Millport is a village in Chemung County, New York, United States. The population was 312 at the 2010 census. The name comes from its former status as a canal port. Millport is in the northwest quadrant of the town of Veteran and is north of Elmira. The mail ZIP code is 14864. It is part of the Elmira Metropolitan Statistical Area.