Skill comparison
Compare agent skills before installing.
Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Scrapy is the strongest overall pick here because it has a 100/100 readiness score and fits Browser automation.
Strongest overall
Scrapy
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Scrapy
Best first install candidate based on install readiness and adoption.
Freshest repo
Scrapegraph AI
Most recent maintenance signal among this shortlist.
| Signal | Scrapecraft 🤖 AI-powered web scraping editor with visual workflow builder. Build, test & deploy web scrapers using natural language. Powered by ScrapeGraphAI & LangGraph. | Scrapy Scrapy, a fast high-level web crawling & scraping framework for Python. | Autoscraper A Smart, Automatic, Fast and Lightweight Web Scraper for Python | Scrapegraph AI Python scraper based on AI |
|---|---|---|---|---|
| Quality | 75/100 Strong | 100/100 Excellent | 79/100 Strong | 100/100 Excellent |
| Decision verdict | 86/100 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. | 82/100 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. |
| Adoption | 656 stars 0 installs | 62K stars 0 installs | 7.2K stars 0 installs | 27K stars 0 installs |
| Freshness | Dec 26, 2025 | Jun 11, 2026 | Jun 9, 2025 | Jun 15, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Web Automation, Claude Code | Python, Web Automation, Claude Code | Python, Web Automation, Claude Code | Python, Web Automation, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No major risk signals from current metadata | Repository looks stale | 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 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 require actively maintained dependencies · production agents without a repository review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 3 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add ScrapeGraphAI/scrapecraft | $ npx skills add scrapy/scrapy | $ npx skills add alirezamika/autoscraper | $ npx skills add ScrapeGraphAI/Scrapegraph-ai |