The Model Context Protocol (MCP) addresses the limitation of AI models being unable to natively access external data sources like GitHub repositories, databases, or local files. Traditionally, developers had to build custom integrations for every specific AI application to bridge this gap. MCP provides a standardized way to connect AI models to various data sources and internal applications.