Ah, indeed. I just added the below to Settings→Advanced→ABE→USER (or SYSTEM possibly, not sure what the difference between the two is exactly):
Anonymize GET from musicbrainz.org beta.musicbrainz.org
Accept ALL from LOCAL
And it seems to work. Make sure the MB specific rule is earlier than/before the
Site LOCAL one, as the first matched rule will be used.