
jevgrep
Find code by asking what it does. A CLI for coding agents that uses Jev to discover relevant files and source context.
The Lens
By Erik Loyd, SaaS CEO and former COO/CFO of an AWS Premier Partner.
Updated Sep 2026
jevgrep lets a coding agent find code by asking what it does instead of grepping for names. Ask where the app retries failed webhooks and it returns the relevant files plus source excerpts for the agent to read. MIT, a Node CLI plus an agent skill.
It doesn't run locally. Every search sends your source to Jev, TypeSafe's hosted classification model, through Vercel's AI Gateway, OpenRouter or TypeSafe directly. Jev costs $42 per billion input tokens with output free, so the search bill itself is tiny. Declaration parsing covers Python and TypeScript/JavaScript; everything else gets a plain-text fallback.
The pitch is cheaper agent runs. On ten SWE-bench tasks the author reports the same 8 of 10 solved at 25.8% lower total cost, Jev included. Promising, but ten tasks is a small sample. Agents working in big unfamiliar repos: try it. Small repos: the README itself says ripgrep may be all you need.
The catch is where your code goes. Every query uploads source to a third-party model. For private or regulated code, that's a call for your security team, not your agent.
Free vs Self-Hosted vs Paid
fully freeFree: The CLI and skill are MIT.
Required hosted model: Jev from TypeSafe, at $42 per billion input tokens ($0.042 per million), output free. Available directly or through Vercel AI Gateway (listed from $0.04 per million), OpenRouter or OpenCode Zen. There is no local model option.
Self-hosted: Node.js 22+ on macOS or Linux. Answers are cached locally; source goes to the model on every search.
Free CLI; searches bill through Jev at $42 per billion input tokens, which is pennies. The real cost is sending your code off-machine.
What to do by team size
- Solo
- free; the Jev bill is negligible
- Small team
- free, if your code can go to a third-party API
- Medium team
- Only after a security review of where source is sent
- Large team
- Skip it for private code until a self-hosted model exists
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License: MIT License
Use freely, including commercial. Just keep the license.
Commercial use: ✓ Yes
About
- Owner
- David Zhang (User)
- Stars
- 949
- Forks
- 58
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