Don't just get straight into the meeting. A consistent opening ritual connects people, establishes who's in the room, and their relevance to the meeting.
Invite people to bring a beverage and open the meeting by asking them to show it to help create a commonly shared moment. Or have guests share a physical object they keep in their workspace and why it matters. You will get insight into your colleagues that reveal what they care about.