This article will show you how to Server Manager In Windows Server 2012 from automatically starting every time you log on to the server.
To configure It create or edit a GPO and go to:
Computer Configuration -> Policies -> Administrative Templates -> System -> Server Manager
Double click Do not display Server Manager automatically at logon
Select Enable