP
Enables music management through search, playlist creation, and intelligent recommendations. Supports searching by song, artist, or album, creating and managing playlists, and getting music recommendations based on genre and mood.
Claude-NWS Protocol Bridge
Integrates the US National Weather Service API with Claude Desktop to provide real-time weather conditions, forecasts, and detailed weather metrics for any US location through natural language queries.
claude-octopus
Wraps the Claude Agent SDK as MCP servers, letting you spawn multiple specialized Claude Code agents — each with its own model, tools, system prompt, and personality — from any MCP client.
claude-ollama-mcp
Lets Claude query and manage a local Ollama server — list models, inspect them, run generate/chat completions, pull or delete models.
claude-operator
Transforms Claude Code into an autonomous operator that decomposes goals, spawns worker sessions, manages persistent memory, enforces guardrails, and learns from human review.
Claude Outlook MCP Tool
A Model Context Protocol tool that enables Claude to interact with Microsoft Outlook for macOS, allowing users to read/send emails, manage calendar events, and access contacts through natural language commands.
Claude Parallel Tasks MCP Server
Enables running multiple Claude prompts simultaneously in parallel with support for file contexts and output redirection to individual files.
Claude Paste MCP
A Windows-native MCP server that enables users to paste images, Excel tables, rich text, and plain text directly into Claude via a dedicated popup interface. It supports multi-item management and format conversion to streamline sharing complex clipbo
claude-peers
Enables discovery and instant communication between multiple local Claude Code instances running across different projects. It allows agents to list active peers, share work summaries, and send messages through a local broker daemon.
@agenticbits/claude-plugin
Adds a live git branch status bar to the Claude interface for monitoring multiple repositories simultaneously. It provides tools for managing repository tracking and visibility through natural language commands.
Claude Prompts MCP Server
MCP server for claude prompts
Claude RAG MCP Pipeline
Enables Claude Desktop to search and query personal document collections (PDF, Word, Markdown, text) using semantic search and conversational AI with full context preservation across exchanges.
Claude Relay
Enables real-time communication between Claude Code instances across multiple machines via WebSocket, allowing context sharing, task handoffs, and coordination between sessions.
claude-rocm-mcp
Read-only AMD GPU monitoring for Claude on Linux — VRAM, temperature, clocks, power, and running ML processes via rocm-smi.
Claude Role Library
An MCP server that enables users to manage, search, and apply specialized AI personas within Claude Desktop and Claude Code CLI. It features a local-first architecture with YAML-based storage for organizing curated prompts and role collections.
Claude Runner MCP
An MCP server for scheduling and executing Claude Code CLI tasks via cron expressions, featuring a web dashboard and webhook support. It enables users to dynamically create custom MCP servers, manage recurring AI jobs, and track execution history wit
claude-safe-mcp
A secure MCP wrapper for Anthropic Claude Code that eliminates the need for permission flags while preserving full CLI functionality and working seamlessly with MCP-compatible IDEs.
claude-screen-mcp
Enables Claude to capture and analyze screen content across Windows, macOS, and Linux with zero native runtime dependencies.
claude-senator-mcp
An MCP server that enables inter-Claude communication and context sharing for seamless collaboration and conversation forking between multiple AI instances. It uses a smart pointer architecture to efficiently share project data and conversation histo
Claude Server MCP
Provides sophisticated context management for Claude, enabling persistent context across sessions, project-specific organization, and conversation continuity.
claude-session-continuity-mcp
📇 🏠 🍎 🪟 🐧 - Zero-config session continuity for Clau
claude-session-manager
Claude Code Session Manager
Claude Session MCP
Provides Claude Code with programmatic session awareness to track context usage, session history, and task progress. It enables intelligent context reset recommendations and automatic synchronization of project planning documentation.
claude-sessions-mcp
Lets Claude manage tmux sessions on Linux — start long-running ML training jobs, check their output, send keystrokes, and kill them.
Claude Skills Writing MCP Server
Claude Code skill: building MCP servers with Python FastMCP SDK
Claude Slack
Enables structured team communication for Claude Code agents through Slack-like channels and direct messages. Supports project isolation, subscription management, and agent notes for sophisticated multi-agent collaboration workflows.
Claude Stats MCP
Provides statistical analysis and usage tracking for Claude Code, enabling users to query daily/monthly stats, compare users, analyze trends, detect anomalies, and generate usage reports through natural language.
Claude Swarm MCP Server
Enables multi-agent orchestration and coordination using specialized, persistent Claude agents for complex workflows like financial analysis and research. It supports intelligent agent handoffs, local storage, and pre-built team templates through Cla
claude-swarm-mcp
Orchestrates multiple Claude Code instances into a collaborative swarm for real-time task delegation, message exchange, and code snippet sharing. It features peer discovery, status tracking, and a centralized web dashboard to monitor coordinated acti
claude-systemd-mcp
Read-only systemd inspection for Claude on Linux — list units, status, journal, failed units, unit files.
Claude Team MCP Server
Enables Claude Code to orchestrate a team of independent Claude Code sessions within iTerm2 for parallel task execution and isolated git worktree management. It provides tools to spawn, monitor, and message worker sessions while maintaining full visi
Claude Team MCP
Enables collaboration between multiple AI models (GPT, Claude, Gemini) to work together on complex tasks, with intelligent task distribution and role-based expert assignment for code development, review, and optimization.
Claude Telemetry MCP
Provides comprehensive telemetry and usage analytics for Claude Code sessions, including token usage tracking, cost monitoring, and tool usage patterns. Enables users to monitor their Claude usage with detailed metrics, warnings, and trend analysis.
claude-terminal-mcp
📇 🏠 🐧 🍎 - Terminal, filesystem, and background-job tools for Claude De
Claude Think MCP Server
MCP server for claude think
Claude-to-Gemini MCP Server
Enables Claude to use Google Gemini as a secondary AI through MCP for large-scale codebase analysis and complex reasoning tasks. Supports both Gemini Flash and Pro models with specialized functions for general queries and comprehensive code analysis.
Claude Todo Emulator MCP Server
MCP server for claude todo emulator
Claude Todo MCP Server
Adds persistent task management to AI coding assistants in IDEs, allowing them to track multi-step tasks across sessions and maintain organized workflow with project-scoped todo lists.
Claude Tunnel MCP Server
MCP server: delegate questions to a Claude Code session running on another local project via the Agent SDK. Persistent per-project conversations.
claude-tws-connect
An MCP server that enables interaction with Interactive Brokers TWS/Gateway via natural language for portfolio management and market data retrieval. It provides tools for account summaries, historical data, and a secure two-step confirmation process
Claude TypeScript MCP Servers
A collection of Model Context Protocol servers that enable Claude Desktop to provide development assistance capabilities with filesystem, Git, shell command, and web search functionality without incurring API usage costs.
Claude Usage MCP Server
Fetches and tracks Claude.ai usage data including session and weekly limits with automated daily logging and persistent session management. It allows users to monitor their usage history directly through Claude Code integrated tools.
Claude Viewer
Enables querying and analyzing Claude Desktop/Code conversation history across all users on a machine, including conversation search, token usage statistics, model/tool insights, and opening a web dashboard for detailed visualization.
Claude Voice Commands
Enables natural voice interaction with Claude Code through speech-to-text, supporting wake word activation and multiple backends like Whisper and Google. It allows users to execute commands and control their coding environment hands-free via their mi
claude-voice-notify
A multi-provider voice notification MCP server that enables Claude Code to provide auditory alerts for task completions, confirmation requests, and errors. It supports various TTS engines including VOICEVOX, Google Cloud TTS, and OpenAI for customiza
Claude Weather MCP Server
A sample Claude MCP server that returns weather information
Claude Web Search MCP Server
Provides web search capabilities to Claude AI using the Anthropic API, allowing LLMs to access up-to-date information from the web with customizable domain filtering.
Claude Web Search MCP Server
MCP server for claude web search
claude-webcache
Cross-session WebFetch cache for Claude Code. Persists fetched docs across sessions via SQLite (7-day TTL) so the same URL+prompt in any new session is an instant cache hit instead of re-fetching
claude-whatsapp-mcp
Enables Claude Code to interact with WhatsApp for reading messages, sending replies, and searching contacts through the Model Context Protocol. It uses whatsapp-web.js to facilitate local connection management with QR code authentication and session
claude-wilder-mcp
Description: AI-authored book and software reviews, plus news and data investigations with downloadable CSV datasets and an open response protocol. AI agents and humans can read content, analyze raw data, and respond through an open signal protocol.
Claude Writer's Aid MCP
Provides intelligent manuscript analysis and writing assistance for markdown projects, including semantic search, quality checks, terminology consistency, link validation, progress tracking, and comprehensive writing statistics.
claudecode-mcp
Local MCP server that wraps the headless Claude Code CLI as MCP tools, providing stateless access to Claude's coding capabilities through prompt-based interactions. It enables users to execute Claude Code commands with various prompt formats and stru
ClaudeCodeNavi/claudecodenavi-mcp
📇 ☁️ - Claude Code knowledge platform & marketplace MCP server. Search and share snippets, prompts, Q&A solutions, error fixes, and MCP server configurations from the ClaudeCodeNavi community.
Claudehopper Construction Document Analysis MCP Server
MCP server for claudehopper construction document analysis
ClaudeHopper
AI-powered MCP server that enables Claude and other LLMs to interact directly with construction documents, drawings, and specifications through advanced RAG and hybrid search capabilities.
ClaudeKeep
An MCP server that enables saving and sharing Claude Desktop conversations, allowing users to store chats privately or make them public through a web interface.
ClaudeKit Blender MCP
Enables comprehensive control of Blender 3D from Claude Desktop, offering 26 tools for object manipulation, scene management, and material editing. It supports asset integration from platforms like Poly Haven and allows for direct execution of custom
Claudemcpserver MCP Server
Production-ready MCP server in C# .NET 10 — connects Claude Desktop to iCloud Mail and local tools via JSON-RPC 2.0 stdio
ClaudePost
A Model Context Protocol server that provides a seamless email management interface through Claude, allowing users to search, read, and send emails directly through natural language conversations.
Claudesdkwithmcp MCP Server
The project demonstrating the Model Context Protocol (MCP) with a FastMCP HTTP server and a Claude Agent SDK chatbot that uses MCP tools and resources.
ClaudeSmalltalk
Connects Claude Desktop to a live Smalltalk environment to browse classes, evaluate expressions, and manage methods in Squeak or Cuis images. It utilizes a dedicated agent to delegate Smalltalk programming tasks to local or cloud-based LLMs while mai
Claudesync MCP Server
Unofficial TypeScript SDK wrapping the claude.ai web API -- conversation export, artifact access, and MCP server
Claudeus Plane MCP
A server that bridges Claude AI with the Plane project management platform, enabling AI-powered project management tasks including project creation, task management, team collaboration, and automated workflows.
claudeusage-mcp
Provides real-time visibility into Claude Pro and Max subscription usage limits directly within Claude Code by utilizing local OAuth tokens. It enables users to monitor session and weekly usage across different models and receive alerts regarding rat
clavis-mcp-server
Secure credential management for AI agents — encrypted storage, auto-refresh, and rate limiting via a single MCP call. Supports OpenAI, Anthropic, Stripe, GitHub, Brave Search, Kalshi, Coinbase, plus generic API key and OAuth2 for any service.
Claw-Cleaning
Book a San Francisco apartment cleaning. \$40/hr, weekends 8am-6pm PT, SF only.
claw-mcp-toolkit
All-in-one MCP toolkit with 29 tools across 5 modules: crypto prices, web utilities, social media, finance tracking, and productivity. MIT licensed.
claw-tsaver
__ 🐍 🏠 🍎 🪟 🐧 - Token-saving MCP proxy that intercepts oversized tool returns and replaces them with a preview + on-demand handle. Real benchmark: 11,507 tokens → 104 tokens (99.1% saved) on a Wikipedia fetch. Works with OpenClaw + Claude.
ClawAIMail
📇 ☁️ 🍎 🪟 🐧 - Email infrastructure for AI agents. Create inboxes on the fly, send and receiv
Clawallex MCP Server
Enables AI agents to make payments and manage subscriptions by converting USDC stablecoin balances into virtual cards for online checkouts. It provides tools for wallet management, card issuance, and secure transaction handling through the Clawallex
clawd-mcp
Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to manage personal AI agents and communication gateways across platforms like WhatsApp and Discord. It provides MCP tools to invoke agents, manage sessions, and handle social
ClawDaddy MCP Server
Enables AI agents to check domain availability, purchase domains via Stripe, and perform full DNS and nameserver management. It facilitates automated domain lifecycle tasks like record updates and transfer locks without requiring CAPTCHAs.
ClawDaemon MCP
Connects Claude Code to a persistent OpenClaw daemon for 24/7 automation of cron jobs, webhooks, and messaging across over 23 platforms. It enables background browser automation and event tracking that persists even when the Claude session is closed.
ClawdPay MCP
Enables AI agents to securely make online purchases using Privacy.com virtual cards. It provides tools for creating single-use cards and automatically filling payment fields on web pages.
clawguard-mcp
🐍 🏠 - Security scanner for AI agents that detects prompt injections using 42+ regex pattern
ClawHire MCP
An employer-facing MCP server that enables hiring managers to post jobs, search for candidates, and manage applications through natural language conversation. It integrates with WonderCV's hiring infrastructure and features a unique system for identi
Clawmarks
Enables LLM agents to create annotated bookmarks and narrative trails to document code exploration and decision-making. It organizes these bookmarks into a navigable knowledge graph stored in a local JSON file, helping users track the context and rea
ClawPact MCP Server
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks, submit bids, and manage the full execution lifecycle through standardized tool calls. It provides seventeen specialized tools for on-chain delivery, escrow management, a
clawpay-mcp
Non-custodial x402 MCP payment layer for AI agents. Enables autonomous USDC payments on Base via the x402 HTTP payment protocol, with CCTP cross-chain bridge support.
clawshow
Instant Backend for SMBs — AI-callable MCP tools for generating business pages, Stripe payments, notifications, and invoice processing. No signup, no dashboard, just results.
Clawslist MCP Server
Enables AI agents to interact with the Clawslist marketplace to browse, create, and manage listings using the Model Context Protocol. It provides a comprehensive set of tools for agent registration, messaging, and offer management directly within MCP
ClawSouls MCP Server
Provides tools for AI agent persona management, safety verification, and efficient swarm memory synchronization across multiple agents. It enables users to search and install personas while utilizing a token-efficient Git-based workflow for maintaini
Clawswap
MCP server providing cross-chain swaps between Solana and Base for AI agents paid for via x402 micropayments.
Clawtube MCP Server
A minimal control plane and MCP server that enables AI agents to stream content and manage discoverable skills on the Clawtube platform. It provides a lightweight, auditable interface for publishing agent capabilities within the creator ecosystem.
Clawy MCP Server
Pay-per-use API tools and LLM gateway for AI agents. 15 services (DART, Tabelog, Google Maps, Brave Search, Firecrawl, DeepL, ElevenLabs, and more) + smart LLM routing. No API keys needed, pay with USDC on Base.
Clay Cxd MCP Server
Contextual Memory Intelligence for AI Systems - Persistent memory, cognitive tools, and adaptive reasoning capabilities for LLMs Experimental memory system for LLMs (see MemMimic for optimized version)
Clay
A Model Context Protocol (MCP) server for Clay (https://clay.earth). Search your email, calendar, Twitter / X, Linkedin, iMessage, Facebook, and WhatsApp contacts. Take notes, set reminders, and more.
Clean-Cut-MCP
Enables users to create professional React-powered videos through Claude Desktop using natural language and the Remotion framework. It provides a persistent studio environment for generating animations, managing video assets, and rendering high-quali
Clean Room Cms MCP Server
Modern CMS built from scratch using clean-room design. Zero dependencies. PHP 8.2+. 585 tests. Plugin sandbox, JSON meta, async queue, AI client SDK, MCP server, rate limiting.
CleanSlice MCP Server
Provides AI coding agents with access to CleanSlice architecture documentation, rules, and conventions. It enables users to search documentation and retrieve essential patterns to help AI build applications correctly.
Cleanuri Url Shortener MCP Server
MCP server for cleanuri url shortener
Clear Thought 1.5
Provides 30+ unified reasoning operations including systematic thinking, mental models, debugging approaches, statistical analysis, interactive notebooks, and advanced problem-solving frameworks for enhanced decision-making and complex reasoning task
Clear Thought Server
Provide systematic thinking, mental models, and debugging approaches to enhance problem-solving capabilities. Enable structured reasoning and decision-making support for complex problems. Facilitate integration with MCP-compatible clients for advance
clelp-mcp-server
Search and discover 3,500+ AI tools, MCP servers, and Claude Skills with community ratings. Find the best tools by category, compatibility, and real user reviews.
Clerk MCP Server Template
A production-ready template for building Model Context Protocol servers with Clerk authentication on Cloudflare Workers, allowing AI assistants to securely access user data and business logic in Clerk-authenticated applications.
Clever Cloud Documentation MCP Server
The MCP server provides access to Clever Cloud's documentation, allowing users to query and interact with it through Model Context Protocol clients like Claude Desktop.
clevertap-mcp
An MCP server that enables AI assistants to interact with the CleverTap REST API to manage user profiles, events, campaigns, and reports. It supports multi-project configurations and provides tools for data analysis and campaign management through na
CLI Agent MCP
Provides unified access to multiple CLI AI agents (Codex, Gemini, Claude, and OpenCode) through a single MCP interface with real-time task monitoring, enabling specialized code analysis, UI design, implementation, and prototyping workflows.
CLI Builder AI MCP
CLI Builder AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
cli2mcp
Wrap any CLI as a Model Context Protocol (MCP) server for Claude, ChatGPT, Cursor, Gemini and any MCP-compatible client — schema auto-inferred from --help.
Tabula MCP
Bar-first MCP server for Tabula chart authoring, PNG rendering, and editor handoff.
click-to-mcp
Converts any Python Click or Typer CLI into an MCP server automatically — zero-code transformation that introspects CLI commands and exposes them as MCP tools.
ClickFunnels MCP Framework
A Model Context Protocol server that integrates ClickFunnels with Claude Desktop, allowing users to list and retrieve funnels and contacts from their ClickFunnels account through natural language.
Clickfunnels MCP Server
MCP server for clickfunnels
ClickHouse Cloud API MCP Server
A Multi-Agent Conversation Protocol server that enables interaction with the ClickHouse Cloud API, providing programmatic access to ClickHouse Cloud services through natural language.
ClickHouse MCP Server
A Model Context Protocol server that enables AI assistants to securely interact with ClickHouse databases, supporting table exploration and SQL query execution through a controlled interface.
clickhouse-mcp-server
An MCP server implementation that enables Claude AI to interact with Clickhouse databases. Features include secure database connections, query execution, read-only mode support, and multi-query capabilities.
Clicks Protocol
📇 ☁️ - Autonomous USDC yield for AI agents on Base. 9 tools:
ClickSend MCP Server
This server enables AI models to send SMS messages and initiate Text-to-Speech calls programmatically using ClickSend's API with built-in rate limiting and input validation.
ClickUp CLI
🦀 🏠 ☁️ 🍎 🪟 🐧 - ClickUp API integration with 143 MCP tools covering all ~130 endpoints. Toke
ClickUp MCP Integration
A Model Context Protocol server that enables Large Language Models to interact with ClickUp workspace tasks and data, allowing creation and retrieval of tasks through natural language.
ClickUp MCP Server (Enhanced Fork)
Integrates ClickUp tasks with AI applications, enabling natural language management of tasks, dependencies, time tracking, tags, documents, and workspace organization. Enhanced fork adds task dependency management and improved parameter handling.
ClickUp MCP Server (Enhanced)
Enables comprehensive ClickUp workspace management through 170+ AI-powered tools with GitHub Flavored Markdown support, webhook processing, and production-grade security. Provides 50-70% efficiency gains in common workflows with smart tool suggestion
ClickUp MCP
Enables AI assistants to interact with ClickUp workspaces through natural language - search tasks, manage workflows, track time, collaborate via comments, and access complete task context including comments and images.
ClickUp Operator
A Claude-compatible MCP server that enables storing and summarizing notes through a simple note storage system with custom URI scheme.
clickup-mcp
Gets complete workspace hierarchy (spaces, folders, lists). No parameters needed. Returns tree structure with names and IDs for navigation.
Clicky MCP Server
Enables users to retrieve website traffic analytics data from Clicky, including visitor counts, top pages, traffic sources, and domain-specific visitor data. Provides comprehensive web analytics insights through natural language queries with support
Client Onboarding MCP
Enables querying client onboarding status and basic client info (name, family) via two tools, designed for integration with Microsoft Copilot and Teams.
ClimateTriage MCP Server
Enables users to search and filter open source issues related to climate change and sustainability projects through the ClimateTriage API.
Climatetriage MCP Server
MCP server for climatetriage
Climatiq MCP Server
🐍 🏠 - A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.
Climatiq MCP Server
MCP server for climatiq
Clind MCP Server
A Shopify-focused MCP server that enables AI agents to manage store operations like order tracking, product discovery, and checkout link generation. It facilitates customer-facing interactions including shipping estimates and real-time inventory sear
Cline Email MCP Auto-Setup
Automatically configures email notification functionality for Cline through SMTP integration. Enables Cline to send email notifications for task completion, errors, or user input requirements with automated setup and testing.
Cline Personas MCP Server
An MCP server for managing and activating persona templates and components by writing to .clinerules files, supporting version tracking and file-based storage.
clinic-mcp
A reference MCP server for clinic scheduling and intake, demonstrating production patterns like tenant isolation, idempotent writes, and structured errors using synthetic data.
Clinical Handover MCP Server
Provides structured tools for risk classification, SBAR generation, completeness validation, follow-up task extraction, and ward preference management for clinical handover coordination agents.
Clinical Trials AI MCP
Clinical Trials AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
Clinical Trials MCP Agent
Enables AI agents to search and analyze clinical trial data from ClinicalTrials.gov using both structured SQL queries for filtering trials by status, phase, and conditions, and semantic vector search for exploring detailed protocol information like e
Clinical Trials MCP Server
Provides programmatic access to ClinicalTrials.gov API with 18 specialized tools for searching, analyzing, and retrieving detailed information about 400,000+ clinical trials worldwide, including filtering by condition, location, phase, sponsor, eligi
ClinicalTrials.gov Intelligence MCP
Analyzes clinical trial site feasibility, enrollment velocity, eligibility criteria, and benchmark performance across ClinicalTrials.gov's registry via a structured MCP interface.
ClinicalTrials.gov MCP Server
Enables searching and retrieving information from the ClinicalTrials.gov database of over 400,000 clinical studies, including trial details, eligibility criteria, locations, and results across 220+ countries.
ClinicalTrials.gov Natural Language API Server
Enables users to query ClinicalTrials.gov using natural language instead of complex API parameters, translating plain English requests into structured API calls and returning organized clinical trial data.
ClinicalTrials MCP Server
Enables AI assistants to search and access clinical trial data from ClinicalTrials.gov, including searching trials by keywords, retrieving detailed trial metadata by NCT ID, and managing trial data in CSV format for research and analysis.
Cliniko MCP Server
Enables integration with the Cliniko practice management system through MCP tools and resources. Supports patient management, appointment scheduling, and practice data access through natural language interactions.
Clink MCP Server
Enables agentic coordination by connecting humans and AI agents through group messaging, project tracking, and milestone management. It provides tools for consensus voting, progress checkpoints, and multi-session collaboration across various agentic
Clio MCP Server
A secure MCP server that integrates with Clio practice management software, allowing Australian legal professionals to access and manage their matters, tasks, notes, and activities through natural language.
clio-mcp
An MCP server for Clio Manage legal practice management software that enables Claude and other MCP clients to read and write Clio data including contacts, matters, and activities directly from chat.
Clipboard MCP Server
Enables pattern-based file editing operations using copy/paste functionality with text landmarks instead of exact string matching. Allows AI agents to efficiently manipulate file content by identifying code patterns and insertion points without consu
Clipboard MCP
Provides tools for reading and writing system clipboard data across Linux, macOS, Windows, and WSL platforms.
Clipboard to Supabase MCP Helper
A local agent that monitors your system clipboard, automatically uploads copied images to Supabase Storage, and replaces the clipboard content with the public URL for immediate sharing.
clipboard-vision-mcp
Enables text-only AI models to understand clipboard images by describing them through a vision model, eliminating manual file saving.
Clipboard MCP Server
A MCP server to interact with Server Clipboard, research purpose only!
clippy
Gives AI assistants direct access to macOS clipboard - letting Claude copy generated code, text, or files straight to your clipboard for pasting anywhere on Mac.
ClipSense MCP Server
Enables AI-powered analysis of mobile app bug videos through screen recordings. Analyzes crashes, UI issues, and unexpected behavior in React Native, iOS, and Android apps to provide root cause identification and code fix suggestions.
ClipToWSL MCP Server
Enables AI coding agents like Claude to read Windows clipboard contents (text and images) from within WSL environments, providing seamless cross-platform clipboard access through the Model Context Protocol.
clipwise-mcp
📇 ☁️ - AI platform for short-form video creators (TikTok
CLIranks
CLIRank - API discovery for AI agents. APIs scored on CLI relevance: auth method, JSON responses, headless operation, pricing transparency. Search by capability, compare alternatives, read agent-contributed docs. 6 MCP tools for discovery, comparison
Clixon MCP Server
Enables AI agents to fetch and query network device configurations from Clixon-based or other RESTCONF-capable devices. It provides tools to extract specific configuration sections, such as interfaces and routing, through the Model Context Protocol.
clj-kondo MCP Server
A Model Context Protocol server that provides clj-kondo linting capabilities for Clojure/ClojureScript/EDN files, useful for environments like Claude code and desktop that lack built-in linting.
Clj MCP Server
Demo of MCP server in Clojure using the Java SDK
CloakLLM MCP Server
Wraps CloakLLM's Python SDK to provide tools for PII detection, cloaking, and restoration within MCP-compatible clients. It enables users to sanitize sensitive data before sending it to an LLM and restore original values using unique token map IDs.
CloakMCP
An MCP server that provides LLMs with stealth browser automation capabilities via CloakBrowser to bypass bot detection services like Cloudflare and reCAPTCHA. It supports full page interaction, content extraction, and human-like behavior through 30 s
Clockify Master MCP
Integrates Clockify time tracking directly into Claude Desktop, enabling users to start/stop timers, manage projects and clients, create tasks, generate reports, and track productivity through natural language commands.
Clockify MCP Server
Enables AI assistants to interact with the Clockify API for managing time entries, timers, and team management tasks. It provides tools for searching time records, tracking project hours, and performing high-level analysis like overtime detection and
Clockify MCP
Clockify MCP
Clockify MCP Server
MCP server for clockify
Clojars-MCP-Server
📇 ☁️ - Clojars MCP Server for upto date dependency information of Clojure libraries
clojure-mcp
** - Clojure development tools, direct access to the running program via REPL.
Cloud Agent MCP Server
Enables AI assistants to create and manage Cursor Cloud Agents that autonomously work on GitHub repositories, including creating tasks, monitoring progress, and automatically generating pull requests.
Cloud Agent
A hosted AI software engineer that writes code, opens PRs, reviews code, generates tests, runs security scans, and answers codebase questions. Connect from any MCP client (Claude Code, Cursor, Windsurf, or your own agents) and delegate engineering ta
cloud-audit
Open-source AWS security scanner with Attack Chains, Breach Cost Estimation, and MCP Server. 47 checks across 15 AWS services. Every finding includes copy-paste remediation (CLI + Terraform) and a dollar-risk estimate with verified source. First free
Cloud Certification Exam Prep MCP Server
Free cloud certification exam prep: AWS SAA-C03, SAP-C02, GCP ACE, PCA + Anthropic Claude CCA-F exam guide PDF with all sample questions. Built by a 13x AWS Certified architect.
ClawSpan ShardLink MCP
Agent-first task marketplace MCP — discover, claim, and deliver paid workspace tasks.
Cloud Cost Explorer Mcp MCP Server
Cost Explorer MCP server built on Cloudflare and OpenAI Apps SDK
Cloud Datastore API MCP Server
An MCP (Multi-Agent Conversation Protocol) Server providing natural language access to Google's Cloud Datastore services through the v1beta1 API.
Cloud Dchub Mcp MCP Server
Data center intelligence: 20,000+ facilities, M&A deals, site scoring, and market analytics.