Sugar exposes an MCP server that lets Claude Code interact with a persistent, 24/7 task loop. The server enables real-time access to the Sugar priority queue, supports direct task creation, updates, and manipulation from prompts, and provides system status monitoring and reporting. It coordinates autonomous execution via Claude agents (UX, backend, QA), orchestrating end-to-end feature work from task intake to tests and commits, and integrates tightly with GitHub (reads issues, creates PRs, updates statuses). Tasks can be described richly in JSON, including priorities, context, technical requirements, agent assignments, success criteria, and business context, enabling production-grade features to be built autonomously. The MCP integration is configured in Claude Code so Sugar can be invoked as a command with mcp arguments; once configured, the loop runs continuously, cycling through the queue, executing code, running tests, and performing deployments or updates, with progress visible from prompts. This makes Sugar a bridge for autonomous development across projects, delivering real-time control and visibility via Claude prompts.