VectorStore Server

v1.0.0Search & Data Extractionstable

Provides advanced document search and processing capabilities through vector stores, including PDF processing, semantic search, web search integration, and file operations. Enables users to create searchable document collections and retrieve relevant

mcp-vectorstore-servermcpai-integration
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What is VectorStore Server?

VectorStore Server is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to provides advanced document search and processing capabilities through vector stores, including pdf processing, semantic search, web search integration, and file operations. enables users to create sea...

Provides advanced document search and processing capabilities through vector stores, including PDF processing, semantic search, web search integration, and file operations. Enables users to create searchable document collections and retrieve relevant

This server falls under the Search & Data Extraction category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • Provides advanced document search and processing capabilitie

Use Cases

Semantic document search
PDF processing and indexing
BierschneiderEmanuel

Maintainer

LicenseMIT License
Languagetypescript
Versionv1.0.0
UpdatedN/A
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

Manual Installation

npx mcp-vectorstore-server

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about VectorStore Server

What is VectorStore Server?

VectorStore Server is a Model Context Protocol (MCP) server that provides advanced document search and processing capabilities through vector stores, including pdf processing, semantic search, web search integration, and file operations. enables users to create searchable document collections and retrieve relevant It connects AI assistants to external tools and data sources through a standardized interface.

How do I install VectorStore Server?

Follow the installation instructions on the VectorStore Server GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.

Which AI clients work with VectorStore Server?

VectorStore Server works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is VectorStore Server free to use?

Yes, VectorStore Server is open source and available under the MIT License license. You can use it freely in both personal and commercial projects.

Browse More Search & Data Extraction MCP Servers

Explore all search & data extraction servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "mcp-vectorstore-server": { "command": "npx", "args": ["-y", "mcp-vectorstore-server"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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