Cove Creek is a stream located in Rutherford County, North Carolina. It appears on the Shingle Hollow USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 835.76 feet (254.74 m) above sea level. The nearest populated place is Rock Springs, approximately 1.4 miles to the SW.