Coffee Creek was named for the creek with water a dark, coffee-brown color. In early days this was a favorite stopping place for cowboys riding the open ranges around it. The town itself began as a station of the Milwaukee Road. Two grain elevators and an International Harvester farm machinery store indicate this is now grain, rather than range country.