Approaches for an interconnect cladding process for integrating magnetic random access memory (MRAM) devices, and the resulting structures, are described. In an example, a memory structure includes an interconnect disposed in a trench of a dielectric layer above a substrate, the interconnect including a diffusion barrier layer disposed at a bottom of and along sidewalls of the trench to an uppermost surface of the dielectric layer, a conductive fill layer disposed on the diffusion barrier layer and recessed below the uppermost surface of the dielectric layer and an uppermost surface of the diffusion barrier layer, and a conductive capping layer disposed on the conductive fill layer and between sidewall portions of the diffusion barrier layer. A memory element is disposed on the conductive capping layer of the interconnect.