Star0

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

Crawl4AI

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

Scrapling

Adaptive web scraping for agent data collection

Scrapy

Scrapy, a fast high-level web crawling & scraping framework for Python.

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.

Adoption134K stars
25K installs
71K stars
31K installs
68K stars
0 installs
63K stars
0 installs
FreshnessJun 17, 2026Jul 6, 2026Jul 6, 2026Jun 25, 2026
Use-case fit
Web scrapingBrowser automationLocal desktop
Web scrapingBrowser automationDocument processing
Web scrapingBrowser automationGitHub automation
Browser automationWeb scrapingCoding agents
Stack fit
Web data pipelineBrowser QA agent
Web data pipelineBrowser QA agent
Web data pipelineBrowser QA agent
Web data pipelineContent growth agent
Platform hintsClaude, GPT-4, LangChain, OpenClaw, Claude CodeClaude, GPT-4, LangChain, CrewAI, OpenClawPython, Web Automation, RAG, Claude Code, Browser agentsPython, Web Automation, Claude Code
WarningsNo major risk signals from current metadataNo 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 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 engagement11 views
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Install
$ npx skills add firecrawl/firecrawl
$ npx skills add unclecode/crawl4ai
$ npx skills add D4Vinci/Scrapling
$ npx skills add scrapy/scrapy