Jevgrep is a command-line tool that lets coding agents search codebases using natural language queries instead of exact string matches. Requiring Node.js 22 and an API key for Vercel AI Gateway, OpenRouter, or similar providers, it indexes local repositories and outputs relevant file paths and source excerpts. In a ten-task SWE-bench repeat, using it cut agent token costs from about $7.62 to $4.52 per run.
It is worth installing if you regularly watch agents burn tokens wandering through unfamiliar directory trees. The catch is that it trades a small drop in solve rate for those savings, and you have to manually install the agent skill configuration per project. Skip it if you already rely on ripgrep and know your codebase layout.
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