R2R FastMCP
Integrates R2R (Retrieval-Augmented Generation) with Claude Desktop, enabling semantic search across knowledge bases and RAG-based question answering with support for vector, graph, web, and document search.
What is R2R FastMCP?
R2R FastMCP is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to integrates r2r (retrieval-augmented generation) with claude desktop, enabling semantic search across knowledge bases and rag-based question answering with support for vector, graph, web, and document ...
Integrates R2R (Retrieval-Augmented Generation) with Claude Desktop, enabling semantic search across knowledge bases and RAG-based question answering with support for vector, graph, web, and document search.
This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Integrates R2R (Retrieval-Augmented Generation) with Claude
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx r2r-fastmcp-serverConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about R2R FastMCP
What is R2R FastMCP?
R2R FastMCP is a Model Context Protocol (MCP) server that integrates r2r (retrieval-augmented generation) with claude desktop, enabling semantic search across knowledge bases and rag-based question answering with support for vector, graph, web, and document search. It connects AI assistants to external tools and data sources through a standardized interface.
How do I install R2R FastMCP?
Follow the installation instructions on the R2R FastMCP GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with R2R FastMCP?
R2R FastMCP works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is R2R FastMCP free to use?
Yes, R2R FastMCP is open source and available under the MIT license. You can use it freely in both personal and commercial projects.
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Browse More Knowledge & Memory MCP Servers
Explore all knowledge & memory servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.
Set Up R2R FastMCP in Your Editor
Choose your AI client for step-by-step setup instructions.
Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
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