Everyone is pretty much correct on this one.
10 or so LEDs with proper resistors, Optical Joysticks, Serial interfaces, etc... are all ok to use with the 5v connection.
Just don't try to do too much of that list from that little connection. If you need to do more than one of these things, tap the PCs 5v power instead.
RandyT