Cold Spring Bay is a bay located in Essex County, New York. It appears on the Westport USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 91.86 feet (28.00 m) above sea level. The nearest populated place is Westport, approximately 1.5 miles to the NW.