Rock Creek is a stream located in Jefferson County, Kansas. It appears on the Valley Falls USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 891.00 feet (271.58 m) above sea level. The nearest populated place is Valley Falls, approximately 2.1 miles to the NNW.