The Wolf River rises in the Holly Springs National Forest at Baker's Pond in Benton County, Mississippi, north of Ashland, and flows northwest into Tennessee, draining a large portion of Memphis and northern and eastern Shelby County, Tennessee, before entering the Mississippi River near the northern end of Mud Island, north of downtown Memphis.