I have to confirm that mastic plus aluminum tape is the way to go. The mastic will help fill the gap and protect the tape from drying out and peeling away. Be sure to clean it thoroughly o the tape will stick long term. Mastic is doubly important if you have condensation issues. And if that is the case, or the duct work is in unconditioned space, you should consider insulating and covering the duct work.