Mud Bay is a bay located in Lake County, Minnesota. It appears on the Ester Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,385.56 feet (422.32 m) above sea level. The nearest populated place is Prairie Portage, approximately 20.1 miles to the WSW.