Rocky Cove is a bay located in Washington County, Maine. It appears on the Dark Cove Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 305.52 feet (93.12 m) above sea level. The nearest populated place is Elsemore Landing, approximately 1.8 miles to the N.