Techniques for converting desktop applications into cloud services are provided. In one embodiment, a server system can receive a representation of an application that has been extracted from an installation of the application on an end-user computing device. The representation can include a collection of files and configuration information associated with the application. The server system can then store the representation of the application in a server-side repository for deployment as a cloud service.