jCodeMunch MCP - Structured Code Retrieval

Skill by ara.so — MCP Skills collection.

jCodeMunch is an MCP server that indexes codebases using tree-sitter AST parsing and enables structured retrieval of code symbols (functions, classes, methods, constants) with byte-level precision. It cuts code-reading token usage by 95%+ by letting agents retrieve exact implementations instead of reading entire files.

Core Concept

Traditional approach: open files → scan thousands of lines → repeat (token incinerator).

jCodeMunch approach: index once → query cheaply → retrieve exact symbols (95%+ token savings).

Installation

Quick Install (VS Code, Cursor, Claude Code)