Rock Creek is a stream located in Neosho County, Kansas. It appears on the Shaw USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 863.86 feet (263.30 m) above sea level. The nearest populated place is Shaw, approximately 2.0 miles to the N.