Mud Lake is a reservoir located in Marshall County, Minnesota. It appears on the Middle River SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,143.44 feet (348.52 m) above sea level. The nearest populated place is Holt, approximately 8.4 miles to the W.