I have an old Phase Linear 400 power amp. I can and have ran that directly from my CD player to my amp bypassing the pre-amp. Of course having volume controls on your power amp is a must.
A pre-amp gives tone controls and a master on/off switch, remote usability but does not amplify or change the signal, a passive component really.