Chipmunk Bay is a bay located in St. Lawrence County, New York. It appears on the Cranberry Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,482.94 feet (452.00 m) above sea level. The nearest populated place is Cranberry Lake, approximately 0.6 miles to the NNE.