back to home
jgravelle / jcodemunch-mcp
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.
View on GitHub2,542 stars
349 forks
4 issues
Python
AI Architecture Analysis
This repository is indexed by RepoMind. By analyzing jgravelle/jcodemunch-mcp in our AI interface, you can instantly generate complete architecture diagrams, visualize control flows, and perform automated security audits across the entire codebase.
Our Agentic Context Augmented Generation (Agentic CAG) engine loads full source files into context on-demand, avoiding the fragmentation of traditional RAG systems. Ask questions about the architecture, dependencies, or specific features to see it in action.
Source files are only loaded when you start an analysis to optimize performance.