The disclosure describes techniques for converting a source cloud network to a destination cloud network. In one implementation, a method includes: receiving a user request to convert a source cloud network to a destination cloud network; in response to receiving the request, invoking a driver based on the destination cloud network specified in the user request; using at least the invoked driver to retrieve cloud configuration data of the source cloud network and an operating system (OS) image of the destination cloud network; using at least the retrieved cloud configuration data of the source cloud network and the retrieved OS image of the destination cloud network, converting the source cloud network to the destination cloud network, wherein converting comprises: registering a controller and compute node of the source cloud network as a controller and compute node of the destination cloud network; and sending a notification that the conversion was completed.