Yes, you need a reservation. Here's their website.
Departure and Arrival Schedule
If they are full, you can call The Village Airport Van. It's a private company that charges $35 and goes 24/7 and goes right to your door. Tenth trip is free. Here's their website.
https://villageairportvan.com/