Flats for 2 reasons, after hours of riding it's nice to move your foot around on the pedal and change the pressure points. Second, I can wear any footwear I want, even flip flops.
My standard shoe is a trail shoe like Salomon XA Pro, but lately have been looking at the Shimano ET5