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 2026-08-03 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 pending2.8Mverified installs
  2. #2grill-memattpocock/skillsTrust checked739Kverified installs
  3. #3frontend-designanthropics/skillsTrust checked736Kverified installs
  4. #4grill-with-docsmattpocock/skillsTrust checked628Kverified installs
  5. #5agent-browservercel-labs/agent-browserReview618Kverified installs
  6. #6improve-codebase-architecturemattpocock/skillsTrust pending605Kverified installs
  7. #7vercel-react-best-practicesvercel-labs/agent-skillsTrust pending602Kverified installs
  8. #8tddmattpocock/skillsTrust pending583Kverified installs
  9. #9ai-video-generation101-skills/skillsReview561Kverified installs
  10. #10ai-image-generation101-skills/skillsReview559Kverified installs
  11. #11ai-avatar-video101-skills/skillsReview559Kverified installs
  12. #12twitter-automation101-skills/skillsReview559Kverified installs
  13. #13remotion-render101-skills/skillsTrust pending543Kverified installs
  14. #14setup-matt-pocock-skillsmattpocock/skillsTrust pending532Kverified installs
  15. #15lark-approvalopen.feishu.cnTrust pending520Kverified installs
  16. #16lark-docopen.feishu.cnTrust pending520Kverified installs
  17. #17lark-baseopen.feishu.cnTrust pending520Kverified installs
  18. #18lark-driveopen.feishu.cnTrust pending520Kverified installs
  19. #19lark-calendaropen.feishu.cnTrust pending519Kverified installs
  20. #20lark-sharedopen.feishu.cnTrust pending519Kverified installs

Current source window

Trending skills

20 tracked
  1. #1ai-video-generation101-skills/skillsReview21Ktrending installs
  2. #2ai-image-generation101-skills/skillsReview21Ktrending installs
  3. #3twitter-automation101-skills/skillsReview21Ktrending installs
  4. #4ai-avatar-video101-skills/skillsReview21Ktrending installs
  5. #5reddit-automationdoany-skills/skillsAvoid21Ktrending installs
  6. #6coll_image-to-videoskills-collective/skillsTrust pending20Ktrending installs
  7. #7coll_video-editskills-collective/skillsTrust pending20Ktrending installs
  8. #8coll_ai-image-generationskills-collective/skillsTrust pending20Ktrending installs
  9. #9coll_ai-video-generationskills-collective/skillsTrust pending20Ktrending installs
  10. #10coll_ai-musicskills-collective/skillsTrust pending20Ktrending installs
  11. #11sleek-design-mobile-appsdesign-layers/agent-skillsTrust pending19Ktrending installs
  12. #12find-skillsvercel-labs/skillsTrust pending15Ktrending installs
  13. #13anti-ui-slopuizze.comTrust pending12Ktrending installs
  14. #14grill-memattpocock/skillsTrust checked10Ktrending installs
  15. #15grill-with-docsmattpocock/skillsTrust checked8.8Ktrending installs
  16. #16grillingmattpocock/skillsTrust pending8.6Ktrending installs
  17. #17improve-codebase-architecturemattpocock/skillsTrust pending7.9Ktrending installs
  18. #18domain-modelingmattpocock/skillsTrust pending7.9Ktrending installs
  19. #19tddmattpocock/skillsTrust pending7.9Ktrending installs
  20. #20ui-radaruizze.comTrust pending7.7Ktrending installs

GitHub adoption

MCP servers

10 tracked
  1. #1MCP Reference ServersmodelcontextprotocolTrust pending89KGitHub stars
  2. #2Context7upstashTrust pending60KGitHub stars
  3. #3Playwright MCPmicrosoftTrust pending36KGitHub stars
  4. #4GitHub MCP ServergithubTrust pending32KGitHub stars
  5. #5FastMCPjlowinTrust pending27KGitHub stars
  6. #6MCP Python SDKmodelcontextprotocolTrust pending24KGitHub stars
  7. #7Figma Context MCPGLipsTrust pending16KGitHub stars
  8. #8Exa MCPexa-labsTrust pending4.8KGitHub stars
  9. #9RudderStack Event Stream MCPrudderlabsTrust pending4.5KGitHub stars
  10. #10Cloudflare MCP ServercloudflareTrust pending4.0KGitHub stars

GitHub adoption

Agents

10 tracked
  1. #1AutoGPT Autonomous Agent EngineSignificant-GravitasTrust pending186KGitHub stars
  2. #2LangChainlangchain-aiTrust pending143KGitHub stars
  3. #3Claude CodeanthropicsTrust pending140KGitHub stars
  4. #4Browser Usebrowser-useTrust pending108KGitHub stars
  5. #5OpenHandsAll-Hands-AITrust pending83KGitHub stars
  6. #6MetaGPT Multi-Agent FrameworkgeekanTrust pending70KGitHub stars
  7. #7Open InterpreterOpenInterpreterTrust pending68KGitHub stars
  8. #8Cline VS Code AgentclineTrust pending66KGitHub stars
  9. #9CrewAI Multi-Agent OrchestratorcrewAIIncTrust pending57KGitHub stars
  10. #10Goose On-Device AgentblockTrust pending52KGitHub stars

Updated in 30 days

Fresh breakouts

10 tracked
  1. #1SuperpowersobraTrust pending265KGitHub stars
  2. #2n8nn8n-ioTrust pending199KGitHub stars
  3. #3AutoGPT Autonomous Agent EngineSignificant-GravitasTrust pending186KGitHub stars
  4. #4yt-dlpyt-dlpTrust pending182KGitHub stars
  5. #5OllamaollamaTrust pending178KGitHub stars
  6. #6Anthropic SkillsanthropicsTrust pending166KGitHub stars
  7. #7FirecrawlmendableaiTrust pending160KGitHub stars
  8. #8Langflowlangflow-aiTrust pending153KGitHub stars
  9. #9DifylanggeniusTrust pending151KGitHub stars
  10. #10LangChainlangchain-aiTrust pending143KGitHub stars