Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Meilisearch
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Meilisearch
Best first install candidate based on install readiness and adoption.
Freshest repo
PageIndex
Most recent maintenance signal among this shortlist.
| Signal | Polywise The open source agentic content system to make your contents alive. Self-hosted on any platform. ◑ | PageIndex 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG | Meilisearch A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications. | WeKnora Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. |
|---|---|---|---|---|
| Quality | 80/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 91/100 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 | 783 stars Verified outcomes are shown on each skill page | 34K stars Verified outcomes are shown on each skill page | 59K stars Verified outcomes are shown on each skill page |
| 16K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 11, 2026 | Jul 18, 2026 | Jul 18, 2026 | Jun 18, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | TypeScript, RAG, Claude Code | Python, Vector Search, Claude Code | Rust, Semantic Search, Claude Code | Go, Semantic Search, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | 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 | 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 | 0 views 0 install copies |
| Install | $ npx skills add MatrixAges/polywise | $ npx skills add VectifyAI/PageIndex | $ npx skills add meilisearch/meilisearch | $ npx skills add Tencent/WeKnora |