Cape Creek is a stream located in Madison County, Missouri. It appears on the Higdon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 643.04 feet (196.00 m) above sea level. The nearest populated place is Castor Station, approximately 0.0 miles to the ESE.