This seems very low key and cute. I see the link specifies to say no gifts, keep food to a minimum. I like the idea of having the older sibling introduce their friends to the baby.
My kids birthday parties have generally been have friends over and run around outside sorts of parties. Plenty of people still do that. Not everyone has lost their mind and hires the virus for their 2 year old.