I would join a new server, yes. I think it would be great to get a community of people who are actually interested in the journey rather than wanting to rush to the destination.
There is a well thought-out thread here with a LOT of likes on it, in case you had not seen it: A Formal Request Thread for Fresh/New TBC Servers - #1210 by Michaeas-remulos
Thanks.