It happened around 2:00 Sunday morning at the Church of the Redeemer on 20th and Atlantic avenues.
The exact cause of the fire is unclear but investigators are looking into whether the wind blew a transformer box into the building, sparking the flames.
No injuries were reported but the building received extensive damage.
The blaze remains under investigation.