Pope Bay is a bay located in Franklin County, New York. It appears on the Saranac Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,533.50 feet (467.41 m) above sea level. The nearest populated place is McMasters Crossing, approximately 4.7 miles to the N.