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.

Add more skills

Decision summary

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

Strongest overall

Firecrawl

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

Fastest prototype

Firecrawl

Best first install candidate based on install readiness and adoption.

Freshest repo

Firecrawl

Most recent maintenance signal among this shortlist.

SignalComposio

Integration platform for AI agents with 250+ app connectors

Firecrawl

Turn any website into LLM-ready markdown or structured data

Browser Use

Make AI agents interact with websites using natural language

Crawl4AI

Open-source LLM-friendly web crawler and scraper

Quality
100/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
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.

100/100
Production-ready

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

Adoption29K stars
19K installs
132K stars
25K installs
97K stars
28K installs
66K stars
31K installs
FreshnessJun 10, 2026Jun 12, 2026Jun 1, 2026May 22, 2026
Use-case fit
Browser automationWorkflow automationGitHub automation
Web scrapingBrowser automationLocal desktop
Browser automationWeb scrapingTesting and QA
Web scrapingBrowser automationDocument processing
Stack fit
Browser QA agentContent growth agent
Web data pipelineBrowser QA agent
Browser QA agentWeb data pipeline
Web data pipelineBrowser QA agent
Platform hintsClaude, GPT-4, LangChain, CrewAI, AutoGPTClaude, GPT-4, LangChain, OpenClaw, Claude CodeClaude, GPT-4, LangChain, OpenClaw, Claude CodeClaude, GPT-4, LangChain, CrewAI, OpenClaw
WarningsNo major risk signals from current metadataNo major risk signals from current metadataNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forBrowser 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 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
0 install copies
6 views
0 install copies
5 views
1 install copies
0 views
0 install copies
Install
$ npx skills add ComposioHQ/composio
$ npx skills add firecrawl/firecrawl
$ npx skills add browser-use/browser-use
$ npx skills add unclecode/crawl4ai