Scranton/Wilkes-Barre RailRiders
On February 2, 2021, Barraclough signed a minor league contract with the New York Yankees organization and was invited to Spring Training. Barraclough pitched to a 3.21 ERA in 14.0 innings of work for the Triple-A Scranton/Wilkes-Barre RailRiders, but was released on June 18, 2021.