Kelly was called up from Triple-A Pawtucket on Sunday, according to Brian MacPherson of the Providence Journal.
The speculation about Kelly being called up to Boston started immediately following Saturday night's 11-9 loss to the Twins, a game in which the bullpen coughed up a three-run lead by allowing six runs on eight hits in 1.1 innings. Kelly will be used in a multi-inning role.