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