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Rankings

SkillPilot provides transparent, data-driven rankings for AI skills, Cursor rules, MCP servers, and agent tools. Rather than using hidden rating systems, we measure adoption using verified installs, public repository momentum, and static safety scans, allowing developer teams to select trusted ecosystem dependencies.

Data from the 2026-10-22 edition | methodology pulse-v1
METHOD v1.0Every board names its scope

All-time source signal

Most installed skills

20 tracked
  1. #1find-skillsvercel-labs/skillsTrust pending4.0Mverified installs
  2. #2grill-memattpocock/skillsTrust checked1.4Mverified installs
  3. #3agent-browservercel-labs/agent-browserReview1.2Mverified installs
  4. #4grill-with-docsmattpocock/skillsTrust checked1.2Mverified installs
  5. #5hyperframes-cliheygen-com/hyperframesAvoid1.2Mverified installs
  6. #6improve-codebase-architecturemattpocock/skillsTrust pending1.2Mverified installs
  7. #7hyperframesheygen-com/hyperframesTrust pending1.1Mverified installs
  8. #8tddmattpocock/skillsTrust pending1.1Mverified installs
  9. #9media-useheygen-com/hyperframesAvoid1.0Mverified installs
  10. #10setup-matt-pocock-skillsmattpocock/skillsTrust pending1.0Mverified installs
  11. #11reddit-automationflowkit-labs/skillsTrust pending1.0Mverified installs
  12. #12handoffmattpocock/skillsTrust pending1.0Mverified installs
  13. #13frontend-designanthropics/skillsTrust pending1.0Mverified installs
  14. #14hyperframes-animationheygen-com/hyperframesTrust pending1.0Mverified installs
  15. #15triagemattpocock/skillsTrust pending979Kverified installs
  16. #16prototypemattpocock/skillsTrust pending976Kverified installs
  17. #17grillingmattpocock/skillsTrust pending965Kverified installs
  18. #18design-mobile-appsdesigned-by-ai/skillsAudit conflict959Kverified installs
  19. #19hyperframes-registryheygen-com/hyperframesTrust pending944Kverified installs
  20. #20hyperframes-coreheygen-com/hyperframesTrust pending930Kverified installs

Current source window

Trending skills

20 tracked
  1. #1hyperframesheygen-com/hyperframesTrust pending26Ktrending installs
  2. #2ui-tasteuizze.shTrust pending24Ktrending installs
  3. #3media-useheygen-com/hyperframesAvoid22Ktrending installs
  4. #4hyperframes-cliheygen-com/hyperframesAvoid21Ktrending installs
  5. #5design-mobile-appsdesigned-by-ai/skillsAudit conflict21Ktrending installs
  6. #6hyperframes-creativeheygen-com/hyperframesTrust checked19Ktrending installs
  7. #7ai-image-generationmagentosh/superpowersReview19Ktrending installs
  8. #8ai-video-generationmagentosh/superpowersReview19Ktrending installs
  9. #9ai-avatar-videomagentosh/superpowersTrust pending19Ktrending installs
  10. #10twitter-automationmagentosh/superpowersTrust pending19Ktrending installs
  11. #11find-skillsvercel-labs/skillsTrust pending19Ktrending installs
  12. #12hyperframes-registryheygen-com/hyperframesTrust pending16Ktrending installs
  13. #13ai-musicgencraft-labs/skillsTrust pending15Ktrending installs
  14. #14video-editgencraft-labs/skillsTrust pending15Ktrending installs
  15. #15ai-video-generationgencraft-labs/skillsTrust pending15Ktrending installs
  16. #16ai-image-generationgencraft-labs/skillsTrust pending15Ktrending installs
  17. #17image-to-videogencraft-labs/skillsTrust pending15Ktrending installs
  18. #18reddit-automationflowkit-labs/skillsTrust pending15Ktrending installs
  19. #19ios-designuizze.shTrust pending14Ktrending installs
  20. #20hyperframes-animationheygen-com/hyperframesTrust pending14Ktrending installs

GitHub adoption

MCP servers

10 tracked
  1. #1MCP Reference ServersmodelcontextprotocolTrust pending92KGitHub stars
  2. #2Context7upstashTrust pending64KGitHub stars
  3. #3Chrome DevTools MCPChromeDevToolsTrust pending54KGitHub stars
  4. #4Codebase Memory MCPDeusDataTrust pending47KGitHub stars
  5. #5Claude Plugins OfficialanthropicsTrust pending44KGitHub stars
  6. #6Playwright MCPmicrosoftTrust pending39KGitHub stars
  7. #7GitHub MCP ServergithubTrust pending34KGitHub stars
  8. #8FastMCPjlowinTrust pending28KGitHub stars
  9. #9MCP Python SDKmodelcontextprotocolTrust pending25KGitHub stars
  10. #10Figma Context MCPGLipsTrust pending16KGitHub stars

GitHub adoption

Agents

10 tracked
  1. #1AutoGPT Autonomous Agent EngineSignificant-GravitasTrust pending188KGitHub stars
  2. #2Claude CodeanthropicsTrust pending153KGitHub stars
  3. #3LangChainlangchain-aiTrust pending148KGitHub stars
  4. #4Browser Usebrowser-useTrust pending119KGitHub stars
  5. #5OpenHandsAll-Hands-AITrust pending92KGitHub stars
  6. #6MetaGPT Multi-Agent FrameworkgeekanTrust pending71KGitHub stars
  7. #7Cline VS Code AgentclineTrust pending71KGitHub stars
  8. #8Open InterpreterOpenInterpreterTrust pending69KGitHub stars
  9. #9CrewAI Multi-Agent OrchestratorcrewAIIncTrust pending60KGitHub stars
  10. #10Goose On-Device AgentblockTrust pending56KGitHub stars

Updated in 30 days

Fresh breakouts

10 tracked
  1. #1SuperpowersobraTrust pending304KGitHub stars
  2. #2Matt Pocock SkillsmattpocockTrust pending301KGitHub stars
  3. #3n8nn8n-ioTrust pending208KGitHub stars
  4. #4yt-dlpyt-dlpTrust pending201KGitHub stars
  5. #5FirecrawlmendableaiTrust pending194KGitHub stars
  6. #6AutoGPT Autonomous Agent EngineSignificant-GravitasTrust pending188KGitHub stars
  7. #7OllamaollamaTrust pending184KGitHub stars
  8. #8Anthropic SkillsanthropicsTrust pending183KGitHub stars
  9. #9DifylanggeniusTrust pending159KGitHub stars
  10. #10Langflowlangflow-aiTrust pending156KGitHub stars

Ecosystem Guides

What Are Agent Skills? →

A complete technical overview of AI agent extensibility and Model Context Protocol (MCP) systems.

Vibe Coding Skills →

Developer traction, installation metrics, and prompt injection safety research.

Installing Claude Code Skills →

Step-by-step configuration guide for setting up MCP servers using mcp.json.

Ecosystem Comparisons & Category Hubs