Taxi from Gare du Midi ?
I would order a cabbie from Uber, here is a quick and reliable service to calculate the price of a ride, check https://ubergo.co/ ( it is available almost all over the world ). These guys also offer different discounts and promo codes which I usually get as I am their subscriber.
Good luck!