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Carto

The context layer for AI to understand code. Auto-generates and maintains AGENTS.md for project context.

Introduction

Carto is a CLI tool that maps your codebase so AI coding tools stop guessing. It auto-generates and maintains an AGENTS.md file in your project root, extracting routes, models, functions, dependencies, environment variables, and import graphs. Every time you save a file or commit, Carto updates the context file in milliseconds, ensuring AI assistants like Cursor, Copilot, Claude, and Codex always have accurate, up-to-date project facts.

Key features:

  • Automatic extraction: Detects API routes (FastAPI, Express, Next.js), data models (Pydantic, Prisma), function signatures, dependencies, env vars, and import graphs.
  • Live updates: Git hook syncs on every commit; optional carto watch for real-time updates on file save.
  • Impact analysis: carto impact <file> shows blast radius — which files and routes depend on a given file.
  • Security: Never writes secrets; .cartoignore blocks sensitive files; sanitizer strips API key patterns.
  • Manual sections preserved: Only rewrites content between <!-- CARTO:AUTO:START --> and <!-- CARTO:AUTO:END --> markers.
  • Free & open source: MIT license, no cloud, no telemetry, no paid tiers.

Use cases:

  • Developers using AI coding assistants who want accurate project context without manual documentation.
  • Teams maintaining large codebases where AI hallucinations about routes, fields, and dependencies waste time.
  • Anyone who wants to understand codebase structure quickly via the generated AGENTS.md.

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