An interconnect module for communicating electrical signals and optical signals is described. In particular, an integrated circuit in the interconnect module receives and transmits the electrical signals with other components in a system that includes the interconnect module via an electrical connector. In addition, the integrated circuit receives and transmits electrical signals to a hybrid silicon-photonic bridge chip that performs electrical-to-optical and optical-to-electrical conversion. In turn, this bridge chip receives and transmits optical signals via an optical fiber. The interconnect module can be remateably connected to a backplane in the system, and can be arranged in a stacked configuration with other instances of the interconnect module. In these ways, the interconnect module facilitates dense, modular or scalable, and compact electrical and optical communication in the system.