My previous street bike was a mountain bike modded for urban riding. Among other changes, I took off the front derailleur and the smaller chainrings, and put a tighter cluster in back so I had a 48x12-26. I did not have chain-drop problems (maybe once or twice riding over train tracks).
My current street bike is a singlespeed.