Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Browser Use
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Browser Use
Best first install candidate based on install readiness and adoption.
Freshest repo
Crawl4AI
Most recent maintenance signal among this shortlist.
| Signal | AutoCrawler Google, Naver multiprocess image web crawler (Selenium) | Browser Use Make AI agents interact with websites using natural language | Crawl4AI Open-source LLM-friendly web crawler and scraper | Scrapegraph AI Python scraper based on AI |
|---|---|---|---|---|
| Quality | 73/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 78/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 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 | 1.7K stars Verified outcomes are shown on each skill page | 101K stars Verified outcomes are shown on each skill page | 73K 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
Browser Use
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Browser Use
Best first install candidate based on install readiness and adoption.
Freshest repo
Crawl4AI
Most recent maintenance signal among this shortlist.
| Signal | AutoCrawler Google, Naver multiprocess image web crawler (Selenium) | Browser Use Make AI agents interact with websites using natural language | Crawl4AI Open-source LLM-friendly web crawler and scraper | Scrapegraph AI Python scraper based on AI |
|---|---|---|---|---|
| Quality | 73/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 78/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 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 | 1.7K stars Verified outcomes are shown on each skill page | 101K 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 |
| Freshness | Apr 15, 2024 | Jun 20, 2026 | Jul 15, 2026 | Jun 15, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Crawler, Claude Code, Browser agents | Claude, GPT-4, LangChain, OpenClaw, Claude Code | Claude, GPT-4, LangChain, CrewAI, OpenClaw | Python, Web Automation, Claude Code |
| Warnings | Repository looks stale | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation 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 |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository 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 | 7 views 0 install copies | 60 views 4 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add YoongiKim/AutoCrawler | $ npx skills add browser-use/browser-use | $ npx skills add unclecode/crawl4ai | $ npx skills add ScrapeGraphAI/Scrapegraph-ai |
| 27K stars Verified outcomes are shown on each skill page |
| Freshness | Apr 15, 2024 | Jun 20, 2026 | Jul 15, 2026 | Jun 15, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Crawler, Claude Code, Browser agents | Claude, GPT-4, LangChain, OpenClaw, Claude Code | Claude, GPT-4, LangChain, CrewAI, OpenClaw | Python, Web Automation, Claude Code |
| Warnings | Repository looks stale | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation 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 |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository 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 | 7 views 0 install copies | 60 views 4 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add YoongiKim/AutoCrawler | $ npx skills add browser-use/browser-use | $ npx skills add unclecode/crawl4ai | $ npx skills add ScrapeGraphAI/Scrapegraph-ai |