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
Elasticsearch is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Elasticsearch
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Elasticsearch
Best first install candidate based on install readiness and adoption.
Freshest repo
Elasticsearch
Most recent maintenance signal among this shortlist.
| Signal | FunpySpiderSearchEngine Word2vec 千人千面 个性化搜索 + Scrapy2.3.0(爬取数据) + ElasticSearch7.9.1(存储数据并提供对外Restful API) + Django3.1.1 搜索 | Elasticsearch Free and Open Source, Distributed, RESTful Search Engine | Searxng SearXNG is a free internet metasearch engine which aggregates results from various search services and databases. Users are neither tracked nor profiled. | Flexsearch Next-generation full-text search library for Browser and Node.js |
|---|---|---|---|---|
| Quality | 56/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 58/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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 | 934 stars Verified outcomes are shown on each skill page | 77K stars Verified outcomes are shown on each skill page | 32K stars Verified outcomes are shown on each skill page | 14K stars Verified outcomes are shown on each skill page |
| Freshness | Feb 8, 2023 | Jun 16, 2026 | Jun 16, 2026 | May 29, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, Search, Claude Code | Java, Search, Claude Code | Python, Search, Claude Code | JavaScript, Search, Claude Code, Browser agents |
| 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 · 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 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 mtianyan/FunpySpiderSearchEngine | $ npx skills add elastic/elasticsearch | $ npx skills add searxng/searxng | $ npx skills add nextapps-de/flexsearch |