jgravelle/jcodemunch-mcp

Symbol-level code retrieval for AI agents: fetch the function you need, not the whole file. Runs locally. 94.5% fewer tokens per lookup on average than grep-and-read on our 15-lookup benchmark. Works with Claude Code, Cursor, Codex and any MCP client. Free for non-commercial use; commercial use needs a one-time license.

1 best points · 0 comments · 1 Hacker News post · 2,836 GitHub stars · View on GitHub

Hacker News discussions

• Until They Make an MCP-Arena (1 points, 0 comments, by jjgravelle, 2026-03-16)