At the 2003 World Artistic Gymnastics Championships in Anaheim, California, McClure pulled off a highest preliminary score in the horizontal bar to give U.S. a second straight silver in the men's team all-around competition. His team received a composite score of 171.121, trailing China by nearly eight-tenths of a point (0.8).