Mud Lake is a swamp located in Sullivan County, Pennsylvania. It appears on the Picture Rocks USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,797.31 feet (547.82 m) above sea level. The nearest populated place is Ogdonia, approximately 2.7 miles to the NNW.