I’ve heard lovely things about Betty Blythe, which is usually a vintage tea room in Brook Green.
During normal times, they offer traditional children's afternoon tea parties with vintage accessories, table linen, finger sandwiches, sweet treats, etc. My friend held a birthday party there for her daughter and had a wonderful time.
They might be offering a tea delivery service during Covid.
Good luck, fab idea x