Munoz was designated for assignment by the Pirates on Friday.
The Pirates claimed Munoz off waivers from the Nationals earlier this month but had to clear out a 40-man roster spot after finalizing their one-year deal with Rowdy Tellez. Munoz, 23, has yet to appear in a major-league game and owns a career 5.02 ERA across 287 innings in the minors.