If the repository type is Subversion you can use the VCS Tagging task.
If you want to tag a git repository you will need to use a script task for this and set the same commands you use for tagging in the terminal.
Examples of how this can be done for commit/push can be seeing below:
I hope they can help you to build your tagging solution.
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