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graph-mcp-java-gen

graph-mcp-java-gen

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    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI coding agents to query a semantic code graph over MCP, retrieving exact function source, definitions, callers/callees, impact analysis, and minimal test selection instead of whole files.
      14
      Apache 2.0
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to search and trace a unified domain map built from multiple Java repositories and project docs, returning services, classes, methods, routes, and tables with confidence and provenance. It also supports reading immutable evidence by ID, domain mapping, reverse-dependency impact analysis, full-text document search, and symptom-based troubleshooting.
      MIT

    TDQS

    B3/5.0

    Scored across 6 tools

    Disambiguation4/5

    The tools are mostly distinct: metadata retrieval, graph search, three variations of Java test generation, and validation. The three generate_java_test* tools could be confused, but their descriptions clearly differentiate by input type (structured, bounded NL, free-form NL with review). Minor overlap exists but descriptions resolve ambiguity.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in snake_case: get_fixture_metadata, search_graph, generate_java_test, generate_java_test_from_intent, generate_java_test_nlp, validate_java_source. The naming is predictable and uniform throughout the set.

    Tool Count5/5

    With 6 tools, the server is well-scoped for its purpose of generating and validating Java tests from a synthetic graph. Each tool serves a clear role in the workflow, and the count feels appropriate—not too few to be inadequate, not too many to be unwieldy.

    Completeness5/5

    The tool surface covers the full lifecycle: metadata retrieval, graph search for grounding, three generation pathways (including NL-based variants), and validation. There are no obvious missing operations for the stated purpose; the server provides a complete pipeline from context gathering to output validation.

    Maintenance

    ActivityStale
    ResponsivenessNo issues