Mud Lake is a swamp located in Wright County, Minnesota. It appears on the Waverly USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 922.97 feet (281.32 m) above sea level. The nearest populated place is Montrose, approximately 1.0 miles to the NW.