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Keith-hoka

rag-mcp

by Keith-hoka

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    • F
      license
      Not graded
      quality
      C
      maintenance
      Exposes an existing RAG API as MCP tools, enabling health checks and document-based question answering with source evidence.
      -
    • F
      license
      A
      quality
      C
      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
    • F
      license
      Not graded
      quality
      B
      maintenance
      Provides RAG-based knowledge retrieval and document management as MCP tools, supporting hybrid search, reranking, and retrieval process visualization.
      -
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables MCP clients to query a modular RAG knowledge hub with hybrid dense/sparse retrieval, reranking, multimodal image support, and traceable observability, all through natural language tools.
      MIT