Sullivan Harbor is a bay located in Hancock County, Maine. It appears on the Bar Harbor USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -5.58 feet (-1.70 m) above sea level. The nearest populated place is Hancock Point, approximately 1.8 miles to the SW.