Rumarei is an island of the Gambier Islands of French Polynesia.. Rumarei is a small, uninhabited coral islet (0.007 kmò) in the Gambier Islands archipelago of French Polynesia, part of the broader Tuamotu-Gambier administrative subdivision in the South Pacific Ocean.