I've used shave soap, shave cream, shave oil, bar soap, liquid hand soap, and plain old water. They all work, with "just water" providing the least amount of glide.
I've found that standard bar soap works better when you put the bar right on your face like a stick. I've never been able to work a bar soap with a brush with great results.