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.

Signal	Mentals AI No code AI agents	Vane Vane is an AI-powered answering engine.	Claude Mem Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More	Firecrawl The API to search, scrape, and interact with the web at scale. 🔥
Quality	53/100 Needs review	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	43/100 Needs manual review Do a manual repository review before adding this to an agent workflow.	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.
Adoption	446 stars 0 installs	35K stars 0 installs	84K stars 0 installs	139K stars 0 installs
Freshness	Jan 16, 2025	Apr 11, 2026	Jun 24, 2026	Jun 26, 2026
Use-case fit	Coding agents GitHub automation RAG and knowledge	RAG and knowledge GitHub automation Coding agents	Coding agents GitHub automation Sports analytics	Web scraping Coding agents RAG and knowledge
Stack fit	Coding review agent Content growth agent	RAG knowledge base Content growth agent	Coding review agent Content growth agent	Web data pipeline Coding review agent
Platform hints	C++, AI Agents, Claude Code, OpenAI Agents	TypeScript, AI Agents, Claude Code	JavaScript, AI Agents, Claude Code, OpenAI Agents	TypeScript, AI Agents, Claude Code
Warnings	Repository looks stale · No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet
Best for	Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects	RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that require actively maintained dependencies · production agents without a repository review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add turing-machines/mentals-ai`	`$ npx skills add ItzCrazyKns/Vane`	`$ npx skills add thedotmack/claude-mem`	`$ npx skills add firecrawl/firecrawl`