If you phone any of the taxi services they are happy to arrange taxis for any time as long as they know when.  

Try 669817426 they are very helpful.

By the way do you all know that if you have to have regular visits in Reus, Tarragona or Barcelona on the social security over here they will pay for a taxi for you to go and come back? Not bad eh.