Kaolin Creek is a stream located in Iron County, Missouri. It appears on the Johnson Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,042.38 feet (317.72 m) above sea level. The nearest populated place is Shepard (historical), approximately 1.9 miles to the NNE.