Yikes. Some are called towns, townships, boroughs, or parishes ... depending on the state.
I would seach for "incorporated places".
Not every state calls all of it's governed populated areas "cities". The US Census Department doesn't even consider it a "city" unless it has more than 10,000 people. And they don't compile detailed statistics until they reach 25,000 people.
You may have to change your definition.