If you want to rent a car in Qatar, I advise you from my experience to go either for rental office or car rental websites. You have variety of choices and you can agree with the dealers on a specific period according to your needs. You can monthly rent a car in Doha or Qatar or weekly as needed. You can visit this site that offers this service https://qmotor.com/nrent/en