Best Data Science & ML MCP Servers for Cline
Connect data science & ml tools to Cline using MCP servers. These servers let Cline interact with data science & ml resources, enabling powerful AI-assisted workflows for developers.
MCPgee indexes 1,403 data science & ml MCP servers with a median of 37 GitHub stars; 78% are written in typescript and 18% install via npm. All work with Cline.
Top 30 of 1,403 Data Science & ML Servers for Cline
Ultrarag MCP Server
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
Fetch MCP
Fetch web content and convert to markdown for AI consumption
RocketRide
📇 🏠 - MCP server that exposes RocketRide AI pipelines as t
Aix Db MCP Server
Aix-DB 基于 LangChain/LangGraph 框架,结合 MCP Skills 多智能体协作架构,实现自然语言到数据洞察的端到端转换。
Datadesigner MCP Server
🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data.
Paperbanana MCP Server
Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.
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.
Npcpy MCP Server
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
Vllm Mlx MCP Server
OpenAI and Anthropic compatible server for Apple Silicon. Run LLMs and vision-language models (Llama, Qwen-VL, LLaVA) with continuous batching, MCP tool calling, and multimodal support. Native MLX backend, 400+ tok/s. Works with Claude Code.
MeiGen AI Image Generation MCP
📇 ☁️ 🏠 - AI image generation & editing MCP server with 1,500+ curated promp
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
Minima MCP Server
On-premises conversational RAG with configurable containers
Mirobody MCP Server
Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.
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
Scienceclaw MCP Server
ScienceClaw is a personal research assistant built with LangChain DeepAgents and AIO Sandbox infrastructure, adopting a completely new architecture beyond OpenClaw. It offers stronger security, better transparency, and a more user-friendly experience
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.
K Dense Byok MCP Server
An AI co-scientist powered by Scientific Agent Skills running on your desktop.
Raglight MCP Server
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.
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.
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.
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.
mcp-server-data-exploration
🐍 ☁️ - Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
Vmlx MCP Server
vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L1 Paged (super fast ttft) + Hybrid SSM Scheduler + Cont Batching + etc!
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.
Graphrag Toolkit MCP Server
Python toolkit for building graph-enhanced GenAI applications
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
Entroly MCP Server
Open-source context engine that catches AI hallucinations and cuts your token bill 70–95%. The only AI helper that shows its work. Claude · Cursor · Codex,GPT & Custom Providers
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
comfyui-mcp
MCP server for ComfyUI — text-to-image, variations, img2img refine, upscale, image proxy, and workflow runner.
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.
Cline Configuration
Add data science & ml MCP servers to your Cline configuration at VS Code settings (Cline extension settings):
{
"cline.mcp.servers": {
"filesystem": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-filesystem", "."]
},
"github": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-github"],
"env": {
"GITHUB_PERSONAL_ACCESS_TOKEN": "ghp_your_token_here"
}
},
"postgres": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-postgres", "postgresql://localhost:5432/mydb"]
},
"brave-search": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-brave-search"],
"env": {
"BRAVE_API_KEY": "your_brave_api_key_here"
}
},
"memory": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-memory"]
}
}
}