The next phase of AI is not really about making models talk better. It is about making them work better with the systems we already use. An LLM can reason over a problem, write code, analyse information and generate an answer. But most business work does not happen inside an LLM. It happens across CRMs, databases, documents, analytics platforms, internal applications and operational tools. That creates a gap between intelligence and capability. MCP — Model Context Protocol —