On March 5, 2018, Epsy announced his candidacy for Thad Cochran's U.S. Senate seat in the wake of Cochran's retirement. On November 6, 2018, Espy and Republican Cindy Hyde-Smith advanced to a run-off election where he lost to Hyde-Smith. 