Mud Lake is a lake located in Otter Tail County, Minnesota. It appears on the Ottertail USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,320.70 feet (402.55 m) above sea level. The nearest populated place is Ottertail, approximately 3.3 miles to the SSE.