Do Many Banks Go Belly Up?

Do many banks go belly up? Does one really have to worry about not having any more money than the FDIC covered $100K in any one bank? And can one safely assume that the FDIC insurance is real? That should a bank go bust, the FDIC will really pay up the full $100K?