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.

SignalScrapecraft

🤖 AI-powered web scraping editor with visual workflow builder. Build, test & deploy web scrapers using natural language. Powered by ScrapeGraphAI & LangGraph.

Autoscraper

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

Scrapy

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

Scrapegraph AI

Python scraper based on AI

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.

Adoption656 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
27K stars
Verified outcomes are shown on each skill page
FreshnessDec 26, 2025Jul 29, 2026Jun 25, 2026Jun 15, 2026
Use-case fit
Web scrapingBrowser automationCoding agents
Web scrapingGitHub automationBrowser automation
Browser automationWeb scrapingCoding agents
Web scrapingBrowser automationCoding agents
Workflow fit
Web data pipelineBrowser QA agent
Web data pipelineCoding review agent
Web data pipelineContent growth agent
Web data pipelineCoding review agent
Platform hintsPython, Web Automation, Claude CodePython, Web Automation, Claude CodePython, Web Automation, Claude CodePython, Web Automation, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo 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 signalsBrowser automation 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 ScrapeGraphAI/scrapecraft
$ npx skills add alirezamika/autoscraper
$ npx skills add scrapy/scrapy
$ npx skills add ScrapeGraphAI/Scrapegraph-ai