Sugar Loaf Cove is a bay located in Cook County, Minnesota. It appears on the Little Marais OE E USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 601.97 feet (183.48 m) above sea level. The nearest populated place is Taconite Harbor (historical), approximately 3.4 miles to the NE.