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

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.

SignalGeo AI Agent

AI-powered tool to audit and optimize website content by crawling URLs, analyzing H1s, and generating actionable GEO recommendations with CrewAI.

Autoscraper

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

Scrapy

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

Helium

Lighter web automation with Python

Quality
56/100
Promising
100/100
Excellent
100/100
Excellent
99/100
Excellent
Decision verdict
46/100
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.

Adoption164 stars
Verified outcomes are shown on each skill page
7.9K stars
Verified outcomes are shown on each skill page
63K stars
Verified outcomes are shown on each skill page
8.3K stars
Verified outcomes are shown on each skill page
FreshnessOct 20, 2025Jul 29, 2026Jun 25, 2026Jun 3, 2026
Use-case fit
Browser automationWeb scrapingCoding agents
Web scrapingGitHub automationBrowser automation
Browser automationWeb scrapingCoding agents
Browser automationWeb scrapingCoding agents
Workflow fit
Web data pipelineContent growth agent
Web data pipelineCoding review agent
Web data pipelineContent growth agent
Browser QA agentWeb data pipeline
Platform hintsPython, Web Automation, Claude Code, Browser agentsPython, Web Automation, Claude CodePython, Web Automation, Claude CodePython, Web Automation, Claude Code, Browser agents
WarningsNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo major risk signals from current metadata
Best forBrowser automation workflows · Claude Code teams · builders willing to evaluate younger projectsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation 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
OpenAgentSkill engagement0 views
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Install
$ npx skills add brightdata/geo-ai-agent
$ npx skills add alirezamika/autoscraper
$ npx skills add scrapy/scrapy
$ npx skills add mherrmann/helium