The patroness of Celle di Bulgheria is the Madonna della Neve (Our Lady of the Snows), celebrated on 5 August; the municipality holds the Chiesa Maria delle Nevi.
The municipality also holds the Chiesa Santa Sofia, the Chiesa dell'Assunta, the Cappella S. Michele and the former railway bridge of 1928.