Fancy Creek is a stream located in Riley County, Kansas. It appears on the Olsburg NW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,079.39 feet (329.00 m) above sea level. The nearest populated place is Randolph, approximately 2.2 miles to the WSW.