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rag-mcp

rag-mcp

by Keith-hoka

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    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables querying a modular RAG knowledge base via MCP, with hybrid retrieval, reranking, and document summary tools.
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    • F
      license
      Not graded
      quality
      D
      maintenance
      Exposes an existing RAG API as MCP tools, enabling health checks and document-based question answering with source evidence.
      -
    • A
      license
      Not graded
      quality
      B
      maintenance
      Exposes knowledge retrieval to AI tools over MCP with dense, sparse, and hybrid search, RRF fusion, configurable reranking, and modular ingestion of PDF/Markdown documents including image captioning. It also provides query tracing and Ragas-based evaluation so pipelines can be swapped, debugged, and tested independently.
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    • F
      license
      A
      quality
      D
      maintenance
      MCP bridge to a multimodal RAG service, enabling hybrid search and Q&A over documents with tools for knowledge base queries and health checks.
      4
      -
    • A
      license
      A
      quality
      C
      maintenance
      Exposes hybrid retrieval (dense embeddings + BM25 + RRF) and document operations (search, fetch, rerank) as MCP tools, using Qdrant and OpenAI embeddings for local or server mode.
      3
      MIT