Incorporation is cheap (if I remember correctly?), but you basically need a service provider to sign off on your accounts, VAT, and so on, so the cost is more ongoing expenses than setup costs.

Send a WhatsApp or email to Katz & Co from the link above -- they'll be happy to break it down, they're super nice, and they're very on the ball too.