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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

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.

Rod

A Chrome DevTools Protocol driver for web automation and scraping.

Awesome Web Scraping

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

Quality
75/100
Strong
100/100
Excellent
100/100
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
0 installs
62K stars
0 installs
7.0K stars
0 installs
7.9K stars
0 installs
FreshnessMar 12, 2026Jun 11, 2026May 24, 2026May 28, 2026
Use-case fit
Web scrapingBrowser automationCoding agents
Browser automationWeb scrapingCoding agents
Coding agentsBrowser automationWeb scraping
Web scrapingBrowser automationCoding agents
Stack fit
Web data pipelineCoding review agent
Web data pipelineContent growth agent
Coding review agentWeb data pipeline
Web data pipelineCoding review agent
Platform hintsTypeScript, Web Automation, Claude CodePython, Web Automation, Claude CodeGo, Web Automation, Claude CodeMakefile, Web Automation, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadata
Best forWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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 go-rod/rod
$ npx skills add lorien/awesome-web-scraping