🐍 🏠 - An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentatio
To add hannesrudolph/mcp-ragdocs to Claude, run the install command below or copy the ready-made config for Claude Code, Claude Desktop, Cursor and VS Code further down. Restart your client after adding it and its tools show up in your next conversation. It needs 2 environment variables, listed below.
Install
npx -y @hannesrudolph/mcp-ragdocsEnvironment variables
OPENAI_API_KEYSet in your MCP configQDRANT_API_KEYSet in your MCP configInstall with your client
claude mcp add hannesrudolph-mcp-ragdocs --env OPENAI_API_KEY=<YOUR_OPENAI_API_KEY> --env QDRANT_API_KEY=<YOUR_QDRANT_API_KEY> -- npx -y @hannesrudolph/mcp-ragdocs
Run this in a terminal to add the server to Claude Code.
What this does
hannesrudolph/mcp-ragdocs exposes a set of tools to Claude over the Model Context Protocol. After you add it to claude_desktop_config.json (snippet above) and restart Claude Desktop, those tools become callable inside any conversation.
Requirements
This server needs the following environment variables to be set before it can run:
OPENAI_API_KEY QDRANT_API_KEY
Set these via the env object in your MCP config (see claude_desktop_config.json snippet above).
Frequently asked questions
How do I install hannesrudolph/mcp-ragdocs?
Run the Claude Code command in the install section to add hannesrudolph/mcp-ragdocs to Claude Code, or copy the ready-made config for your client from the install section on this page. Restart your client afterwards and the tools appear in your next conversation.
Which clients work with hannesrudolph/mcp-ragdocs?
This page carries setup and config for Claude Code, Claude Desktop, Cursor and VS Code. Any other MCP client that accepts a standard server config can connect to hannesrudolph/mcp-ragdocs as well.
Does hannesrudolph/mcp-ragdocs need an API key?
Yes. Before it can run, set these environment variables: OPENAI_API_KEY, QDRANT_API_KEY. They go in the env block of your MCP config.
What license is hannesrudolph/mcp-ragdocs under?
hannesrudolph/mcp-ragdocs is listed under the MIT license.
Imported from the Official MCP Registry. The details above come from the registry entry; the maker can claim this listing to correct them, add docs, and see its traffic.
Is this your MCP server?
Claim this listing to see its traffic, fix details yourself, and skip the review queue on future updates.
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[](https://clauderules.net/mcp/hannesrudolph-mcp-ragdocs)<a href="https://clauderules.net/mcp/hannesrudolph-mcp-ragdocs" target="_blank" rel="noopener noreferrer"><img src="https://clauderules.net/api/badge/hannesrudolph-mcp-ragdocs" alt="Listed on clauderules.net" /></a>More TypeScript MCP servers
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