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

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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

Autoscraper

Most recent maintenance signal among this shortlist.

SignalMlscraper

🤖 Scrape data from HTML websites automatically by just providing examples

Newspaper

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

Colly

Elegant Scraper and Crawler Framework for Golang

Autoscraper

A Smart, Automatic, Fast and Lightweight Web Scraper for Python

Quality
67/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
69/100
Prototype first

Prototype with this skill first; keep a fallback candidate ready.

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.

Adoption1.4K stars
Verified outcomes are shown on each skill page
15K stars
Verified outcomes are shown on each skill page
25K stars
Verified outcomes are shown on each skill page
7.9K stars
Verified outcomes are shown on each skill page
FreshnessMar 17, 2024Jul 8, 2026Jun 18, 2026Jul 29, 2026
Use-case fit
Web scrapingCoding agentsSports analytics
Web scrapingCoding agentsSports analytics
Web scrapingCoding agentsSports analytics
Web scrapingGitHub automationBrowser automation
Workflow fit
Web data pipelineCoding review agent
Web data pipelineCoding review agent
Web data pipelineCoding review agent
Web data pipelineCoding review agent
Platform hintsPython, Crawler, Claude CodePython, Crawler, Claude CodeGo, Crawler, Claude CodePython, Web Automation, Claude Code
WarningsRepository looks stale · No 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 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 require actively maintained dependencies · production agents without a repository 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 lorey/mlscraper
$ npx skills add codelucas/newspaper
$ npx skills add gocolly/colly
$ npx skills add alirezamika/autoscraper