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Modular RAG MCP Server

Modular RAG MCP Server

by AKON-max

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    • A
      license
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      quality
      D
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      A modular RAG framework exposing knowledge retrieval tools via MCP, enabling AI assistants to perform hybrid search, reranking, and multimodal document queries with full observability and evaluation.
      MIT
    • F
      license
      Not graded
      quality
      C
      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
    • F
      license
      Not graded
      quality
      D
      maintenance
      Enables users to ingest documents, run retrieval-augmented queries with dense/sparse search and reranking, and inspect ingestion/query traces and evaluation results through MCP tools.
      -
    • A
      license
      Not graded
      quality
      B
      maintenance
      Exposes a self-contained RAG retrieval pipeline as standard MCP tools, letting Claude Desktop, Cursor, or any MCP client run semantic search over a local knowledge base and fetch index statistics entirely offline without an external LLM. It also ships production hardening out of the box, including Bearer authentication, token-bucket rate limiting, health and Prometheus metrics endpoints, and prompt-injection defenses for retrieved content.
      MIT