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    • A
      license
      A
      quality
      B
      maintenance
      Lets an assistant read recorded production AI agent runs — steps, model and tool calls with arguments, and outcomes — along with the findings of comparison runs that checked a prompt or model change against those recordings, and verify a signed evidence bundle offline with no account or network. It is strictly read-only: no tool starts a replay or comparison, so nothing can spend money or act without a person deciding.
      5
      Apache 2.0
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables MCP clients to check acceptance evidence against a specification and JUnit results, and to review structured AI proposals for current contract hash, coverage, and in-scope paths. Both tools are read-only, idempotent, content-based, and require no model credentials or filesystem access.
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to inspect Autopsy forensic cases through read-only MCP tools for case metadata, filesystem and artifact search, timeline and account queries, evidence extraction, and hash-chained audit/seal verification.
      10 npm
      2
      GPL 3.0
    • A
      license
      B
      quality
      B
      maintenance
      Lets AI assistants inspect test run results, AI QA reports, and findings with their full evidence, and, when asked, start runs, re-run only failed tests, import API specs, or scan a website. Read-only tools are free, while work-starting tools consume the workspace's allowance and report usage limits.
      19
      15 npm
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables MCP-compatible AI coding agents to obtain clean failing-test context, ranked suspect lines, runtime value comparisons, bounded code search, and patch verification so they can fix Python test failures with fewer tokens.
      MIT
    • A
      license
      A
      quality
      B
      maintenance
      Enables AI agents to run container forensics, generate container obituaries, and audit git repository history as native MCP tools, producing markdown reports they can reason over.
      3
      4
      MIT