It is near by British embassy Qatar(West Bay ,off Wahda St near Rainbow roundabout). There will be a bus facility in parking area next to British embassy and that will take you to inside the premises. I have noticed that bus is stopping in different service facilities inside the premises. I do recall it was the first stop, however you can request the police to drop near foreign affairs department. Please do remember to keep your Qatar ID card with you.