Multi-chip package structures and methods for constructing multi-chip package structures are provided, which utilize chip interconnection bridge devices that are designed to provide high interconnect density between adjacent chips (or dies) in the package structure, as well as provide vertical power distribution traces through the chip interconnection bridge device to supply power (and ground) connections from a package substrate to the chips connected to the chip interconnection bridge device.