Day agreed to a contract with the Browns on Wednesday, Jeff Risdon of USA Today reports.
Day ended the 2020 campaign on Cleveland's practice squad after having earlier appeared in four games for Indianapolis. He'll spend the offseason competing for a depth role along the interior defensive line.