Mahou Shoujo no Kareinaru Yosei

Shizuma, who admires magical girls, transferred to a school for magical girl training, but because she transferred in the middle, there was no available space in the dorm and another dormitory was assigned. However, there there were three former retired magical girls who lived a depressed life...
(Source: Wikipedia)