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
Meilisearch
Most recent maintenance signal among this shortlist.
| Signal | DocuMind A document based RAG application | Tantivy Tantivy is a full-text search engine library inspired by Apache Lucene and written in Rust | Meilisearch A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications. | Sonic 🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM. |
|---|---|---|---|---|
| Quality | 47/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 37/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 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 | 135 stars Verified outcomes are shown on each skill page | 15K stars Verified outcomes are shown on each skill page | 59K stars Verified outcomes are shown on each skill page |
| 21K stars Verified outcomes are shown on each skill page |
| Freshness | Mar 28, 2025 | Jun 16, 2026 | Jul 18, 2026 | Jun 12, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Rust, RAG, Claude Code | Rust, Search, Claude Code | Rust, Semantic Search, Claude Code | Rust, Search, Claude Code |
| Warnings | Repository looks stale · 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 · 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 require actively maintained dependencies · production agents without a repository 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 Harry-027/DocuMind | $ npx skills add quickwit-oss/tantivy | $ npx skills add meilisearch/meilisearch | $ npx skills add valeriansaliou/sonic |