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 | Searcharvester Self-hosted search + markdown harvester for AI agents. SearXNG (100+ engines) + FastAPI + trafilatura. Tavily-compatible /search plus /extract with size presets and pagination. One-command Docker Compose. | Scrapegraph AI Python scraper based on AI | 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! | Scrapy Scrapy, a fast high-level web crawling & scraping framework for Python. |
|---|---|---|---|---|
| Quality | 75/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 74/100 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 | 242 stars 0 installs | 27K stars 0 installs | 32K stars 0 installs | 63K stars 0 installs |
| Freshness | Apr 27, 2026 | Jun 15, 2026 | Jun 3, 2026 | Jun 25, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Web Automation, Claude Code, Browser agents | Python, Web Automation, Claude Code | Python, Web Automation, Claude Code | Python, Web Automation, Claude Code |
| 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 · builders willing to evaluate younger projects | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Sports analytics 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 vakovalskii/searcharvester | $ npx skills add ScrapeGraphAI/Scrapegraph-ai | $ npx skills add dgtlmoon/changedetection.io | $ npx skills add scrapy/scrapy |