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

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.

SignalDeepcrawl

100% free and full open-source edge Firecrawl alternative with better links extraction for agents - that you can deploy to cloudflare or vercel by yourself.

Scrapy

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

Awesome Web Scraping

List of libraries, tools and APIs for web scraping and data processing.

Colly

Elegant Scraper and Crawler Framework for Golang

Quality
75/100
Strong
100/100
Excellent
99/100
Excellent
100/100
Excellent
Decision verdict
86/100
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.

Adoption580 stars
Verified outcomes are shown on each skill page
63K stars
Verified outcomes are shown on each skill page
7.9K stars
Verified outcomes are shown on each skill page
25K stars
Verified outcomes are shown on each skill page
FreshnessMar 12, 2026Jun 25, 2026May 28, 2026Jun 18, 2026
Use-case fit
Web scrapingBrowser automationCoding agents
Browser automationWeb scrapingCoding agents
Web scrapingBrowser automationCoding agents
Web scrapingCoding agentsSports analytics
Workflow fit
Web data pipelineCoding review agent
Web data pipelineContent growth agent
Web data pipelineCoding review agent
Web data pipelineCoding review agent
Platform hintsTypeScript, Web Automation, Claude CodePython, Web Automation, Claude CodeMakefile, Web Automation, Claude CodeGo, Crawler, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forWeb 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 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 engagement0 views
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Install
$ npx skills add lumpinif/deepcrawl
$ npx skills add scrapy/scrapy
$ npx skills add lorien/awesome-web-scraping
$ npx skills add gocolly/colly