The Rangers selected Peoples' contract from Triple-A Round Rock on Thursday.
The Rangers acquired Peoples on Tuesday in a trade with the White Sox, and he'll now get an opportunity to make his MLB debut with Texas after posting a 2.39 ERA and 1.10 WHIP in 37.2 innings at Triple-A. Winston Santos was optioned to Round Rock in a corresponding move.