Mud Lake is a lake located in Tate County, Mississippi. It appears on the Arkabutla West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 184.62 feet (56.27 m) above sea level. The nearest populated place is Dooley, approximately 1.6 miles to the WSW.