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  • AREL

    Akgithub2028
    A
    license
    Not graded
    quality
    C
    maintenance
    A production-oriented reliability, benchmarking, and evaluation system that layers multi-version protocol negotiation, adaptive streaming, connection pooling, and resilience onto an MCP agent runtime.
    1
    Apache 2.0

  • feedbug-mcp

    joffreyBerrier
    A
    license
    A
    quality
    A
    maintenance
    Read visual bug reports from Feedbug in your AI coding agent: screenshot, console logs, failed network requests, session replay and the DOM context of the element the tester clicked. Trace the bug to its source file, comment and resolve without leaving the editor.
    2
    7
    14
    MIT
  • openhonest-umbra by openhonest

    openhonest-umbraofficial

    openhonest
    A
    license
    A
    quality
    A
    maintenance
    Audits a module against its test suite and reports the cases the tests are structurally unable to see, then proves each gap with a real failing test rather than a warning. Covers Python, TypeScript, JavaScript, Java, Rust and Go.
    4
    3
    Apache 2.0

  • openclaw-output-vetter-mcp

    temurkhan13
    A
    license
    A
    quality
    B
    maintenance
    MCP server for verifying AI agent claims vs reality — single-transcript inline grounding-check that flags when an agent's response states facts not in the input context, when its code silently swallows exceptions and substitutes mock data, or when its multi-turn transcript contains contradictions or unverified completion claims. Sub-second, local, free, no API calls.
    4
    1
    MIT
  • pinnedai-mcp by pinnedai

    pinnedai-mcpofficial

    pinnedai
    A
    license
    A
    quality
    A
    maintenance
    Stops your AI from re-introducing bugs, leaking provider keys, or weakening tests. Bug fixes become permanent regression guards; blocked mistakes become AI lessons the agent reads and learns from before its next edit.
    6
    2
    Apache 2.0

  • playwright-fixer-mcp

    BobChochola
    F
    license
    A
    quality
    D
    maintenance
    Automated Playwright E2E test repair powered by a self-improving, governed MCP server that runs failing tests, collects failure artifacts, reasons about root causes, validates and applies fixes, and re-runs to verify.
    12

  • MCP QA Lab

    efficjump
    A
    license
    A
    quality
    C
    maintenance
    Evidence-driven quality testing for Model Context Protocol servers. It connects as a real client, captures the complete model-facing contract, identifies agent-usability risks, measures context cost, and executes only explicitly approved target calls.
    8
    MIT

  • ai-test-process-mcp

    Hashi-Kazu
    A
    license
    A
    quality
    B
    maintenance
    MCP server that generates ISO/IEC/IEEE 29119-3 compliant test plan drafts from project information, providing a structured resource for the standard's test plan outline and a tool for draft creation.
    1
    951
    MIT

  • mcp-trustlayer

    neelbarm
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that lets an agent verify its own extracted data against a policy, returning per-field dispositions (post, review, or escaped) to catch confidently wrong answers.
    2
    MIT

  • noisefloor

    beepboop2025
    A
    license
    A
    quality
    A
    maintenance
    Checks whether a number is real or just noise: peek-safe A/B tests you can look at as often as you like without inflating false positives, two-sided change detection, and a guard for when a metric moved only because its sample size did. Zero dependencies, standard library only.
    6
    MIT

  • WaveQ

    IshaanDugar
    A
    license
    A
    quality
    B
    maintenance
    Local MCP server for querying VCD waveform files via SQLite; enables AI agents to ask precise questions about signal values, transitions, and clock cycles without dumping raw VCD text.
    18
    1
    MIT