Harper Cove is a bay located in Lancaster County, Virginia. It appears on the Fleets Bay USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3.08 feet (0.94 m) above sea level. The nearest populated place is Palmer, approximately 0.2 miles to the S.