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What kind VPN doesn't support UDP!?

For example, I've never managed to establish any sort of UDP connection over an AT&T line, neither home nor cellular.

UDP on AT&T and other carriers is just fine, but you need to do NAT hole punching or proxy the UDP packets. See my comment to the grandparent.