The Alden children travel on a Mississippi paddle-wheel steamer to visit an old family friend in his cabin near Hannibal, Missouri, and try to discover who is responsible for the mysterious activities near the house.
After spotting a mysterious ship while night fishing near Lynn, Massachusetts, Joey and Tank follow ghostly pirates into a cave that Joey's uncle tells them is rumored to hold a long-lost treasure.