What to do when the temperatures heat up! Martha’s Vineyard is an island south of Cape Cod. It’s the third largest island on the East Coast after Long Island and Mount Desert Island. It’s also the largest island not connected to the mainland by a bridge or tunnel on the East Coast of the U.S. It’s accessible only by boat or air.