Rackmount Peripheral Component Interconnect Express (PCIe) switch assemblies are provided herein. One example PCIe switch assembly includes an enclosure that encases elements of the PCIe switch assembly, a first plurality of PCIe interconnect ports positioned on a front side of the PCIe switch assembly, and a second plurality of PCIe interconnect ports positioned on a rear side of the PCIe switch assembly. One or more redundancy cross-link ports are provided to handle failover traffic with at least another PCIe switch assembly. PCIe switch circuitry is communicatively coupled to the first plurality of PCIe interconnect ports and the second plurality of PCIe interconnect ports that form a cluster interconnect PCIe fabric. A control processor is configured to control operation of at least the PCIe switch circuitry and the one or more redundancy cross-link ports.