It runs on RPi while it is in Alpha, but part of the cost of the funding campaign is to extend support to more powerful single-board computers as well as full-size x86/64 machines.
In a nutshell, yes -- it's an easy way to install/configure server applications to self-host on your own hardware, without having to use the command line or obtuse webmins.