Rock Creek is a stream located in Montgomery County, Kansas. It appears on the Cherryvale USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 847.97 feet (258.46 m) above sea level. The nearest populated place is Morehead, approximately 2.3 miles to the NNE.