Mud Lake is a lake located in Stearns County, Minnesota. It appears on the Eden Valley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,091.31 feet (332.63 m) above sea level. The nearest populated place is Eden Valley, approximately 3.1 miles to the SSW.