Darnell signed a minor-league deal the Rays on Thursday and was assigned to Double-A Montgomery.
The left-hander spun a nice debut for the Biscuits on Thursday, going seven innings and allowing one run with four strikeouts. Darnell will merely provide organizational depth for Tampa Bay, though. The 28-year-old hasn't pitched in the majors since 2014.