I had worms like that for a while as well when I started my tank. My fish loved to eat them. I think if I remember correctly I was over feeding a bit, but where you have no fish in the tank at the moment, I'm kind of stumped. All can really say is FroggyFox is right, don't worry about them, if they're anything like I had they're pretty much harmless.