An open-source Azure MCP server turns the full support ticket lifecycle into a conversational workflow inside the terminal by inferring context from logs or resource IDs, generating and filing tickets, and managing updates through replies and attachments. It minimizes portal usage via local-first data, safe preview-confirm actions, and continuous ticket tracking.