Preheat the oven to 400F. Add all ingredients apart from the broth to an oven safe casserole dish or cast iron pan. Bake for 35 to 40 minutes, uncovered, until the cauliflower is soft.
Once cooled enough to safely handle, remove the vines from the tomatoes and place in a blender. Combine until smooth, adding more broth as necessary.