This is less a feature of Bitbucket or GitHub than of the project tracking software you use. It’s worth mentioning, though, because good integration is fantastic and timesaving.

Note that the .zip file does not come with the .git directory in it (at least from BitBucket -- I don't know how github or gitlab behave in this respect) so there's no actual repo behind it; just ...