A president of both the Philadelphia and national chapters of the Baseball Writers' Association of America, Kelly was a posthumous recipient of the J. G. Taylor Spink Award in 1989. The Philadelphia Old Timers' Soccer Association inducted Kelly into its Hall of Fame in 1985.
He died at age 74 at Nazareth Hospital in Philadelphia and was cremated.