The man was injured in the failed attempt and taken to hospital. He had gas cartridges in the car and jerrycans containing petrol.
He had also laid out a bag with inflammable material in front of another building -- the headquarters of the CDU party of German Chancellor Angela Merkel.
The police were alerted by the building's caretaker, who found the bag.
Berlin police are investigating the incident.