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
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
Scrapy
Most recent maintenance signal among this shortlist.
| Signal | Awesome Web Scraping List of libraries, tools and APIs for web scraping and data processing. | Scrapy Scrapy, a fast high-level web crawling & scraping framework for Python. | Colly Elegant Scraper and Crawler Framework for Golang | Changedetection.Io Best and simplest tool for website change detection, web page monitoring, and website change alerts. Perfect for tracking content changes, price drops, restock alerts, and website defacement monitoring—all for free or enjoy our SaaS plan! |
|---|---|---|---|---|
| Quality | 99/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 7.9K stars Verified outcomes are shown on each skill page | 63K stars Verified outcomes are shown on each skill page | 25K stars Verified outcomes are shown on each skill page | 32K stars Verified outcomes are shown on each skill page |
| Freshness | May 28, 2026 | Jun 25, 2026 | Jun 18, 2026 | Jun 3, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Makefile, Web Automation, Claude Code | Python, Web Automation, Claude Code | Go, Crawler, Claude Code | Python, Web Automation, Claude Code |
| Warnings | No major risk signals from current metadata | 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 | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Sports analytics 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 | 11 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add lorien/awesome-web-scraping | $ npx skills add scrapy/scrapy | $ npx skills add gocolly/colly | $ npx skills add dgtlmoon/changedetection.io |