Mud Lake is a lake located in Otter Tail County, Minnesota. It appears on the New York Mills NW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,465.32 feet (446.63 m) above sea level. The nearest populated place is Butler, approximately 4.6 miles to the E.