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.
ORIGINAL REPOSITORY
jgravelle/jcodemunch-mcp ↗GitHub activity
- Stars
- 2,841
- Forks
- 371
- Open issues and PRs
- 2
- Repository size
- ~46,762 KB
- Default branch
- main
- Created
- Feb 8, 2026
- Repository updated
- Nov 10, 2026
- Last push
- Nov 11, 2026
- Language
- Python
- License
- Other
Topics ai-coding · ast · claude · claude-code · cline · code-intelligence · codex · context-window · copilot · cursor · developer-tools · gemini-cli
Repository-wide figures from GitHub, checked Nov 11, 2026. Stars are endorsements, not a Mega AI Hub quality rating. Repository size is GitHub’s estimate; a ZIP download may differ.
Resource information
- Original repository
- jgravelle/jcodemunch-mcp
- Credit basis
- GitHub repository owner or organization; individual authorship is not asserted
- Publisher
- jgravelle
- Upstream last modified
- Nov 3, 2026
- Official website
- https://github.com/jgravelle/jcodemunch-mcp
- Languages
- Python
- Access
- Open original GitHub repository; publisher terms apply
- Last checked
- Nov 3, 2026
- License
- Other
- Last record update
- Nov 3, 2026