The present disclosure provides a semiconductor device structure with a manganese-containing interconnect structure and a method for forming the semiconductor device structure. The semiconductor device structure includes a first interconnect structure disposed in a semiconductor substrate, a dielectric layer disposed over the semiconductor substrate, and a second interconnect structure disposed in the dielectric layer and electrically connected to the first interconnect structure. The first interconnect structure includes a first conductive line, and a first manganese-containing layer disposed over the first conductive line. The second interconnect structure includes a second conductive line, and a second manganese-containing layer disposed between the second conductive line and the dielectric layer.