ast-outline-mcp

An MCP (Model Context Protocol) server for ast-outline — a tree-sitter-based CLI that lets AI coding agents pull exactly what they need from a codebase: structural outlines, module digests, symbol bodies, and AST-aware grep.

Why

LLM coding agents explore codebases by reading files directly. A 1200-line file costs 1200 lines of context just to answer "what methods are in here?" — ast-outline provides the file's shape in 60–100 lines, and this MCP server exposes that functionality to any MCP-compatible client.

Related MCP server: agentmako

Prerequisites

• Node.js >= 18

• ast-outline CLI installed and available on PATH (installation guide)

uv tool install ast-outline

Installation

Run via npx (no install needed)

npx ast-outline-mcp

Install globally

npm install -g ast-outline-mcp
ast-outline-mcp

MCP Client Configuration

Add to your MCP client config (e.g., Claude Desktop):

{
  "mcpServers": {
    "ast-outline": {
      "command": "npx",
      "args": ["ast-outline-mcp"]
    }
  }
}

Local development

npm install
npm run build
npm start

Tools

ast_outline

Get a structural outline of one or more files or directories. Returns signatures with line ranges (no bodies).

Parameters:

• paths (string[], required) — File or directory paths to outline

• json (boolean) — Return machine-readable JSON output

• imports (boolean) — Include import/use/using statements

• noPrivate (boolean) — Exclude private members

• noFields (boolean) — Exclude fields/properties

• noDocs (boolean) — Exclude documentation comments

• noAttrs (boolean) — Exclude attributes/decorators

ast_digest

Get a compact one-page module map of a directory. Each file gets a size label and token estimate.

Parameters:

• paths (string[], required) — Directory paths to digest

• json (boolean) — Return machine-readable JSON output

ast_show

Extract the full source body of one or more symbols from a file.

Parameters:

• file (string, required) — File path to extract symbols from

• symbols (string[], required) — Symbol names to extract

• json (boolean) — Return machine-readable JSON output

• signature (boolean) — Return header/signature only, no body

ast_grep

AST-aware structural search across files. Matches grouped by enclosing class/function.

Parameters:

• pattern (string, required) — Search pattern (literal or regex, auto-detected)

• paths (string[], required) — File or directory paths to search

• json (boolean) — Return machine-readable JSON output

• kind (enum: def|call|ref|import) — Narrow results by classification kind

• wordMatch (boolean) — Match whole words only

• caseInsensitive (boolean) — Case-insensitive matching

• filesOnly (boolean) — List matching files only

• count (boolean) — Show match counts per file

• maxCount (number) — Maximum number of matches per file

Prompts

explore_codebase

A prompt that guides an LLM to efficiently explore a codebase using ast-outline tools.

Development

npm install
npm test
npm run build

Supported Languages

ast-outline supports 20+ languages including TypeScript, Python, Go, Rust, C#, Java, Kotlin, Ruby, PHP, and more. See the full list.

License

MIT