Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Crawl4AI is the strongest overall pick here because it has a 100/100 readiness score and fits Web scraping.
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 | Scraper Web scraper for scraping, tracking and visualizing prices of products on various websites. | 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 | 50/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 40/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 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 | 239 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 | Jan 29, 2025 | Jul 15, 2026 | Jun 15, 2026 | Aug 12, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, Web Automation, Claude Code, Browser agents | Claude, GPT-4, LangChain, CrewAI, OpenClaw | Python, Web Automation, Claude Code | TypeScript, Browser, LLM, Claude Code, Browser agents |
| Warnings | Repository looks stale · 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 · builders willing to evaluate younger projects | 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 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 | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add Crinibus/scraper | $ npx skills add unclecode/crawl4ai | $ npx skills add ScrapeGraphAI/Scrapegraph-ai | $ npx skills add alibaba/page-agent |