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SignalRank MCP

by bksampadi
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    • techdocs

      neminsuksen
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      license
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      quality
      B
      maintenance
      Enables MCP clients to search technical document collections using hybrid BM25 and embedding retrieval, returning cited page-level passages to support grounded, evidence-based answers.
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    • mcp-rag-search

      guo-yb-123
      F
      license
      Not graded
      quality
      C
      maintenance
      Enables agent tools like Claude Code and GitHub Copilot to perform knowledge retrieval using hybrid search (BM25 + dense) with reranking, via MCP protocol.
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    • rag-mcp-server

      Mily-Lv
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      quality
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    • official-docs

      pittzhang20260507
      A
      license
      A
      quality
      B
      maintenance
      Enables MCP clients to query upstream documentation through a single search tool, backed by a bundled sample corpus, Vertex AI Search, or an SSH endpoint, returning cited source passages and refusing when nothing relevant is found.
      1
      Apache 2.0
    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.6/5.0

    Scored across 1 tool

    Disambiguation5/5

    Only one tool exists, so there is no risk of selecting between overlapping operations. The single 'search' tool has a clear, singular purpose.

    Naming Consistency4/5

    The tool name 'search' is a clear, conventional verb, but with only one tool there is no broader verb_noun or convention pattern to evaluate. No inconsistency is present, though the naming style cannot be fully assessed.

    Tool Count3/5

    A single search tool forms a thin but functionally valid server for ranked-evidence lookup. It is at the low end of acceptable scope and may leave agents wanting supplementary operations.

    Completeness3/5

    The search operation covers the core retrieval use case, but the one-tool surface offers no way to fetch evidence by ID, filter results independently, or inspect sources. Secondary workflows may therefore dead-end.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources