Mud Lake is a lake located in Grant County, Minnesota. It appears on the Stony Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,068.60 feet (325.71 m) above sea level. The nearest populated place is Hereford (historical), approximately 1.3 miles to the SSE.