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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 1 skill

Use this as a shortlist, then open the skill detail page before adopting.

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Decision summary

Scrapfly Scrapers is the strongest overall pick here because it has a 95/100 readiness score and fits Web scraping.

Strongest overall

Scrapfly Scrapers

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Scrapfly Scrapers

Best first install candidate based on install readiness and adoption.

Freshest repo

Scrapfly Scrapers

Most recent maintenance signal among this shortlist.

SignalScrapfly Scrapers

Scalable Python web scraping scripts for +40 popular domains

Quality
82/100
Strong
Decision verdict
95/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Adoption1.0K stars
0 installs
FreshnessJul 17, 2026
Use-case fit
Web scrapingCoding agentsSports analytics
Workflow fit
Web data pipelineCoding review agent
Platform hintsPython, Crawler, Claude Code
WarningsNo major risk signals from current metadata
Best forWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signals
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The skill layer for AI agents: discover, compare, audit, and install reusable capabilities across Codex, Claude Code, Cursor, and agent runtimes.

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PrivacyBuilt for agent-native discovery
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement3 views
0 install copies
Install
$ npx skills add scrapfly/scrapfly-scrapers