Embodiments disclosed herein include an electronics package and methods of forming such electronics packages. In an embodiment, the electronics package comprises a plurality of build-up layers. In an embodiment, the build-up layers comprise conductive traces and vias. In an embodiment, the electronics package further comprises a capacitor embedded in the plurality of build-up layers. In an embodiment, the capacitor comprises: a first electrode, a high-k dielectric layer over portions of the first electrode, and a second electrode over portions of the high-k dielectric layer.