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

Autoscraper

Most recent maintenance signal among this shortlist.

SignalCrawler

Library for Rapid (Web) Crawler and Scraper Development

Scrapy

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

Colly

Elegant Scraper and Crawler Framework for Golang

Autoscraper

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

Quality
73/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
72/100
Strong shortlist

Shortlist this skill and compare it with close alternatives before production adoption.

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.

Adoption368 stars
Verified outcomes are shown on each skill page
63K 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
FreshnessMay 3, 2026Jun 25, 2026Jun 18, 2026Jul 29, 2026
Use-case fit
Web scrapingBrowser automationCoding agents
Browser automationWeb scrapingCoding agents
Web scrapingCoding agentsSports analytics
Web scrapingGitHub automationBrowser automation
Workflow fit
Web data pipelineContent growth agent
Web data pipelineContent growth agent
Web data pipelineCoding review agent
Web data pipelineCoding review agent
Platform hintsPHP, Web Automation, Claude Code, Browser agentsPython, Web Automation, Claude CodeGo, Crawler, Claude CodePython, 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 · builders willing to evaluate younger projectsBrowser 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 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 crwlrsoft/crawler
$ npx skills add scrapy/scrapy
$ npx skills add gocolly/colly
$ npx skills add alirezamika/autoscraper