Red Rock Creek is a stream located in Pawnee County, Oklahoma. It appears on the Watchorn USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 841.42 feet (256.46 m) above sea level. The nearest populated place is Watchorn, approximately 3.3 miles to the SSW.