Jay is a town in Essex County, New York, United States. The population was 2,306 at the 2000 census. The town is named after John Jay, governor of New York when the town was formed. The Town of Jay in on the north border of the county and is southwest of Plattsburgh. Jay is inside the Adirondack Park.