mcp-ragdocs

What is this MCP

This MCP server provides RAG (Retrieval-Augmented Generation) capabilities for documentation, enabling AI assistants to retrieve and use relevant documentation context through vector search.

How to use this MCP

Configure it in your Claude Desktop setup by providing OpenAI and Qdrant credentials, then use the provided tools like search_documentation and extract_urls to manage and query documentation sources.

What this MCP can be used for

Enhancing AI responses with documentation context, building documentation-aware assistants, and implementing semantic search for technical content.