Rock Creek is a stream located in Osage County, Kansas. It appears on the Quenemo USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 925.41 feet (282.06 m) above sea level. The nearest populated place is Melvern, approximately 3.4 miles to the WSW.