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.
Last commit November 3, 2026, 8 days ago.
2,831 GitHub stars and 0 Honeystax upvotes. Copy the install, test the workflow, then decide if it earns a permanent slot.
You can test this quickly and remove it cleanly if it misses.
Starts at 6. Added: no security policy +8.
AI Agent
Multiple
Model
Multiple
Fastest way to find out if jcodemunch-mcp belongs in your setup.
Copy the install command, run a real test, and back it out cleanly if it slows you down.
claude mcp add jcodemunch-mcp -- npx jcodemunch-mcpRun this first. You will know quickly if the workflow earns a permanent slot.
claude mcp remove jcodemunch-mcpNo messy cleanup loop. If it misses, remove it and keep moving.
Install Location
~/ └─ .claude.json └─ mcp_servers/ └─ jcodemunch-mcp ← registers here
jcodemunch-mcp is listed on Honeystax as a MCP Server for Multiple, since July 18, 2026. Its code is at github.com/jgravelle/jcodemunch-mcp, with 2,831 GitHub stars and 0 open issues. Last commit November 3, 2026, 8 days ago. GitHub's community health check gives it 85 out of 100.
Source: GitHub repository
Source check: November 3, 2026
Upstream commit: November 3, 2026
Repository state: Not marked archived
Honeystax upvotes are community interest signals, not star ratings. GitHub stars and repository health are source measurements; editorial risk and trial-cost notes are Honeystax analysis.