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    • A
      license
      A
      quality
      B
      maintenance
      Provides structured, sandboxed test and lint feedback for coding agents, returning compact typed verdicts with failure fingerprints instead of raw runner output. It enables impact-selected test execution in isolated containers, distinguishing pre-existing failures from regressions.
      4
      Apache 2.0
    • A
      license
      Not graded
      quality
      C
      maintenance
      Provides coding agents with read-only MCP tools to search Python repositories, retrieve size-bounded cited source context, analyze dependency impact, and check index status—all via local incremental AST indexing and BM25 retrieval.
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables agents to review Python dependency requirements and source code against a modernization catalog, returning structured guidance, import-level suggestions, and compatibility floors. It also lists available codemod recipes and previews their transformations as unified diffs, all read-only and without installing packages or executing supplied code.
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Provides local static-analysis tools for Python that let coding agents trace call paths, branch guards, side effects, and change impact, producing citation-ready answers with explicit uncertainty signals.
      2
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Provides local-first repository architecture analysis with file-level proof, enabling agents to map codebases, locate implementations, trace call paths, and assess change impact with deterministic evidence.
      4 npm
      2
      MIT