Jev in production › Search, ranking and matching
GStars
Reranks GitHub Stars keyword search results by relevance with Jev, syncing about 1500 stars in 35 seconds (GStars).
1500measured, as published by the source
- Use
- Search, ranking and matching
- Industry
- Developer tools
- Form
- Open-source tool
- Stage
- In production
- Plugs into
- GitHub
- Listed
- 2026-09-25
- Found via
- github
- Repository
- DracoYan-111/GStars
- Stars
- 6
- Forks
- 0
- Last push
- 2026-10-06
- Language
- TypeScript
- License
- MIT
The README opens with
🔍 Find that repo you starred three years ago — just describe it.
GStars adds a search box to the top of any GitHub user's Stars page. Describe what you are looking for — in English, Chinese, or a mix, such as claude code skills to save tokens — and it finds the matching repositories among everything that user has starred.
🧠 Natural-language search Keyword recall runs locally first, then results are re-ranked by relevance with TypeSafe's Jev decision model.
Badge
For the project's own README, linking back here:
Also used for search, ranking and matching
- jegrep $0.01–0.03
- pi-web-search ~2k free uses/month
- Jev Graph Search 81.8%
- Jev RAG 0.444
- oko (bartlomein) 13–44% fewer tokens
- jevsearch 83%
- askgrep $0.0049
- genigrep 7%