TaskMateAI is a task management application designed for autonomous task management and execution using AI, accessible through the Model Context Protocol (MCP). It offers features like subtask support, priority-based task processing, progress tracking, note-taking, data persistence via JSON, multi-agent task management, and project-based task organization.