jcodemunch-mcp
Symbol-level code retrieval for AI agents: fetch the function you need, not the whole file. Runs locally. 96.2% 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.
What we know
| MCP server | Yessource, checked 2026-11-14 |
|---|---|
| Open source | Yessource, checked 2026-11-14 |
| GitHub stars | 2,850source, checked 2026-11-14 |
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For the team behind jcodemunch-mcp
Growth plan: from $399 a month
SEO, AI search (how ChatGPT, Perplexity and Google describe jcodemunch-mcp), UX, CRO and support from one account manager, with a monthly report. Includes a Featured launch on db.fyi. Starts with a free audit.
Founding offer: $299 a month for your first 3 months, plus a free case study.
Listed 2026-11-14 · updated 2026-11-14