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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 2026-09-28 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 pending3.6Mverified installs
  2. #2grill-memattpocock/skillsTrust checked1.2Mverified installs
  3. #3grill-with-docsmattpocock/skillsTrust checked1.1Mverified installs
  4. #4improve-codebase-architecturemattpocock/skillsTrust pending1.0Mverified installs
  5. #5tddmattpocock/skillsTrust checked975Kverified installs
  6. #6agent-browservercel-labs/agent-browserTrust pending959Kverified installs
  7. #7frontend-designanthropics/skillsTrust pending929Kverified installs
  8. #8setup-matt-pocock-skillsmattpocock/skillsTrust pending900Kverified installs
  9. #9handoffmattpocock/skillsTrust pending878Kverified installs
  10. #10triagemattpocock/skillsTrust pending850Kverified installs
  11. #11prototypemattpocock/skillsTrust pending848Kverified installs
  12. #12grillingmattpocock/skillsTrust pending786Kverified installs
  13. #13vercel-react-best-practicesvercel-labs/agent-skillsTrust pending749Kverified installs
  14. #14lark-docopen.feishu.cnTrust pending732Kverified installs
  15. #15lark-baseopen.feishu.cnTrust pending731Kverified installs
  16. #16lark-driveopen.feishu.cnTrust pending731Kverified installs
  17. #17lark-sharedopen.feishu.cnTrust pending731Kverified installs
  18. #18lark-imopen.feishu.cnTrust pending731Kverified installs
  19. #19lark-approvalopen.feishu.cnTrust pending731Kverified installs
  20. #20lark-calendaropen.feishu.cnTrust pending730Kverified installs

Current source window

Trending skills

20 tracked
  1. #1ui-tasteuizze.shAvoid67Ktrending installs
  2. #2ios-designuizze.shAvoid40Ktrending installs
  3. #3ai-video-generation101-skills/superpowersReview23Ktrending installs
  4. #4ai-image-generation101-skills/superpowersReview23Ktrending installs
  5. #6twitter-automation101-skills/superpowersReview23Ktrending installs
  6. #5ai-avatar-video101-skills/superpowersReview23Ktrending installs
  7. #7ai-image-generationqu-skills/superpowersReview20Ktrending installs
  8. #8ai-avatar-videoqu-skills/superpowersReview20Ktrending installs
  9. #9twitter-automationqu-skills/superpowersTrust pending20Ktrending installs
  10. #10ai-video-generationqu-skills/superpowersTrust pending20Ktrending installs
  11. #11seedance-2-5-image-to-videogenmedia-labs/skillsTrust pending17Ktrending installs
  12. #12seedance-2-5-reference-to-videogenmedia-labs/skillsTrust pending17Ktrending installs
  13. #13ai-image-generationgenmedia-labs/skillsTrust pending17Ktrending installs
  14. #14image-to-videogenmedia-labs/skillsTrust pending17Ktrending installs
  15. #15ai-video-generationgenmedia-labs/skillsTrust pending17Ktrending installs
  16. #16wan-3-0-prime-reference-to-videogenmedia-labs/skillsTrust pending17Ktrending installs
  17. #17reddit-automationflowkit-labs/skillsTrust pending17Ktrending installs
  18. #18video-editgenmedia-labs/skillsTrust pending17Ktrending installs
  19. #19ai-musicgenmedia-labs/skillsTrust pending17Ktrending installs
  20. #20design-mobile-appsdesigned-by-ai/skillsTrust pending16Ktrending installs

GitHub adoption

MCP servers

10 tracked
  1. #1MCP Reference ServersmodelcontextprotocolTrust pending91KGitHub stars
  2. #2Context7upstashTrust pending62KGitHub stars
  3. #3Chrome DevTools MCPChromeDevToolsTrust pending53KGitHub stars
  4. #4Codebase Memory MCPDeusDataTrust pending45KGitHub stars
  5. #5Playwright MCPmicrosoftTrust pending38KGitHub stars
  6. #6Claude Plugins OfficialanthropicsTrust pending37KGitHub stars
  7. #7GitHub MCP ServergithubTrust pending33KGitHub stars
  8. #8FastMCPjlowinTrust pending28KGitHub stars
  9. #9MCP Python SDKmodelcontextprotocolTrust pending24KGitHub stars
  10. #10Figma Context MCPGLipsTrust pending16KGitHub stars

GitHub adoption

Agents

10 tracked
  1. #1AutoGPT Autonomous Agent EngineSignificant-GravitasTrust pending188KGitHub stars
  2. #2Claude CodeanthropicsTrust pending148KGitHub stars
  3. #3LangChainlangchain-aiTrust pending147KGitHub stars
  4. #4Browser Usebrowser-useTrust pending117KGitHub stars
  5. #5OpenHandsAll-Hands-AITrust pending89KGitHub stars
  6. #6MetaGPT Multi-Agent FrameworkgeekanTrust pending71KGitHub stars
  7. #7Cline VS Code AgentclineTrust pending69KGitHub stars
  8. #8Open InterpreterOpenInterpreterTrust pending68KGitHub stars
  9. #9CrewAI Multi-Agent OrchestratorcrewAIIncTrust pending59KGitHub stars
  10. #10Goose On-Device AgentblockTrust pending55KGitHub stars

Updated in 30 days

Fresh breakouts

10 tracked
  1. #1SuperpowersobraTrust pending292KGitHub stars
  2. #2Matt Pocock SkillsmattpocockTrust pending271KGitHub stars
  3. #3n8nn8n-ioTrust pending206KGitHub stars
  4. #4yt-dlpyt-dlpTrust pending194KGitHub stars
  5. #5AutoGPT Autonomous Agent EngineSignificant-GravitasTrust pending188KGitHub stars
  6. #6FirecrawlmendableaiTrust pending186KGitHub stars
  7. #7OllamaollamaTrust pending182KGitHub stars
  8. #8Anthropic SkillsanthropicsTrust pending179KGitHub stars
  9. #9DifylanggeniusTrust pending157KGitHub stars
  10. #10Langflowlangflow-aiTrust pending155KGitHub 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