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  • PQS - Prompt Quality Score by OnChainAIIntel

    PQS - Prompt Quality Scoreofficial

    OnChainAIIntel
    A
    license
    A
    quality
    C
    maintenance
    A remote MCP server exposing 3 tools via Model Context Protocol: score_prompt (free, grades any LLM prompt A-F on 0-40 scale), optimize_prompt (returns optimized prompt + dimension breakdown, $0.025 USDC), and compare_models (Claude vs GPT-4o head-to-head, $1.25 USDC). Remote HTTP server at /api/mcp.
    2
    169
    2
    MIT

  • mcpgrade

    TengByte
    A
    license
    A
    quality
    A
    maintenance
    Grades MCP servers on agent usability (A–F) — description quality, schema design, tool naming and token cost, the properties that decide whether a model picks the right tool. Benchmarked across 36 popular servers; a third scored D or F.
    3
    422
    19
    MIT
  • Polygraph by polygraphso

    Polygraphofficial

    polygraphso
    A
    license
    A
    quality
    A
    maintenance
    Open behavioral litmus for MCP servers — grades A–F across tool-output injection, egress, sensitive-data, and adversarial-input, with reproducible, content-addressed evidence. Tools: run_litmus, verify_attestation.
    4
    157
    7
    Apache 2.0
  • Prufa by prufa-dev

    Prufaofficial

    prufa-dev
    A
    license
    A
    quality
    A
    maintenance
    Point your coding agent at a URL and get a real-browser QA audit: broken signup/login/checkout flows, JS console errors, missing analytics, consent + security headers, mobile tap targets, and accessibility — returned as machine-verified findings graded A-F.
    44
    2
    Apache 2.0

  • Decide Test MCP

    k-n-t-lam
    A
    license
    A
    quality
    C
    maintenance
    Enables Claude to generate executable test cases from decision tables in CSV, JSON, or Markdown formats. Provides intelligent test planning guidance and generates Playwright/API test code with TypeScript support.
    7
    MIT

  • Browser[X]MCP

    rnd-pro
    A
    license
    B
    quality
    C
    maintenance
    Enables AI-driven browser automation with advanced form testing, batch operations, and intelligent element extraction for MCP-compatible applications.
    14
    10
    MIT

  • Ultra Debugger

    alfi-j
    -
    license
    B
    quality
    -
    maintenance
    Enables comprehensive JavaScript code analysis and debugging using ESLint and custom pattern matching. Identifies syntax errors, potential bugs, code quality issues, and provides actionable fix suggestions for single files or entire projects.
    4

  • algorithmaide-mcp

    vwww-droid
    A
    license
    C
    quality
    D
    maintenance
    An MCP server for real-device Android reversing workflows, wrapping AlgorithmAide config writes, AppSwitch/logList sync, LSPosed scope sync, Frida script injection, and runtime log queries into a stable MCP toolset.
    23
    14
    MIT
  • Kumiki A/B by kumikitools

    Kumiki A/Bofficial

    kumikitools
    A
    license
    -
    quality
    B
    maintenance
    MCP-first A/B testing server that enables agents to manage experiments (create, update traffic splits, read results, apply winning variants) from tools like Claude Code, with self-hosted Cloudflare backend.
    MIT

  • vs-mcp-server

    kimkun07-k
    A
    license
    -
    quality
    D
    maintenance
    Controls Visual Studio 2022 through MCP using COM/DTE automation, enabling file management, building, debugging, and breakpoint operations directly from Claude Code.
    1
    MIT

  • Verdict MCP

    Zubair-z
    A
    license
    -
    quality
    B
    maintenance
    Verdict MCP is a gatekeeper server that enforces code completeness, test coverage, and premium UI/UX standards on AI agents by auditing code, validating design tokens, and running tests with 95% coverage and 80% mutation score gates.
    1
    MIT

  • mcpwatch

    lazymac2x
    A
    license
    -
    quality
    C
    maintenance
    MCP server that audits other MCP servers. Run MCPWatch security scans from inside Claude Code or any MCP-compatible agent with 10 OWASP MCP Top 10 aligned checks and A-F letter grades.
    MIT

  • Axivion MISRA C:2012

    varunjain-byte
    A
    license
    -
    quality
    -
    maintenance
    An MCP server that integrates with GitHub Copilot to analyze Axivion static-analysis reports and provide MISRA C:2012 compliance assistance. It offers deep rule explanations, rationale, and confidence-scored fix suggestions for identified code violations.