Technologies for managing image discovery includes a server controller to cause a server to enter a pre-boot state. The server controller communicates with the server while the server maintains the pre-boot state to determine identification data of the server in response to a transitioning the server to the pre-boot state. The server controller identifies a boot image of the server based on the identification data of the server and associates the server with the identified boot image.