rag-mcp mcp_server
Enables any MCP-capable LLM client to search self-hosted long-term memory over markdown and PDF documents, combining dense semantic vectors with BM25 keyword retrieval and optional cross-encoder reranking. Exposes a read-only tool surface for querying incidents, runbooks, and other knowledge-base content, while writes happen out-of-band through ingestion jobs or a token-gated internal API.
- Link
- https://github.com/mmelmesary/rag-mcp
Listing data from Glama (https://glama.ai) — Glama listing
Adoption
- Maintainer
- mmelmesary
- Repository
- mmelmesary/rag-mcp
- GitHub stars
- 1
- Last push
- 2026-09-13
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