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.

Add more skills

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

Firecrawl

Most recent maintenance signal among this shortlist.

SignalFirecrawl

Turn any website into LLM-ready markdown or structured data

Crawl4AI

Open-source LLM-friendly web crawler and scraper

Browser Use

Make AI agents interact with websites using natural language

Scrapegraph AI

Python scraper based on AI

Quality
100/100
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.

Adoption132K stars
25K installs
66K stars
31K installs
97K stars
28K installs
27K stars
0 installs
FreshnessJun 12, 2026May 22, 2026Jun 1, 2026Jun 11, 2026
Use-case fit
Web scrapingBrowser automationLocal desktop
Web scrapingBrowser automationDocument processing
Browser automationWeb scrapingTesting and QA
Web scrapingBrowser automationCoding agents
Stack fit
Web data pipelineBrowser QA agent
Web data pipelineBrowser QA agent
Browser QA agentWeb data pipeline
Web data pipelineCoding review agent
Platform hintsClaude, GPT-4, LangChain, OpenClaw, Claude CodeClaude, GPT-4, LangChain, CrewAI, OpenClawClaude, GPT-4, LangChain, OpenClaw, Claude CodePython, Web Automation, Claude Code
WarningsNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo major risk signals from current metadata
Best forWeb 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 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 reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement6 views
0 install copies
0 views
0 install copies
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1 install copies
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0 install copies
Install
$ npx skills add firecrawl/firecrawl
$ npx skills add unclecode/crawl4ai
$ npx skills add browser-use/browser-use
$ npx skills add ScrapeGraphAI/Scrapegraph-ai