Symbol-level code retrieval for AI agents: fetch the function you need, not the whole file. Runs locally. 96.2% fewer tokens per lookup than grep-and-read on our 15-lookup benchmark. Works with Claude Code, Cursor, Codex and any MCP client.
jgravelle/jcodemunch-mcp has 2,817 GitHub stars. It gained +12 stars over 3 recorded days in the last 30 days (snapshots through Oct 29, 2026).
Its biggest recent day was Oct 5, 2026, with +5 stars.
It currently ranks #38911 daily, #39048 weekly, #39996 monthly by momentum on Trending Repos; its best-ever rank is #130.
Trending Repos first recorded it on May 17, 2026.
| Date | Stars gained | Total stars | Forks gained |
|---|---|---|---|
| +2 | 2,779 | +1 | |
| +5 | 2,759 | 0 | |
| +5 | 2,732 | +2 |