A long-shuttered 85-year-old Coney Island theater, that once hosted Al Jolson, will be preserved as part of the city’s amusement-district revamp.

The Landmarks Preservation Commission yesterday unanimously approved designating the 2,500-seat, seven-story Coney Island Theatre building on Surf Avenue — renamed the “Shore Theater” in 1964 — a city landmark.