AI-Powered Code Intelligence

Analyze codebases with semantic search, organize with context packs, and integrate with AI assistants via MCP.

# Install autodoc
pip install ai-code-autodoc

# Analyze your codebase
autodoc analyze ./src --save

# Search with natural language
autodoc search "authentication flow"

# Generate context packs
autodoc pack auto-generate --save

Features

🔍

Semantic Search

Search your codebase using natural language. Find functions, classes, and patterns with AI-powered embeddings.

📦

Context Packs

Organize code into logical groups. Auto-detect features, track dependencies, and analyze impact of changes.

🤖

MCP Integration

Connect to Claude and other AI assistants via the Model Context Protocol. Give AI full codebase awareness.

⚡

Local Embeddings

Free semantic search using local sentence-transformers. No API keys required for basic functionality.

🔄

Impact Analysis

Understand how file changes affect context packs and dependent code. Plan refactors with confidence.

📊

Code Graph

Visualize relationships between modules, functions, and classes. Explore your architecture interactively.

Installation

Available as a CLI tool and SDKs for Python and Node.js

🐍 Python / CLI

pip install ai-code-autodoc View on PyPI →

📦 Node.js

npm install @autodoc-ai/sdk View on npm →

🔧 From Source

git clone github.com/Emberfield/autodoc View on GitHub →

MCP Server

Connect autodoc to Claude Desktop or any MCP-compatible AI assistant for full codebase intelligence.

Claude Desktop Config

{
  "mcpServers": {
    "autodoc": {
      "transport": "sse",
      "url": "https://mcp.autodoc.tools/sse"
    }
  }
}