Swainton is an unincorporated community located within Middle Township in Cape May County, in the U.S. state of New Jersey. U.S. Route 9 and the Garden State Parkway are major roads of Swainton. Avalon is a coastal community directly across from Swainton, connected by Avalon Boulevard.