Mud Bay is a bay located in Scott County, Minnesota. It appears on the Prior Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 900.16 feet (274.37 m) above sea level. The nearest populated place is Grainwood, approximately 0.3 miles to the ENE.