TL;DR
Rag is a Model Context Protocol (MCP) server. Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings. Install with: uvx jaimenbell-rag-mcp. Source: https://github.com/jaimenbell/rag-mcp. It speaks the Model Context Protocol and works with any compatible client (Claude, Cursor, Cline, Windsurf, Warp and more).
Rag
Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.
Install Command
uvx jaimenbell-rag-mcpFrequently Asked Questions
Rag is a Model Context Protocol server that Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.
You can install it by running the install command: `uvx jaimenbell-rag-mcp`. It then becomes available to any MCP-compatible client such as Claude, Cursor, Cline, Windsurf.
The Rag MCP Server is compatible with any client that speaks the Model Context Protocol — including Claude, Cursor, Cline, Windsurf.
Check the project license on its repository before use.
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- Agent Rank
- 0.0
- License
- Last Updated
- Aug 11, 2026
- Languages
- Python
Client Compatibility
Speaks the Model Context Protocol — works with any compatible client.