In 2003, his senior season, Clippard had a 1-1 record with an 0.81 ERA and 31 strikeouts in innings pitched.
Clippard competed for the Central Florida Renegades in Connie Mack Baseball, an amateur 18-and-under competition organized by the American Amateur Baseball Congress.