Körner made his debut for Austria in an October 1947 friendly match against Czechoslovakia and played in the 1954 FIFA World Cup where Austria finished third with his older brother Robert, and the 1958 FIFA World Cup. He earned 47 caps, scoring 14 goals.[2] His last international was an October 1958 friendly match against France.