Rock Creek is a stream located in Labette County, Kansas. It appears on the Valeda USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 739.44 feet (225.38 m) above sea level. The nearest populated place is Angola, approximately 1.3 miles to the SE.