Gulfport Mississippi Cruise Ship Port Terminal – Gulfport Mississippi – Gulfport is on the Gulf of Mexico. It’s known for its long beach on the Mississippi Sound. South, the waters around Ship Island are home to seals and bottlenose dolphins. Jones Park has a waterfront promenade and marina. The Mississippi Coast Model Railroad Museum features miniature train exhibits. The Lynn Meadows Discovery Center offers interactive science displays and an indoor playground.