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

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

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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

Mem0

Most recent maintenance signal among this shortlist.

SignalFirecrawl

The API to search, scrape, and interact with the web at scale. 🔥

Rowboat

Open-source AI coworker, with memory

Suna

The Company AI Command Center

Mem0

Universal memory layer for AI Agents

Quality
100/100
Excellent
100/100
Excellent
99/100
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.

Adoption139K stars
Verified outcomes are shown on each skill page
15K stars
Verified outcomes are shown on each skill page
20K stars
Verified outcomes are shown on each skill page
61K stars
Verified outcomes are shown on each skill page
FreshnessJun 26, 2026Jun 14, 2026Jun 15, 2026Jul 18, 2026
Use-case fit
Web scrapingCoding agentsRAG and knowledge
Coding agentsSports analyticsGitHub automation
Coding agentsSports analyticsGitHub automation
Coding agentsSports analyticsGitHub automation
Workflow fit
Web data pipelineCoding review agent
Coding review agentContent growth agent
Coding review agentContent growth agent
Coding review agentContent growth agent
Platform hintsTypeScript, AI Agents, Claude CodeTypeScript, AI Agents, Claude Code, OpenAI AgentsTypeScript, AI Agents, Claude CodePython, AI Agents, Claude Code, OpenAI Agents
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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
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Install
$ npx skills add firecrawl/firecrawl
$ npx skills add rowboatlabs/rowboat
$ npx skills add kortix-ai/suna
$ npx skills add mem0ai/mem0