Learn how to play this version of Rummy, where matching and sequencing is key. OBJECTIVE OF RUMMY To be the first player to earn a total of points. NUMBER OF PLAYERS: Players. NUMBER OF CARDS: Standard 52 card. How to Play Rummy Rummy is a fun and relaxing version of the card game Rummy. In this game, points are scored by "melding;" that is, by laying.