Moose Bay is a bay located in Lake of the Woods County, Minnesota. It appears on the Flag Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,058.89 feet (322.75 m) above sea level. The nearest populated place is Penasse, approximately 2.7 miles to the NNW.