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 2 skills
Use this as a shortlist, then open the skill detail page before adopting.
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
Fastembed
Most recent maintenance signal among this shortlist.
| Signal | Fastembed Fast, Accurate, Lightweight Python library to make State of the Art Embedding | Firecrawl Turn any website into LLM-ready markdown or structured data |
|---|---|---|
| Quality | 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. |
| Adoption | 3.1K stars Verified outcomes are shown on each skill page | 134K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 23, 2026 | Jun 17, 2026 |
| Use-case fit | ||
| Workflow fit | ||
| Platform hints | Python, RAG, Claude Code, OpenAI Agents | Claude, GPT-4, LangChain, OpenClaw, Claude Code |
| Warnings | No major risk signals from current metadata | No OpenAgentSkill engagement data yet |
| Best for | RAG and knowledge 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 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 | 8 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add qdrant/fastembed | $ npx skills add firecrawl/firecrawl |