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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

Scrapy

Most recent maintenance signal among this shortlist.

SignalMarkdown Web Browser

Renders any URL via headless Chrome, tiles screenshots into OCR slices, and streams structured Markdown + provenance back to AI agents and pipelines

Scrapy

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

Scrapegraph AI

Python scraper based on AI

Helium

Lighter web automation with Python

Quality
68/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
67/100
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.

Adoption164 stars
0 installs
63K stars
0 installs
27K stars
0 installs
8.3K stars
0 installs
FreshnessMay 18, 2026Jun 25, 2026Jun 15, 2026Jun 3, 2026
Use-case fit
Browser automationWeb scrapingDocument processing
Browser automationWeb scrapingCoding agents
Web scrapingBrowser automationCoding agents
Browser automationWeb scrapingCoding agents
Stack fit
Web data pipelineBrowser QA agent
Web data pipelineContent growth agent
Web data pipelineCoding review 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 OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo major risk signals from current metadata
Best forBrowser automation 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 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
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Install
$ npx skills add Dicklesworthstone/markdown_web_browser
$ npx skills add scrapy/scrapy
$ npx skills add ScrapeGraphAI/Scrapegraph-ai
$ npx skills add mherrmann/helium