Star200+

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.

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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.

SignalAwesome Crawler

A collection of awesome web crawler,spider in different languages

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
79/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
81/100
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.

Adoption7.2K 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
FreshnessJun 16, 2024Jul 15, 2026Jun 15, 2026Aug 12, 2026
Use-case fit
Web scrapingCoding agentsSports analytics
Web scrapingBrowser automationDocument processing
Web scrapingBrowser automationCoding agents
Browser automationGitHub automationLocal desktop
Workflow fit
Web data pipelineCoding review agent
Web data pipelineBrowser QA agent
Web data pipelineCoding review agent
Browser QA agentWeb data pipeline
Platform hintsCrawler, Claude CodeClaude, GPT-4, LangChain, CrewAI, OpenClawPython, Web Automation, Claude CodeTypeScript, Browser, LLM, Claude Code, Browser agents
WarningsRepository looks stale · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that require actively maintained dependencies · production agents without a repository reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
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Install
$ npx skills add BruceDone/awesome-crawler
$ npx skills add unclecode/crawl4ai
$ npx skills add ScrapeGraphAI/Scrapegraph-ai
$ npx skills add alibaba/page-agent