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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.

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Decision summary

Colly is the strongest overall pick here because it has a 100/100 readiness score and fits Web scraping.

Strongest overall

Colly

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Colly

Best first install candidate based on install readiness and adoption.

Freshest repo

Colly

Most recent maintenance signal among this shortlist.

SignalScraperai

ScraperAI is an open-source, AI-powered tool designed to simplify web scraping for users of all skill levels.

Newspaper

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

Colly

Elegant Scraper and Crawler Framework for Golang

Proxy Pool

Python ProxyPool for web spider

Quality
65/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
55/100
Needs manual review

Do a manual repository review before adding this to an agent workflow.

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.

Adoption416 stars
0 installs
15K stars
0 installs
25K stars
0 installs
23K stars
0 installs
FreshnessSep 18, 2025May 13, 2026Jun 18, 2026Jun 9, 2026
Use-case fit
Web scrapingDocument processingCoding agents
Web scrapingCoding agentsSports analytics
Web scrapingCoding agentsSports analytics
Web scrapingCoding agentsRAG and knowledge
Stack fit
Web data pipelineContent growth agent
Web data pipelineCoding review agent
Web data pipelineCoding review agent
Web data pipelineContent growth agent
Platform hintsHTML, Crawler, Claude Code, OpenAI Agents, LangChainPython, Crawler, Claude CodeGo, Crawler, Claude CodePython, Crawler, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forWeb scraping workflows · Claude Code teams · builders willing to evaluate younger projectsWeb 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 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 scraperai/scraperai
$ npx skills add codelucas/newspaper
$ npx skills add gocolly/colly
$ npx skills add jhao104/proxy_pool