Rock Creek is a stream located in Chase County, Kansas. It appears on the Cottonwood Falls USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,205.64 feet (367.48 m) above sea level. The nearest populated place is Bazaar, approximately 0.5 miles to the N.