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.

SignalAI Map Py

AI Map is an AI-powered website mapping tool by Oxylabs AI Studio that uses natural language prompts to intelligently discover and extract relevant URLs from any website.

Scrapy

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

Autoscraper

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

Colly

Elegant Scraper and Crawler Framework for Golang

Quality
87/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
98/100
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.

Adoption1.3K stars
Verified outcomes are shown on each skill page
63K stars
Verified outcomes are shown on each skill page
7.9K stars
Verified outcomes are shown on each skill page
25K stars
Verified outcomes are shown on each skill page
FreshnessApr 2, 2026Jun 25, 2026Jul 29, 2026Jun 18, 2026
Use-case fit
Web scrapingBrowser automationCoding agents
Browser automationWeb scrapingCoding agents
Web scrapingGitHub automationBrowser automation
Web scrapingCoding agentsSports analytics
Workflow fit
Web data pipelineCoding review agent
Web data pipelineContent growth agent
Web data pipelineCoding review agent
Web data pipelineCoding review agent
Platform hintsWeb Automation, Claude CodePython, Web Automation, Claude CodePython, Web Automation, Claude CodeGo, Crawler, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser 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
OpenAgentSkill engagement0 views
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Install
$ npx skills add oxylabs/ai-map-py
$ npx skills add scrapy/scrapy
$ npx skills add alirezamika/autoscraper
$ npx skills add gocolly/colly