Mills 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 1,436.22 feet (437.76 m) above sea level. The nearest populated place is Patterson, approximately 2.6 miles to the SE.