St. Joseph Catholic Church, Camp Springs, Kentucky St. Joseph Catholic Church, Camp Springs, Kentucky Established in 1843, the St. Joseph Catholic Church in Camp Springs, Kentucky sits in a rural setting on a hillside overlooking a beautiful valley.