mcproc bridges the gap between AI agent development and traditional command-line workflows. It allows AI agents to effectively manage long-running development processes like dev servers and build watchers, addressing the stateless nature of simple AI-launched processes. Simultaneously, developers gain full CLI access to monitor, control, and debug these processes through unified management, central log capture, and context preservation, ensuring seamless interaction across environments.