There is no law or regulation that mandates you to give your airport taxi driver any tip after the ride. And if you believe that you have been overcharged or given an unsafe, you certainly should not leave a tip. But if you feel that the driver provided a courteous, safe and quick journey to your hotel or other destination then you should tip some Euros as a thank you.