Cave Creek is a stream located in McDowell County, North Carolina. It appears on the Old Fort USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,541.99 feet (470.00 m) above sea level. The nearest populated place is Greenlee, approximately 2.0 miles to the ENE.