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

Newspaper

Most recent maintenance signal among this shortlist.

SignalScrapy

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

Colly

Elegant Scraper and Crawler Framework for Golang

Newspaper

newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs:

Helium

Lighter web automation with 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.

Adoption63K stars
0 installs
25K stars
0 installs
15K stars
0 installs
8.3K stars
0 installs
FreshnessJun 25, 2026Jun 18, 2026Jul 8, 2026Jun 3, 2026
Use-case fit
Browser automationWeb scrapingCoding agents
Web scrapingCoding agentsSports analytics
Web scrapingCoding agentsSports analytics
Browser automationWeb scrapingCoding agents
Workflow fit
Web data pipelineContent growth agent
Web data pipelineCoding review agent
Web data pipelineCoding review agent
Browser QA agentWeb data pipeline
Platform hintsPython, Web Automation, Claude CodeGo, Crawler, Claude CodePython, Crawler, Claude CodePython, Web Automation, Claude Code, Browser agents
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadata
Best forBrowser 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 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
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Install
$ npx skills add scrapy/scrapy
$ npx skills add gocolly/colly
$ npx skills add codelucas/newspaper
$ npx skills add mherrmann/helium