Support or not I don’t know. However, you can install Docker CE on both Windows Server and Windows 10. You can pull windowsservercore-insider image and run it.
In the latest Windows server builds there is no gui/desktop. Controlled only by power shell or ssh, so how would you install docker ce in the first place, since it is a desktop application with a system tray icon.