Morse Cove is a bay located in Hancock County, Maine. It appears on the Castine USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -6.07 feet (-1.85 m) above sea level. The nearest populated place is West Penobscot, approximately 1.6 miles to the N.