Can you use the Magic Putty stuff like he does on the tv?

I live in a duplex and want to hang an additional towel bar in the bathroom. I could screw it in the wall, but people that lived there before me had them all over and the walls are over patched Will this stuff work? I wouldnt use it for a shelf of collectables but for towels? Will it hold?