 Clippard began his high school career at Palm Harbor University High School in Palm Harbor, Florida.After failing to make the varsity baseball team in his first two seasons, he transferred to J. W. Mitchell High School in New Port Richey, Florida, where he played for the school's baseball team.As a junior, in 2002, he won six games.