Walter Rayburn McClure (August 24, 1892 – April 12, 1959) was an American middle-distance runner who competed at the 1912 Summer Olympics. He finished eighth the 1500 m event and failed to reach the 800 m final. He also took part in the baseball event which was held as demonstration sport.