The Docker MCP Gateway is a CLI plugin that enables developers to configure, run, and deploy MCP servers as isolated Docker containers. It provides a unified interface for AI models to access external tools, handles authentication using Docker Desktop secrets management, and supports dynamic tool discovery. The gateway serves multiple AI clients including VS Code, Cursor, and Claude Desktop.