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

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

Strongest overall

Proxy Pool

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

Fastest prototype

Proxy Pool

Best first install candidate based on install readiness and adoption.

Freshest repo

Scrapfly Scrapers

Most recent maintenance signal among this shortlist.

SignalScrapfly Scrapers

Scalable Python web scraping scripts for +40 popular domains

Newspaper

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

Proxy Pool

Python ProxyPool for web spider

Maxun

🔥 The open-source no-code platform for web scraping, crawling, search and AI data extraction • Turn websites into structured APIs in minutes 🔥

Quality
76/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
90/100
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.

Adoption1.0K stars
Verified outcomes are shown on each skill page
15K stars
Verified outcomes are shown on each skill page
23K stars
Verified outcomes are shown on each skill page
16K stars
Verified outcomes are shown on each skill page
FreshnessJul 17, 2026Jul 8, 2026Jun 9, 2026Jul 2, 2026
Use-case fit
Workflow fit
Platform hintsPython, Crawler, Claude CodePython, Crawler, Claude CodePython, Crawler, Claude CodeTypeScript, Browser Automation, Claude Code, Browser agents
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 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 engagement5 views
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Install
$ npx skills add scrapfly/scrapfly-scrapers
$ npx skills add codelucas/newspaper
$ npx skills add jhao104/proxy_pool
$ npx skills add getmaxun/maxun