Mud Lake is a lake located in Isanti County, Minnesota. It appears on the Springvale USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 938.62 feet (286.09 m) above sea level. The nearest populated place is Elm Park, approximately 1.1 miles to the NNW.