Firefighters responded to Seth Transportation yard on Strickland Avenue in the Mill Basin section to find the school buses smoking just after 3 a.m.
The fires on the buses, which were parked in the yard, were quickly put out and no injuries were reported.
The bus yard was closed at the time.
The cause is under investigation.