In both 2003 and 2007, Harvey was the leading candidate for the Baseball Hall of Fame in voting by Hall members on the Veterans Committee composite ballot for managers, umpires and executives; however, his totals of 48 and 52 votes in the two elections fell short of the 60 and 62 necessary for election. Under new rules established by the Hall in 2007, he was again eligible for election in 2008, but fell one vote short of the required 12 votes. On December 7, 2009, Harvey was elected to the National Baseball Hall of Fame by the Hall of Fame Veterans' Committee and was inducted on July 25, 2010.