Cartograph

Cartograph is an MCP (Model Context Protocol) server designed to analyze code repositories and enable context-aware assistance for coding agents and AI assistants. It exposes structured tools like repository analysis (ranking key files, mapping dependencies), task-focused artifact generation, and scoped context delivery (minimal relevant file sets). Cartograph integrates tightly with coding assistants such as Claude Code, OpenClaw, and MCP-compatible environments, allowing AI agents to interact with repositories efficiently for tasks such as bug fixes, documentation, and code review workflows. Cartograph is mainly used by developers, teams building or customizing AI coding assistants, and research or engineering organizations looking to provide accurate, minimal, and actionable code context to autonomous or user-assisted agents.