What does Jcodemunch Mcp do differently than reading entire files?
It indexes the codebase using tree-sitter and retrieves only the exact code needed (symbols, outlines, context bundles) with byte-level precision, cutting token usage by 95%+.
@jgravelle
基本情報
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.
以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。
{
"mcpServers": {
"jcodemunch": {
"command": "uvx",
"args": [
"jcodemunch-mcp"
]
}
}
}ツール一覧はまだありません
この掲載には表示できるツール一覧がまだありません。サーバーにツールがないという意味ではありません。対応機能はプロジェクトのドキュメントをご確認ください。
上のボタンで一時的なサンドボックスでこのサーバーを実行し、ツール一覧を取得できます。
Jcodemunch Mcp is a token-efficient MCP server for precise GitHub source code retrieval via tree-sitter AST parsing. It cuts AI token costs by 95%+ by indexing codebases once and retrieving only exact symbols (functions, classes, methods) instead of entire files. It is designed for developers using AI agents like Claude Code, Cursor, VS Code, and any MCP-compatible client.
Install via pip install jcodemunch-mcp or uvx jcodemunch-mcp. One-click install buttons are available for VS Code, VS Code Insiders, and Cursor. A quickstart guide is at QUICKSTART.md, and full documentation covers tool reference, configuration, and agent hooks.
It indexes the codebase using tree-sitter and retrieves only the exact code needed (symbols, outlines, context bundles) with byte-level precision, cutting token usage by 95%+.
Jcodemunch Mcp requires Python and can be installed via pip or uvx. It runs locally and works with any MCP-compatible client (Claude Code, Cursor, VS Code, etc.).
Indexes are stored locally on the user's machine. The server is local-first; no external data transfer is required.
It uses the standard MCP protocol (stdio transport by default). No authentication mechanism is specified in the README.
No, it is free for non-commercial use only. Commercial use requires a paid license: Builder ($79/1 dev), Studio ($349/up to 5 devs), or Platform ($1,999/org-wide).

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