Rock Creek is a stream located in Mitchell County, Kansas. It appears on the Beloit SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,356.90 feet (413.58 m) above sea level. The nearest populated place is Victor, approximately 4.9 miles to the WSW.