Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Crawl4AI
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Crawl4AI
Best first install candidate based on install readiness and adoption.
Freshest repo
Page Agent
Most recent maintenance signal among this shortlist.
| Signal | Crawlab Distributed web crawler admin platform for spiders management regardless of languages and frameworks. 分布式爬虫管理平台，支持任何语言和框架 | Crawl4AI Open-source LLM-friendly web crawler and scraper | Scrapegraph AI Python scraper based on AI | Page Agent Control web interfaces with natural language agents |
|---|---|---|---|---|
| Quality | 96/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 98/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 12K stars Verified outcomes are shown on each skill page | 73K stars Verified outcomes are shown on each skill page | 27K stars Verified outcomes are shown on each skill page |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Crawl4AI
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Crawl4AI
Best first install candidate based on install readiness and adoption.
Freshest repo
Page Agent
Most recent maintenance signal among this shortlist.
| Signal | Crawlab Distributed web crawler admin platform for spiders management regardless of languages and frameworks. 分布式爬虫管理平台，支持任何语言和框架 | Crawl4AI Open-source LLM-friendly web crawler and scraper | Scrapegraph AI Python scraper based on AI | Page Agent Control web interfaces with natural language agents |
|---|---|---|---|---|
| Quality | 96/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 98/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 12K stars Verified outcomes are shown on each skill page | 73K stars Verified outcomes are shown on each skill page | 27K stars Verified outcomes are shown on each skill page |
| 29K stars Verified outcomes are shown on each skill page |
| Freshness | Feb 10, 2026 | Jul 15, 2026 | Jun 15, 2026 | Aug 12, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Go, Crawler, Claude Code | Claude, GPT-4, LangChain, CrewAI, OpenClaw | Python, Web Automation, Claude Code | TypeScript, Browser, LLM, Claude Code, Browser agents |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add crawlab-team/crawlab | $ npx skills add unclecode/crawl4ai | $ npx skills add ScrapeGraphAI/Scrapegraph-ai | $ npx skills add alibaba/page-agent |
| 29K stars Verified outcomes are shown on each skill page |
| Freshness | Feb 10, 2026 | Jul 15, 2026 | Jun 15, 2026 | Aug 12, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Go, Crawler, Claude Code | Claude, GPT-4, LangChain, CrewAI, OpenClaw | Python, Web Automation, Claude Code | TypeScript, Browser, LLM, Claude Code, Browser agents |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add crawlab-team/crawlab | $ npx skills add unclecode/crawl4ai | $ npx skills add ScrapeGraphAI/Scrapegraph-ai | $ npx skills add alibaba/page-agent |