St. Mary’s Convent, Peekskill, NY Last Updated on October 29, 2015 by administrator Saint Mary’s Convent is located in Peekskill, NY. Sisters were buried in the cemetery from 1872 to 2003. Below are pictures of both the cemetery and the convent.