Atchison signed a minor league deal with the Twins on Saturday, Chris Cotillo of SB Nation reports. Atchison was released by the Indians at the end of June after clearing waivers. During that time in Cleveland, Atchison compiled a 6.86 ERA after 19.2 innings of work.