Rocky Cove is a valley located in Caldwell County, North Carolina. It appears on the Buffalo Cove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,435.98 feet (437.69 m) above sea level. The nearest populated place is Finley, approximately 2.2 miles to the N.