If you don't have a pitman arm puller, check out Autozone. They have a free tool rental setup where you pay for the tool and they give a complete refund when it is returned. Free tool rental.
When you ask for the pitman arm puller, make sure you get this part number as both times I have gotten them, they have tried to give me a pickle fork.