jcodemunch-mcp
jgravelle/jcodemunch-mcp
jCodeMunch MCP is a local-first MCP server that indexes a codebase once and retrieves only the exact symbols an agent needs — functions, classes, methods, constants, outlines, and scoped context bundles — using tree-sitter AST parsing. It targets the token cost of code exploration, reporting a 96.5% reduction (28.3x fewer tokens) versus a grep-and-read agent in its published benchmark. It suits developers using Claude Code, Cursor, VS Code, Codex CLI, Windsurf, Continue, or any MCP-compatible client.
安装方式
pipx install jcodemunch-mcp项目说明
The most token-efficient MCP server for precise source code retrieval via tree-sitter AST parsing. Cut AI token costs 86-99% on code exploration (96% average, benchmarked at 28.3x fewer tokens than a grep-and-read agent) and stop burning your context window reading entire files.