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
Weaviate is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Weaviate
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Weaviate
Best first install candidate based on install readiness and adoption.
Freshest repo
Weaviate
Most recent maintenance signal among this shortlist.
| Signal | Moss The retrieval layer for production AI systems. Lightning-fast (<10ms) search without vector databases. Built for browser, edge, on-device, and cloud. | Txtai 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows | Weaviate Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database. | Cocoindex Incremental engine for long horizon agents 🌟 Star if you like it! |
|---|---|---|---|---|
| Quality | 77/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 76/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 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 | 421 stars Verified outcomes are shown on each skill page | 13K stars Verified outcomes are shown on each skill page | 17K stars Verified outcomes are shown on each skill page | 10K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 16, 2026 | Jun 22, 2026 | Jul 24, 2026 | Jun 19, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, Semantic Search, Claude Code, Browser agents | Python, Semantic Search, Claude Code | Go, Semantic Search, Claude Code | Rust, Semantic Search, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No major risk signals from current metadata |
| Best for | RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge 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 | 7 views 0 install copies |
| Install | $ npx skills add usemoss/moss | $ npx skills add neuml/txtai | $ npx skills add weaviate/weaviate | $ npx skills add cocoindex-io/cocoindex |