Hi,

Yes, you can associate tags to a server using API.

In the monitor update API, assign the tag IDs that you wish to associate with the server.

For example, 
tag_ids: ["1653100027038929", "1653000027372008", "1654000018924453"]

Hope this helps. Let us know for further queries, if any.

Thanks!