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Alternatives to judge-mcp

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    • A
      license
      A
      quality
      B
      maintenance
      Enables MCP clients to score retrieval quality with recall, precision, nDCG, hit rate and MRR, compare 2-3 configurations with seeded paired-bootstrap confidence intervals, audit agent tool calls against expected traces, and detect prompt regressions against golden sets. It also generates Markdown, JSON or JUnit reports with pass/fail gates, all deterministically and offline without paid API keys.
      6
      73 npm
      1
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Human-evaluation infrastructure for AI quality. 25,000+ blind human reviews by 200+ verified reviewers across 58 AI models — query the data via five MCP tools (get_model_scores, compare_models, get_flags, check_content, get_latest).
      16 PyPI
      2
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Scores AI outputs for faithfulness, relevancy, and hallucination inside any MCP client, with custom metrics, golden sets, and run history with dashboards.
      Apache 2.0
    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables LLMs and MCP-enabled editors to run dialectical reasoning and player-coach autocoding workflows with independent verification, prompt generation, optional backends, and session state management.
      -