Thatcher agreed to a deal with the Indians on Thursday, Chris Cotillo of MLB Daily Dish reports.
Thatcher spent his 2015 campaign in Houston, where he struck out 26 batters over 22.2 innings in the majors. If he cracks the final roster in Cleveland, the left-hander is likely to serve in middle relief.