# Cartographer > Cartographer is an open-source CLI tool that generates structured maps of codebases to provide AI agents and LLMs with rich context about project architecture and file relationships. Cartographer is an open-source command-line tool designed to help AI agents and large language models (LLMs) understand codebases by generating structured, hierarchical maps of project files and their relationships. It analyzes a repository's directory structure and produces concise, context-rich summaries that can be fed directly into AI coding assistants or agentic workflows. By providing a high-level "map" of a codebase, Cartographer reduces the token overhead of passing entire file trees to LLMs while preserving the architectural context needed for intelligent code navigation and generation. - **Codebase Mapping**: *Automatically traverses a project directory and generates a structured map of files, folders, and their relationships, giving AI agents a clear architectural overview.* - **LLM Context Optimization**: *Produces compact, token-efficient representations of codebases so AI models can reason about large projects without exceeding context windows.* - **AI Agent Integration**: *Designed to plug directly into agentic pipelines, providing agents with the context they need to navigate, edit, and understand code autonomously.* - **Open Source**: *Fully open-source under a permissive license, allowing developers to inspect, modify, and extend the tool for their own workflows.* - **CLI Interface**: *Simple command-line interface makes it easy to run Cartographer on any project directory and pipe output to other tools or AI systems.* - **Configurable Output**: *Supports customization of output format and depth, letting users tailor the generated map to their specific use case or model requirements.* To get started, clone the repository from GitHub and run the CLI against your project directory. The output can be passed directly to an LLM or AI agent as part of a system prompt or context injection step. ## Features - Codebase directory mapping - LLM context generation - AI agent integration - Token-efficient output - CLI interface - Configurable output depth - Open-source ## Integrations LLMs, AI coding assistants, Agentic pipelines ## Platforms WEB, API, CLI ## Pricing Open Source ## Links - Website: https://github.com/kingbootoshi/cartographer - Documentation: https://github.com/kingbootoshi/cartographer#readme - Repository: https://github.com/kingbootoshi/cartographer - EveryDev.ai: https://www.everydev.ai/tools/cartographer