I don't know if your looking for a taxi or if a shuttle van would be okay. We used Super Shuttle from LGB. It was super easy to go to their webpage and make a reservation and pick your times. If everyone is over 3 it would cost $60 each way. You can always find a discount code online. There is plenty of room for baggage.
We will be using them again in the fall.