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Common coding jobs: review, testing, debugging and documentation.

191 MCP servers3,090 skills4 tools

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3,281

Sorted: taking turns between tools, official first within each tool.Show all, including less active listings

  • bigquery-troubleshooting

    Google · BigQuery

    Official
    SkillApache-2.0licenceUpdated Nov 11, 202623.8KGitHub stars
  • analyzing-release-readiness

    Amazon Web Services

    Official
    SkillApache-2.0licenceUpdated Nov 11, 20263,464GitHub stars
  • running-release-tests

    Amazon Web Services

    Official
    SkillApache-2.0licenceUpdated Nov 11, 20263,464GitHub stars
  • documentation

    GitHub

    Official
    SkillMITlicenceUpdated Nov 11, 20265,616GitHub stars
  • DebugMCP

    Microsoft · Debugging

    Official
    MCP serverRuns locallyMITlicenceUpdated Nov 4, 2026581GitHub stars
  • code-review

    Microsoft · Code review

    Official
    SkillMITlicenceUpdated Nov 11, 2026195.3KGitHub stars
  • notion-research-documentation

    Notion

    Official
    SkillUpdated Nov 4, 2026504GitHub stars
  • TDD-MCP

    chrislucian-hunterindustries · Testing

    MCP serverRuns locallyUpdated Nov 9, 20268GitHub stars
  • OpenImageDebugger MCP

    Open Image Debugger · Debugging

    Official
    MCP serverRuns locallyMITlicenceUpdated Nov 9, 2026251GitHub stars
  • checkout-credential-review

    GitHub

    Official
    SkillMITlicenceUpdated Nov 11, 20265,616GitHub stars
  • matlab-read-documentation

    MathWorks · Documentation

    Official
    SkillUpdated Nov 9, 20261,289GitHub stars
  • UnitTest_Generator_MCP

    ajithksr · Testing

    MCP serverRuns locallyUpdated Mar 21, 20263GitHub stars
  • a11y-debugging

    ChromeDevTools · Chrome DevTools

    Official
    SkillApache-2.0licence
  • developer-security

    GitHub

    Official
    SkillMITlicenceUpdated Nov 11, 20265,616GitHub stars
  • Esri MCP server for developer documentation

    Esri · Documentation

    Official
    MCP serverRemote
  • tdd-mcp

    Tin Man Coding · Testing

    MCP serverRuns locallyMITlicenceUpdated Jul 12, 20251GitHub stars
  • memory-leak-debugging

    ChromeDevTools · Chrome DevTools

    Official
    SkillApache-2.0licence
  • pr-review-response

    GitHub

    Official
    SkillMITlicenceUpdated Nov 11, 20265,616GitHub stars
  • tdd

    Alireza Rezvani · Testing

    SkillMITlicenceUpdated Nov 11, 202629.6KGitHub stars
  • release-changelog

    Paperclip AI · Documentation

    SkillMITlicenceUpdated Nov 10, 2026112.8KGitHub stars
  • cookie-debugging

    ChromeDevTools · Chrome DevTools

    Official
    SkillApache-2.0licence
  • gitlab-mcp-code-review

    mehmetakinn · GitLab

    MCP serverRuns locallyMITlicenceUpdated May 15, 202545GitHub stars
  • documentation-and-adrs

    Addy Osmani · Documentation

    SkillMITlicenceUpdated Nov 1, 2026115.4KGitHub stars
  • tdd-workflow

    Affaan Mustafa · Testing

    SkillMITlicenceUpdated Nov 9, 2026300.5KGitHub stars
  • verification

    Vercel

    Official
    SkillApache-2.0licenceUpdated Nov 10, 2026333GitHub stars
  • matlab-code-reviewer

    xujunjie-coder · Code review

    SkillApache-2.0licenceUpdated Sep 10, 20263GitHub stars
  • rea-changelog-update

    morluto · Documentation

    SkillMITlicenceUpdated Nov 10, 2026448.8KGitHub stars
  • tdd

    Yeachan Heo · Testing

    SkillMITlicenceUpdated Nov 11, 202640.8KGitHub stars
  • debugging-mwaa-workflow

    Amazon Web Services

    Official
    SkillApache-2.0licenceUpdated Nov 11, 20263,464GitHub stars
  • code-review-graph

    Tirth Kanani · Code review

    MCP serverRuns locallyMITlicenceUpdated Nov 10, 202632.7KGitHub stars
  • docs-changelog

    LobeHub · Documentation

    SkillUpdated Nov 11, 202685KGitHub stars
  • tdd

    ccusage · Testing

    SkillMITlicenceUpdated Nov 11, 202619.4KGitHub stars
  • debugging-executions

    n8n · Debugging

    Official
    SkillUpdated Nov 11, 2026210.1KGitHub stars
  • vercel-react-best-practices

    Vercel Labs · Code review

    SkillMITlicenceUpdated Oct 28, 202633.9KGitHub stars
  • openclaw-changelog-update

    OpenClaw · Documentation

    SkillMITlicenceUpdated Nov 11, 2026394.3KGitHub stars
  • tdd

    Matt Pocock · Testing

    SkillMITlicenceUpdated Nov 9, 2026321.5KGitHub stars
  • debugging-workflows

    GitHub

    Official
    SkillMITlicenceUpdated Nov 11, 20265,616GitHub stars
  • crg

    n24q02m · Code review

    MCP serverLocal or remoteApache-2.0licenceUpdated Nov 9, 202676GitHub stars
  • code-documentation

    ByteDance · Documentation

    SkillMITlicenceUpdated Nov 11, 202685.2KGitHub stars
  • rtk-tdd

    rtk-ai · Testing

    SkillApache-2.0licenceUpdated Nov 11, 202686.2KGitHub stars
  • n8n-debugging-official

    n8n

    Official
    SkillApache-2.0licenceUpdated Nov 11, 2026600GitHub stars
  • open-code-review

    Raye Deng · Code review

    MCP serverRuns locallyBUSL-1.1licenceUpdated Apr 16, 202640GitHub stars
  • tdd-rust

    rtk-ai · Testing

    SkillApache-2.0licenceUpdated Nov 11, 202686.2KGitHub stars
  • architectural-proposals

    GitHub · Documentation

    SkillMITlicenceUpdated Nov 11, 20265,616GitHub stars
  • twilio-debugging-observability

    Twilio

    Official
    SkillMITlicenceUpdated Nov 11, 202640GitHub stars
  • code-review-and-quality

    Addy Osmani · Code review

    SkillMITlicenceUpdated Nov 1, 2026115.4KGitHub stars
  • tdd-red-green-refactor

    Google Labs · Testing

    SkillApache-2.0licenceUpdated Nov 6, 202628.8KGitHub stars
  • docs-standards

    GitHub · Documentation

    SkillMITlicenceUpdated Nov 11, 20265,616GitHub stars
  • troubleshooting

    ChromeDevTools · Chrome DevTools

    Official
    SkillApache-2.0licence
  • backend-code-review

    LangGenius (Dify) · Code review

    SkillUpdated Nov 11, 2026161KGitHub stars
  • testing-guidelines

    Sentry · Testing

    SkillFSL-1.1-ALv2licenceUpdated Nov 10, 2026961GitHub stars
  • changelog-automation

    Documentation

    SkillMITlicenceUpdated Nov 9, 202642.4KGitHub stars
  • revit-addin-debugging

    Nice3point · Debugging

    SkillMITlicenceUpdated Oct 29, 202623GitHub stars
  • frontend-code-review

    LangGenius (Dify) · Code review

    SkillUpdated Nov 11, 2026161KGitHub stars
  • tdd

    Cursor · Testing

    SkillUpdated Nov 11, 202616KGitHub stars
  • changelog

    Documentation

    SkillMITlicenceUpdated Nov 11, 202629.6KGitHub stars
  • mcp-debugger

    debugmcp · Debugging

    MCP serverRuns locallyMITlicenceUpdated Nov 10, 2026186GitHub stars
  • woocommerce-code-review

    WooCommerce · WordPress

    SkillGPL-2.0-or-laterlicenceUpdated Nov 11, 202610.6KGitHub stars
  • api-documentation

    Documentation

    SkillMITlicenceUpdated Nov 10, 202649.5KGitHub stars
  • tdd

    Testing

    SkillApache-2.0licenceUpdated Nov 11, 202615.2KGitHub stars
  • embedded-debugger-mcp

    Adancurusul · Debugging

    MCP serverRuns locallyMITlicenceUpdated Jul 16, 2026217GitHub stars
  • n8n:human-like-code-review

    n8n

    SkillUpdated Nov 11, 2026210.1KGitHub stars
  • technical-documentation

    Documentation

    SkillMITlicenceUpdated Nov 11, 2026394.3KGitHub stars
  • tdd-workflow

    Testing

    SkillMITlicenceUpdated Oct 18, 20268,214GitHub stars
  • devtools-debugger-mcp

    ScriptedAlchemy · Debugging

    MCP serverRuns locallyMITlicenceUpdated Oct 2, 2025350GitHub stars
  • code-review

    Matt Pocock · Code review

    SkillMITlicenceUpdated Nov 9, 2026321.5KGitHub stars
  • sanity-changelog

    Documentation

    SkillUpdated Nov 11, 202640.3KGitHub stars
  • orchardcore-unit-test

    Testing

    SkillBSD-3-ClauselicenceUpdated Nov 11, 20268,229GitHub stars
  • parallel-debugging

    Seth Hobson · Debugging

    SkillMITlicenceUpdated Nov 9, 202642.4KGitHub stars
  • code-review

    GitHub · Code review

    SkillMITlicenceUpdated Nov 10, 2026149.3KGitHub stars
  • edit-changelog

    Documentation

    SkillApache-2.0licenceUpdated Nov 11, 202650.9KGitHub stars
  • e2e-test-developer

    Testing

    SkillEPL-2.0licenceUpdated Nov 10, 20267,175GitHub stars
  • debugging-strategies

    Seth Hobson · Debugging

    SkillMITlicenceUpdated Nov 9, 202642.4KGitHub stars
  • code-review

    Microsoft · Code review

    SkillMITlicenceUpdated Nov 11, 2026195.3KGitHub stars
  • changelog-writing

    Documentation

    SkillUpdated Nov 11, 202637.3KGitHub stars
  • write-backend-unit-test

    Testing

    SkillUpdated Nov 13, 20266,330GitHub stars
  • debugging

    code-yeongyu · Debugging

    SkillUpdated Nov 11, 202670.8KGitHub stars
  • mcp-audit

    Sentry · Code review

    SkillFSL-1.1-ALv2licenceUpdated Nov 10, 2026961GitHub stars
  • craft-documentation

    Documentation

    SkillUpdated Nov 11, 202633.3KGitHub stars
  • write-e2e-test

    Testing

    SkillUpdated Nov 13, 20266,330GitHub stars
  • debugging-and-error-recovery

    Addy Osmani · Debugging

    SkillMITlicenceUpdated Nov 1, 2026115.4KGitHub stars
  • requesting-code-review

    Jesse Vincent · Code review

    SkillMITlicenceUpdated Nov 3, 2026315.9KGitHub stars
  • prowler-changelog

    Documentation

    SkillApache-2.0licenceUpdated Nov 11, 202615.2KGitHub stars
  • Write Frontend Unit Test

    Testing

    SkillUpdated Nov 13, 20266,330GitHub stars
  • openclaw-debugging

    OpenClaw · Debugging

    SkillMITlicenceUpdated Nov 11, 2026394.3KGitHub stars
  • code-review-excellence

    Code review

    SkillMITlicenceUpdated Nov 9, 202642.4KGitHub stars
  • prowler-readme-table

    Documentation

    SkillApache-2.0licenceUpdated Nov 11, 202615.2KGitHub stars
  • tdd

    Testing

    SkillMITlicenceUpdated Nov 10, 20265,687GitHub stars
  • debugging-streamlit

    Streamlit · Debugging

    SkillApache-2.0licenceUpdated Nov 11, 202646.3KGitHub stars
  • code-review

    Code review

    SkillMITlicenceUpdated Nov 11, 202641KGitHub stars
  • documentation

    Documentation

    SkillApache-2.0licenceUpdated Nov 11, 202623.3KGitHub stars
  • debug-e2e-test

    Testing

    SkillUpdated Nov 11, 20264,344GitHub stars
  • systematic-debugging

    Jesse Vincent · Debugging

    SkillMITlicenceUpdated Nov 3, 2026315.9KGitHub stars
  • code-review

    Code review

    SkillMITlicenceUpdated Nov 8, 202627.9KGitHub stars
  • react-component-documentation

    Documentation

    SkillUpdated Nov 11, 202645.8KGitHub stars
  • tdd

    Testing

    SkillUpdated Nov 10, 20263,677GitHub stars
  • principle-fix-root-causes

    Cursor · Debugging

    SkillUpdated Nov 11, 202616KGitHub stars
  • code-reviewer

    Code review

    SkillApache-2.0licenceUpdated Nov 11, 202625.3KGitHub stars
  • docs-writer-blog

    Documentation

    SkillCC-BY-4.0licenceUpdated Nov 9, 202611.8KGitHub stars
  • tdd

    Testing

    SkillUpdated Nov 10, 20263,677GitHub stars

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