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Alternatives to kb-assistant

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    Related Servers

    • F
      license
      Not graded
      quality
      D
      maintenance
      Enables semantic search and AI-powered Q&A over ingested GitHub documentation repositories via MCP tools.
      -
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables MCP clients to query previously analyzed GitHub repositories for architecture analysis, code review findings, and single-turn code Q&A with verifiable file and line references.
      MIT
    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables MCP clients to ask plain-language questions and receive answers grounded only in documents the configured role is cleared to read, with the same access-controlled tools available across any client.
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    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables semantic code search across indexed codebases using natural language queries, with support for CLI and MCP interfaces.
      1
      MIT
    • F
      license
      A
      quality
      C
      maintenance
      Enables natural-language Q&A over codebases via MCP, using AST-aware chunking, hybrid retrieval, reranking, and call-graph expansion to answer with file:line citations and impact analysis.
      5
      -

    TDQS

    A4.1/5.0

    Scored across 4 tools

    Disambiguation4/5

    read_file and list_sources are clearly distinct from the query tools. search_knowledge_base and ask_knowledge_base both accept question-style queries about the same corpus, which introduces mild overlap, but their descriptions clearly separate raw-chunk retrieval from a synthesized cited answer.

    Naming Consistency5/5

    All four tools use snake_case and follow a consistent verb_noun pattern: list_sources, search_knowledge_base, read_file, ask_knowledge_base. No stylistic deviations.

    Tool Count5/5

    Four tools is a tight, well-scoped set for a read-only knowledge base assistant: enumerate sources, search, read context, and ask. Each tool earns its place without redundancy or bloat.

    Completeness4/5

    The read-only RAG lifecycle is well covered (list sources, search, fetch file context, answer with citations), and ask_knowledge_base handles the 'no answer' case gracefully. Minor gaps like listing files within a repo or fetch-by-permalink are workable around via search/read_file.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues