Mud Lake is a lake located in Blaine County, Montana. It appears on the Wayne Creek SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,737.81 feet (834.48 m) above sea level. The nearest populated place is North Harlem Colony, approximately 6.5 miles to the W.