To install Mobile Report Publisher, click the down arrow in the SSRS portal and select the Mobile Report Publisher. Download the installer and click through to the end. Install the C++ redistributable. If you have used DataZen then the designer will look very familiar.
It’s nice seeing Reporting Services all grown up.