It may be stretching things to call Moore a town. It is more of a spot on the map where there are a few farms. It was originally called Rochester after the town in New York, but it was changed to Moore in the 1940s. Moore was the name of the local postmaster. I think their town sign needed more paint.
It could have also used a few more buildings. Perhaps they should change the name to Less.