Why do you have to use RDP anyway? It gives almost zero advantages over VNC here since all the output is going to be raster.

No preference for either protocol; I just used RDP because that was the most convenient with VirtualBox and the plugin. (I think (?) I tried VNC and couldn't get it to work.) I use VNC now with UnRAID's KVM, but probably would have stuck with RDP were it supported.