The 1931 Simmons Cowboys football team represented Simmons University—now known as Hardin–Simmons University—as a member of the Texas Conference during 1931 college football season. Led by Les Cranfill in his second season as head coach, the team went 6–5 overall, sharing the Texas Conference title with Howard Payne.