Does the TP Link Mini work with the official integration?

It will only add through the new V3 SmartThings app, is that what you used?

FAQ: how to tell which version of the SmartThings mobile app that you have

As long as you do have the V3 app, see the following:

TP Link Kasa Devices with new official integration (July 2019): reviews needed