According to the NYPD, the suspects broke into the church at approximately 1:45 a.m. on Aug. 26 by prying open a rear door.
Upon entering the church, the crooks stole a safe, credit cards and approximately $125 in cash before fleeing in a light-colored SUV, heading southbound on 245th Street.
Police released surveillance photos of the suspects on Sunday night.
Located at 45-14 245th St. in Douglaston, Saint Anastasia Church was founded in 1915 by the Reverend Francis J. Uleau. The first church building was constructed in 1918, with the first Mass taking place the following year.
QNS has reached out to Saint Anastasia Church and is waiting for a response.
The NYPD urges anyone with information on the burglary to call its Crime Stoppers Hotline at 800-577-TIPS (8477). For the Spanish-speaking hotline, people can call 888-57-PISTA (74782). Additionally, the public can submit tips on the Crime Stoppers website at crimestoppers.nypdonline.org or on Twitter @NYPDTips. Calls to the hotline are strictly confidential.