Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
AutoGPT is the strongest overall pick here because it has a 100/100 readiness score and fits Workflow automation.
Strongest overall
AutoGPT
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
AutoGPT
Best first install candidate based on install readiness and adoption.
Freshest repo
Agno
Most recent maintenance signal among this shortlist.
| Signal | 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. 🔥 | Agno Build, run, and manage agent platforms. | AutoGPT Build and run autonomous AI agents for open-ended tasks |
|---|---|---|---|---|
| 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. |
| Adoption | 84K stars Verified outcomes are shown on each skill page | 139K stars Verified outcomes are shown on each skill page | 42K stars Verified outcomes are shown on each skill page | 186K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 24, 2026 | Jun 26, 2026 | Aug 10, 2026 | Jul 19, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | JavaScript, AI Agents, Claude Code, OpenAI Agents | TypeScript, AI Agents, Claude Code | Python, AI Agents, Claude Code | AutoGPT, Python, LLM, Claude Code, OpenAI Agents |
| Warnings | 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 · teams that value GitHub adoption signals | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals | Workflow automation 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 | 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 thedotmack/claude-mem | $ npx skills add firecrawl/firecrawl | $ npx skills add agno-agi/agno | $ npx skills add Significant-Gravitas/AutoGPT |