The most appropriate action for administrators to take with unused services is to **disable or remove them**. This helps to reduce potential security vulnerabilities, minimizes resource usage, and simplifies system management. Keeping unused services active can expose the system to unnecessary risks, making it a best practice to regularly review and manage services to enhance security and efficiency.


