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  • Umbra

    elberacasa
    A
    license
    A
    quality
    A
    maintenance
    Umbra is the trust layer for AI-generated code. It scores any repo 0-100 with file:line evidence (security, slop, Docker-verified build/boot, and claim receipts that catch agents lying about tests), and guards agent file writes mid-stream blocking leaked keys, alg:none JWTs, and git-hook plants before they land. Tools: scan_repo, guard_content, get_score.
    3
    2,282
    MIT

  • DiffGate

    srbsa
    A
    license
    A
    quality
    A
    maintenance
    Diffgate MCP server acts as a code review engine, enabling AI coding agents to analyze and validate code diffs before application. It enhances AI workflows by providing self-checking capabilities to optimise and secure code changes.
    7
    93
    4
    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

  • Debugging MCP Server

    luischang07
    F
    license
    A
    quality
    D
    maintenance
    Enables LLMs to automatically diagnose coding errors through codebase search, test execution, and live debugger integration (DAP/V8 CDP). Provides a secure, policy-gated environment for investigating failures while preventing destructive operations.
    9

  • sdlc-integrity-mcp

    AsobaCloud
    A
    license
    A
    quality
    A
    maintenance
    MCP server that provides audit and safety-check tools for enterprise SDLC code integrity, enabling AI agents to scan workspaces for lifecycle gaps, mock-theater tests, DRY violations, and language-specific issues in shell, JavaScript/HTML, and Python.
    4
    376
    MIT

  • ADB MCP Server

    LLL-404
    F
    license
    A
    quality
    C
    maintenance
    A MCP server that enables AI assistants to control Android devices via ADB, supporting device info, screen control, input simulation, app management, shell execution, file transfer, and UI parsing.
    20

  • codesafe-audit-mcp

    windhxy
    A
    license
    A
    quality
    C
    maintenance
    MCP server for Qi-An Xin CodeSafe, enabling retrieval of scan tasks, defect details, source code context, and taint propagation paths, with secure write-back of audit conclusions.
    10
    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
    3,694
    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

  • TaskLogger MCP

    khodorrrhajjj
    F
    license
    A
    quality
    C
    maintenance
    MCP server enabling AI agents to create, update, search, assign, and complete tasks on TaskLogger.io via the TaskLogger REST API, with secure local credential management and token persistence.
    17

  • RenderDoc MCP Server

    Hengle
    A
    license
    A
    quality
    -
    maintenance
    Enables AI assistants to analyze and inspect RenderDoc capture files, providing tools to examine draw calls, textures, buffers, and shader information. It allows developers to perform graphics debugging and resource analysis through natural language interactions.
    12

  • Verilator MCP Server

    ssql2014
    A
    license
    A
    quality
    F
    maintenance
    Enables RTL simulation and hardware verification with Verilator through automatic testbench generation, natural language queries about simulations, waveform analysis, and protocol-aware testing for Verilog/SystemVerilog designs.
    4
    4
    MIT

  • Duck MCP Server

    theddnc
    A
    license
    B
    quality
    D
    maintenance
    An MCP server that provides elicitation tools to interactively request user input, such as selecting options, providing information, or performing manual tests.
    3
    1
    MIT

  • VA-MCP

    KTTechUp-Team304
    F
    license
    B
    quality
    B
    maintenance
    An MCP server for checking OWASP Top 10 vulnerabilities during API development testing. It analyzes API information and returns security assessment results to help developers identify potential security issues.
    2
    1