Stemplės is a village in Šilutė District Municipality, in Klaipėda County, Lithuania. Stemplės lies at 60 m above sea level. It has 44 inhabitants (2021). The nearest city is Tauragė, 42 km to the southeast. Among the landmarks around are Church of the Immaculate Conception, Kvėdarna (13.9 km), Church of St. Barbara, Teneniai (9.2 km) and Švėkšna Synagogue (10.8 km).