Around 300 army veterans live at the Royal Hospital, including those who have served in Korea, Northern Ireland and World War II.
Nurses from Chelsea and Westminster Hospital have spent the last few days administering the Pfizer booster to residents.
The Chelsea Pensioners join more than one million people who have already booked in for their top-up dose of the vaccine.