Tower Rock, also known as Grand Tower, is a rock formation and landmark island in the Mississippi River, in Brazeau Township, Perry County, Missouri, near the town of Wittenberg, Missouri, and across the river from Grand Tower, Illinois.Tower Rock has also been dubbed with many names over the centuries: Cap de Roche, Cap St. Croix la Tour, La Roche de la Croix, Rock of St.