Atlanta optioned Murphy to Triple-A Gwinnett on Wednesday.
Murphy allowed three runs over three innings out of the bullpen for Atlanta in Tuesday's loss to the Reds. His roster spot will be absorbed by Robert Suarez (elbow), who is back from the 60-day injured list.