The core component of a computer system is the Memory Controller and PCI (Peripheral Component Interconnect) Bridge, which plays a crucial role in facilitating communication between various hardware components. This vital element acts as an intermediary, enabling efficient data transfer and exchange between different parts of the system, including memory units, expansion cards, and other peripherals.