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  • osv-ui-mcp

    toan203
    A
    license
    A
    quality
    C
    maintenance
    Visual CVE audit dashboard for npm, Python, Go, and Rust projects. Scans your project manifests (package-lock.json, requirements.txt, go.sum, Cargo.lock) against OSV.dev live data, opens a browser dashboard for human review, then applies fixes only after explicit confirmation. Supports multi-service monorepos in one command.
    4
    35
    4
    MIT

  • MCProbe

    alitiknazoglu
    A
    license
    A
    quality
    A
    maintenance
    A stdio MCP server that audits other MCP servers over the live protocol. It connects to any MCP target (stdio or HTTP), lints every tool's schema for agent-usability, then actually calls the tools with deliberately broken inputs to see how the server handles them, and returns a 0–100 conformance score with a per-dimension breakdown rendered as Markdown.
    6
    6
    MIT
  • qa-probe by LS-SIEM-LLP

    qa-probeofficial

    LS-SIEM-LLP
    A
    license
    A
    quality
    A
    maintenance
    Probes your live API and classifies why each endpoint failed (root cause, evidence, and a calibrated confidence level), exposed over MCP so your AI assistant debugs from evidence instead of guessing. Works with FastAPI, Express, Next.js, tRPC, and GraphQL.
    8
    7
    2
    Apache 2.0

  • MCP Accessibility Bridge

    yashpreetbathla
    A
    license
    A
    quality
    D
    maintenance
    Connects Claude to a live Chrome browser's accessibility tree to generate stable, framework-agnostic test selectors and perform accessibility audits. It enables users to read element roles and states exactly as a screen reader would to help write, debug, and migrate test suites using natural language.
    8
    13
    9
    MIT

  • 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

  • testing-mcp

    mcpland
    A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to write and debug integration tests by providing live access to DOM structure and executing code directly in test environments.
    5
    54
    10
    MIT

  • playwright-mcp

    ademdeniz
    F
    license
    A
    quality
    B
    maintenance
    An MCP server that gives Claude direct control of a real browser via Playwright, enabling AI-driven web testing, autonomous test execution, and live failure analysis through natural language.
    8
    7,623
    3

  • ldm-email-deliverability

    live-direct-marketing
    A
    license
    A
    quality
    D
    maintenance
    Programmatic email deliverability testing for AI agents. Create inbox placement tests across Gmail, Outlook, Yahoo, Mail.ru, Yandex — get per-provider placement (Inbox/Spam/Promotions), SPF/DKIM/DMARC auth, Rspamd & SpamAssassin verdicts, DNS health (MX, PTR, DNSBL), and live SSE results.
    5
    50
    1
    MIT

  • mk-qa-master

    kao273183
    A
    license
    A
    quality
    A
    maintenance
    mcp-test-runner is an MCP server that lets your AI client (Claude / Cursor / Codex / Gemini) drive your entire QA loop end-to-end: * Run tests across pytest / Jest / Cypress / Go / Maestro — single MCP surface, one env var to switch * Analyze a URL (Web DOM probe) or a live mobile screen (Maestro hierarchy) to extract testable modules + candidate cases * Generate runna
    22
    38
    MIT

  • WazziCode Godot

    robertobendi
    F
    license
    A
    quality
    A
    maintenance
    MCP server that connects AI coding assistants to a live Godot editor, enabling scene, node, script, resource, runtime, debugger, and test workflows through natural language.
    45

  • WpfVisualTreeMcp

    faze79
    A
    license
    A
    quality
    B
    maintenance
    Let AI agents inspect and drive running WPF (.NET desktop) apps: visual tree, dependency properties, data bindings and binding errors, DataContext, screenshots (popups included), plus click, select-item, text input, keyboard shortcuts, live property editing and wait-for — via runtime injection, with no changes to the target app.
    28
    11
    MIT

  • pbi-webview2

    bibiibjorn
    A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to interact with live Power BI Desktop report canvas via Chrome DevTools Protocol, performing actions like page navigation, clicking slicers, reading cards and matrices, and capturing baselines.
    33
    16
    MIT

  • unreal-editor-mcp

    tumourlove
    A
    license
    A
    quality
    F
    maintenance
    Provides build diagnostics and editor log tools for Unreal Engine AI development, enabling Live Coding builds, parsing compile errors, searching/filtering logs, and crash context.
    11
    MIT

  • a11y-toolkit

    kinti
    A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to perform WCAG 2.2 accessibility audits, including contrast ratio checks for color pairs and text-over-image, generate EU legal accessibility declarations, and produce aria-live monitoring snippets, all through local, multilingual tools.
    9
    MIT