Cave Creek is a stream located in Cooper County, Missouri. It appears on the Rocheport USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 600.39 feet (183.00 m) above sea level. The nearest populated place is Pleasant Grove, approximately 2.5 miles to the SE.