Appalachian Trail overlooking the Smoky Mountains. Max Patch is a bald mountain on the North Carolina-Tennessee Border in Madison County, North Carolina and Cocke County, Tennessee. It is a major landmark along the Tennessee/North Carolina section of the Appalachian Trail. Its summit is located in North Carolina. It is known for its 360 degree views of the surrounding mountains.