I've rented an automatic Corolla in Hertz a couple of times, not that hard to come by. Prefer Hertz as they are very easy to deal with, very much like in europe and they have daily and hourly rates, so if you rent for 3 days and 1 hour you;ll pay 3 daily and 1 hourly rate, love that.