Get a PC wherever you are.
As far as the PC itself goes, it's nothing special.
The single element that is specifically car-oriented is a DC-DC power supply, and you can get those from UK online sellers.
If you're looking to buy PC hardware for your project, I suggest going to Fry's. There is one in Las Vegas.