Skip to main content
Glama
udarshmarthala

hybrid-rag-mcp

Related Servers

Alternatives to hybrid-rag-mcp

No user-submitted related servers found.

    Related Servers

    • A
      license
      Not graded
      quality
      D
      maintenance
      An MCP server that indexes documents and serves relevant context to LLMs via Retrieval Augmented Generation (RAG).
      15 npm
      37
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      An MCP server that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.
      19 npm
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
      8 npm
      265
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      MCP server for hybrid documentation search (keyword + vector) and RAG chat, enabling natural language queries with cited answers from indexed repositories.
      MIT
    • F
      license
      Not graded
      quality
      D
      maintenance
      An MCP server that exposes document retrieval as tools (semantic search and source listing) for any LLM, using a vector index built from DocPilot's ingestion pipeline.
      -

    TDQS

    A4.1/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool, there is no possibility of confusion or overlap between tools. The single tool's purpose is clear and distinct by definition.

    Naming Consistency5/5

    The single tool name 'search_docs' follows a consistent verb_noun convention. Since there is only one tool, no conflicting patterns exist.

    Tool Count3/5

    One tool is on the thin edge of what is acceptable. For a narrow search-only server this could be sufficient, but for a 'hybrid-rag' service a single tool feels minimal.

    Completeness2/5

    The server provides only search, with no document ingestion, update, deletion, or management capabilities. In a typical RAG workflow, agents would need upload or indexing tools to make the search useful, so the surface has significant gaps.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues