Atlanta optioned Munoz to Triple-A Gwinnett on Tuesday.
Munoz was in the majors for just one day, allowing three runs on five hits and a walk over two innings in Monday's loss to the Marlins. Atlanta is replacing him with a fresh reliever in Hayden Harris.