The Infrastructure Gap: Why AI Integration Needs a Protocol Layer

Most developers build AI features with basic prompt-response patterns, creating fragile systems prone to inconsistency and unmaintainability at scale. MCP introduces a structured protocol that handles context management, tool integration, and stateful interactions automatically, addressing the infrastructure gap in current AI development. As AI becomes central to production applications, adopting frameworks like MCP is essential for reliability and scalability.