Gulf of Mexico Brook is a stream located in Ulster County, New York. It appears on the Seager USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,360.50 feet (719.48 m) above sea level. The nearest populated place is Seager, approximately 3.6 miles to the NNE.