Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
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
AutoGPT
Most recent maintenance signal among this shortlist.
| Signal | Adk Java An open-source, code-first Java toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control. | AutoGPT Build and run autonomous AI agents for open-ended tasks | Langchain The agent engineering platform. | Firecrawl The API to search, scrape, and interact with the web at scale. 🔥 |
|---|---|---|---|---|
| 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 | 1.6K stars 0 installs | 186K stars 0 installs | 141K stars 0 installs |
| 139K stars 0 installs |
| Freshness | Jun 22, 2026 | Jul 19, 2026 | Jul 1, 2026 | Jun 26, 2026 |
| Use-case fit |
| Stack fit |
| Platform hints | Java, Multi-Agent, Claude Code | AutoGPT, Python, LLM, Claude Code, OpenAI Agents | Python, AI Agents, Claude Code, OpenAI Agents | TypeScript, AI Agents, Claude Code |
| Warnings | No major risk signals from current metadata | 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 | Workflow automation 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 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 | 4 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add google/adk-java | $ npx skills add Significant-Gravitas/AutoGPT | $ npx skills add langchain-ai/langchain | $ npx skills add firecrawl/firecrawl |