Anderson Cove is a valley located in Madison County, North Carolina. It appears on the Spring Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,217.85 feet (676.00 m) above sea level. The nearest populated place is Bluff, approximately 1.4 miles to the W.