Mud Lake is a swamp located in Fulton County, New York. It appears on the Canada Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,712.60 feet (522.00 m) above sea level. The nearest populated place is Wheelerville, approximately 2.1 miles to the ENE.