CodeBoarding is an open-source tool designed for codebase analysis, providing high-level diagram representations using advanced static analysis and large language model (LLM) agents. This tool enhances onboarding, documentation, and understanding of complex systems, making it ideal for developers working on large-scale projects.

Key Features:

• Modular Visualization: Extracts modules and their relationships using the control flow graph of the project, creating a clear visual representation.
• Multi-level Abstraction: Utilizes LLM agents to generate diagrams at varying levels of abstraction, supporting multiple providers for flexibility.
• Interactive Diagrams: Outputs diagrams in Mermaid.js format, enabling easy integration into documentation, integrated development environments (IDEs), and CI/CD pipelines.

Usage Examples:

Explore how CodeBoarding has visualized over 300 popular open-source projects, including:

ChatTTS

PyTorch

Integrations:

CodeBoarding seamlessly integrates with various tools to enhance its functionality:

• VS Code Extension: Interact directly with diagrams in the IDE. Get it here.
• GitHub Action: Automate diagram generation within CI/CD workflows. Find out more.
• MCP Server: Provides concise documentation to AI assistants like ClaudeCode, VSCode, and others. Learn more about MCP Server.

Vision:

CodeBoarding aims to create a unified, high-level representation of codebases that is both accurate and accessible, integrating smoothly into IDEs, MCP servers, and overall development workflows.