I think it's a great idea. There's no pressure to buy anything, a morning or afternoon tea has a finite time, so if people don't know each other, they don't feel uncomfortable for too long. I personally wouldn't ask people to bring anything the first time, but if they offer, then great.

Also, it's great to reach out to people. Let us know how it goes.