Google "Toyota OEM parts" and you will get a few hits to Toyota dealers that sell online. Some even their discount parts.
I've had good luck buying from two specific dealers. You'll get real Toyota OEM parts shipped quickly and in my case they both accepted PayPal. You other option is your local dealer, but you already knew that.