Crews were called out to the building at Olive and Recreation after 6:30 am Thursday.
Firefighters responded quickly with a station right down the street and put out the flames.
Officials say the building used to be a motorcycle club, and this is the second time in a month they've responded to an arson-related incident there.
The cause of the fire remains under investigation.