Cherry suffered a concussion after slipping on the stairs at the hotel on Monday, Scottish Rugby said, and the team took the decision to replace him in the squad for the rest of the tournament.
McInally had already been on standby following a concussion suffered by Ewan Ashman last week, Scottish Rugby added.
Scotland next play Tonga on September 24 in Nice, looking to bounce back from their opening round defeat by South Africa.
๐ฆ๐ฒ๐บ๐ฎ๐๐ผ๐ฐ๐ถ๐ฎ๐น ๐ถ๐ ๐๐ต๐ฒ๐ฟ๐ฒ ๐ฟ๐ฒ๐ฎ๐น ๐ฝ๐ฒ๐ผ๐ฝ๐น๐ฒ ๐ฐ๐ผ๐ป๐ป๐ฒ๐ฐ๐, ๐ด๐ฟ๐ผ๐, ๐ฎ๐ป๐ฑ ๐ฏ๐ฒ๐น๐ผ๐ป๐ด. Weโre more than just a social platform โ from jobs and blogs to events and daily chats, we bring people and ideas together in one simple, meaningful space.