Rock Creek is a stream located in Clay County, Missouri. It appears on the North Kansas City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 719.42 feet (219.28 m) above sea level. The nearest populated place is Avondale, approximately 0.8 miles to the NNW.