It happened at 5:50 p.m. on the northbound side near Highland Avenue.
Crews arrived to find heavy smoke coming from the bus.
There were no reports of injuries.
Only one northbound lane was getting by immediately following the incident.
Northbound traffic on I-95 was backed up for miles.