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AI-native task management for coding agents - Persistent, version-controlled TODO tracking that works naturally with AI agents like Cursor, Claude, and Copilot

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ai-todo

AI-native task management for coding agents

Simple, persistent, version-controlled TODO tracking that works naturally with AI agents like Cursor, Claude, and Copilot.


Quick Start

Add this to your project's .cursor/mcp.json:

{
  "mcpServers": {
    "ai-todo": {
      "command": "uvx",
      "args": ["ai-todo", "serve", "--root", "${workspaceFolder}"]
    }
  }
}

Then enable the server in Cursor Settings → MCP Servers → toggle ai-todo on.

That's it! Your AI agent can now manage tasks directly. No installation required.

Try it: Ask your agent to "create a task for implementing user authentication"


Why ai-todo?

AI agents track tasks internally, but this creates a closed system that gets lost after sessions end. ai-todo provides a permanent, version-controlled record in your Git repository.

  • Persistent — Tasks survive across sessions, restarts, and time
  • Version Controlled — Tracked in Git alongside your code
  • AI-Native — MCP integration for direct agent interaction
  • Human Readable — Plain Markdown in standard TODO.md format
  • Zero Config — Works immediately, no setup required
  • Instant & Local — No API calls, authentication, or rate limits

Installation Options

Option A: Zero-Install MCP (Recommended)

For AI agent integration via Cursor or similar IDEs. Uses uvx to run on-demand without permanent installation.

Project-specific setup (.cursor/mcp.json):

{
  "mcpServers": {
    "ai-todo": {
      "command": "uvx",
      "args": ["ai-todo", "serve", "--root", "${workspaceFolder}"]
    }
  }
}

Requires uv to be installed (curl -LsSf https://astral.sh/uv/install.sh | sh).

Option B: System Installation

For CLI usage or permanent MCP server setup. Requires Python 3.10+.

# Install globally (recommended)
uv tool install ai-todo

# Or with pipx
pipx install ai-todo

CLI Usage: ai-todo [command] (e.g., ai-todo add "My task", ai-todo list)

MCP Server: ai-todo serve (for Cursor integration)


For Humans

With ai-todo, you simply tell your AI agent what you want in plain English:

  • "Create a task for implementing user authentication"
  • "Break down the auth feature into subtasks"
  • "Mark task 1 as complete"
  • "Show me all tasks tagged with #bug"
  • "Archive completed tasks"
  • "Fix the issue from #123" — Reference GitHub Issues in tasks

Your agent handles the technical details. All tasks are stored in TODO.md in your repository.


See It In Action

This repository uses ai-todo for its own development! Check TODO.md to see:

  • Task hierarchies with subtasks
  • Tag-based organization (#feature, #bug, #documentation)
  • Completion tracking and archiving
  • Real development workflow in action

Documentation


License

Apache License 2.0 — See LICENSE

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AI-native task management for coding agents - Persistent, version-controlled TODO tracking that works naturally with AI agents like Cursor, Claude, and Copilot

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