Mud Lake is a lake located in Otter Tail County, Minnesota. It appears on the Heilberger Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,330.48 feet (405.53 m) above sea level. The nearest populated place is Maine, approximately 4.4 miles to the SE.