The domain of Artificial Intelligence is rapidly evolving at an unprecedented pace. Consequently, the need for scalable AI infrastructures has become increasingly apparent. The Model Context Protocol (MCP) emerges as a promising solution to address these requirements. MCP strives to decentralize AI by enabling seamless distribution of models among