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Alternatives to ckg

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    Related Servers

    • A
      license
      B
      quality
      C
      maintenance
      Indexes a Python/JS/TS repository into a local SQLite knowledge graph so agents can trace callers, callees, imports, subclasses and covering tests, measure impact radius, rank diff risk, and summarize architecture without grepping files. Exposes these queries as MCP tools alongside an equivalent CLI, with no daemon, embeddings, or network access.
      10
      MIT
    • A
      license
      C
      quality
      A
      maintenance
      Local-first codebase intelligence engine providing AI coding agents with a typed MCP toolset for understanding and navigating code repositories.
      100
      51
      Apache 2.0
    • A
      license
      Not graded
      quality
      C
      maintenance
      Embeds your codebase into a local vector and graph database and exposes it as an MCP tool, enabling AI assistants to perform fast semantic search over your code using Graph RAG.
      4
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables coding agents to query a local, multi-repo code graph for symbol exploration, blast radius analysis, co-change mining, and durable code-anchored memory via MCP tools.
      1,008 npm
      14
      Business Source 1.1
    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables agents to build and query code knowledge graphs for repositories in a folder — finding shortest paths between concepts, explaining concepts with neighbours and community context, and visualizing per-repo graphs through MCP tools.
      -

    TDQS

    A3.5/5.0

    Scored across 10 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: locate finds definitions, entry_point finds starting points, search is hybrid, get_context retrieves summaries, get_source retrieves raw code, neighbors returns adjacent nodes, expand does BFS, get_repo_map gives an overview, pack_neighborhood packs dependency context, and get_minimal_context offers a quick orientation. No two tools are easily confused.

    Naming Consistency4/5

    Tool names mostly follow a verb-based or get_ prefix pattern (locate, search, expand, get_context, get_source, get_repo_map). However, entry_point, neighbors, and pack_neighborhood deviate from the verb-first pattern, causing minor inconsistency. Still, all names are descriptive and lowercase.

    Tool Count5/5

    With 10 tools, the server is well-scoped for navigating a code knowledge graph. Each tool serves a specific need in the exploration workflow, from quick lookup to deep context gathering, without redundancy.

    Completeness4/5

    The toolset covers major aspects of codebase exploration: finding symbols (locate), entry points (entry_point), searching (search), retrieving context/source (get_context, get_source), graph traversal (neighbors, expand), overview (get_repo_map), and packing context (pack_neighborhood). A minor gap might be a dedicated tool for listing all entry points or finding usages, but the existing tools largely compensate.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues