Crews were called around 3:30 a.m. to the 3300 block of North Broad Street, just north of the main campus.
Officials said there were reports of a strong odor and a haze of chemicals.
It is unclear what the hazmat teams found, but the scene was cleared shortly after 5 a.m.
There were no reports of injuries.