Wanggai is a Papuan surname. Notable people with the surname include:

Imanuel Wanggai (born 1988), Indonesian professional footballer Izaac Wanggai (born 1982), Indonesian professional footballer Patrich Wanggai (born 1988), Indonesian professional footballer