The Pirates recalled Kelly from Triple-A Indianapolis on Thursday.
The 23-year-old righty will rejoin the big club to give the Pirates extra bullpen help following Braxton Ashcraft's (arm) move to the injured list. Kelly has coughed up five earned runs in 8.1 big-league innings this season and will likely work in a multi-inning relief role as long as he's up with Pittsburgh.