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jaimenbell/rag-mcp

RAG-over-a-corpus MCP server. search_knowledge returns cited passages (source + heading + chunk index). Fully local, $0 embeddings, ChromaDB, incremental ingest.

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rag-mcp

jaimenbell/rag-mcp

MCP server Claude CodeCodexCursor +2

Minimal, honest RAG-over-a-corpus MCP retrieval tool: searchknowledge(query, k) -> cited chunks. Local embeddings + embedded vector store. Auth-scoped, fail-soft, version-pinned. Runs locally from the jaimenbell-rag-mcp Python package.

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