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 3 skills

Use this as a shortlist, then open the skill detail page before adopting.

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Decision summary

Firecrawl is the strongest overall pick here because it has a 100/100 readiness score and fits Web scraping.

Strongest overall

Firecrawl

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Firecrawl

Best first install candidate based on install readiness and adoption.

Freshest repo

Crawl4AI

Most recent maintenance signal among this shortlist.

SignalVideodl

Videodl: A lightweight video downloader written in pure python. (轻量级视频下载器,优先高清无水印,支持抖音,快手,小红书,B站,TikTok,YouTube,FIFA+,优酷,腾讯,爱奇艺,1905电影网,乐视,芒果,咪咕,PPTV,搜狐,Facebook,Twitter,新浪微博,今日头条,网易公开课,全民K歌,CCTV央视频,酷狗音乐MV,新片场,知乎,百度贴吧,TED等海量流媒体平台)

Crawl4AI

Open-source LLM-friendly web crawler and scraper

Firecrawl

Turn any website into LLM-ready markdown or structured data

Quality
94/100
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.

Adoption2.3K stars
Verified outcomes are shown on each skill page
73K stars
Verified outcomes are shown on each skill page
134K stars
Verified outcomes are shown on each skill page
FreshnessJun 13, 2026Jul 15, 2026Jun 17, 2026
Use-case fit
Workflow fit
Platform hintsPython, Crawler, Claude CodeClaude, GPT-4, LangChain, CrewAI, OpenClawClaude, GPT-4, LangChain, OpenClaw, Claude Code
WarningsNo major risk signals from current metadataNo 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 signals
Not ideal forteams 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
OpenAgentSkill engagement10 views
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Install
$ npx skills add CharlesPikachu/videodl
$ npx skills add unclecode/crawl4ai
$ npx skills add firecrawl/firecrawl