O'Keefe next went to Japan as deputy for operations, Far East Air Materiel Command. During the Korean War in April 1951, he went to Korea as commander of the famed "Mosquito Group," the 6147th Tactical Control Group, which under his command underwent equipment improvement and tactical advances important in the development of tactical air control used during the Vietnam War.