Built in Python, jcodemunch-mcp is an open-source AI coding tool maintained by jgravelle. With 2.8k stars on GitHub, it was last updated in October 2026. Related topics: ai-coding, ast and claude.
“Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.”
— jgravelle, project description on GitHub
Details
| Category | Coding Assistants |
|---|---|
| GitHub stars | 2,782 |
| Forks | 375 |
| Language | Python |
| Last updated | |
| Owner | jgravelle |
| Website | jcodemunch.com |
| Repository | jgravelle/jcodemunch-mcp |
Tags
ai-codingastclaudeclaude-codeclinecode-intelligencecodexcontext-window
Repository facts from the GitHub public API, refreshed October 18, 2026. The quoted tagline is written by the project owner; the summary above is generated from public facts.