Scoped hybrid search (BM25, embeddings, reranking) and grounded answers over local files and folders
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This server only runs locally, from a package. Install it with the instructions on this page to try it.
Pick your client. Values in capitals, like YOUR_TOKEN, are yours to fill in.
Run in a terminal
claude mcp add rag-mcp \ -- uvx ragmcp-cli==0.2.1
Environment
OPENROUTER_API_KEY (optional, not in the config above): OpenRouter key for answer synthesis and hosted reranking; exact-word search works without itWe don't run packages, so we can't list this server's tools.