Flour Creek is a stream located in Pendleton County, Kentucky. It appears on the Butler USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 497.64 feet (151.68 m) above sea level. The nearest populated place is Flower Town (historical), approximately 0.2 miles to the NW.