Set in the post-Civil War era, 'Father Murphy' follows John Michael Murphy who adopts the guise of a priest to help care for a group of orphans and protect them from being sent to workhouses. With the assistance of local schoolteacher Mae, he strives to provide a safe, nurturing environment for the children amidst numerous challenges.