There are retail card decks specifically for playing Old Maid, but it is just as easy to play with a regular deck of 52 cards. When using a regular deck, a card is either added or removed, resulting in one unmatchable card. The most popular choices are to remove the ace of clubs or queen of clubs or to add a single joker.