That looks like a product called Kaowool (non-asbestos). No need to tape it. You could go to your heating company and if they have any dry chimney sealer they would probably gibe you a small amount. About two cups would do it. Of not buy some vent pipe sealer at the hardware store. You could use the same stuff they use on wood stoves.