MCP operates through three interconnected layers — host, client, and server — enabling AI to query live data and trigger real-time actions through a standardised protocol. The deeper opportunity, especially in private markets, is building proprietary MCP servers that give AI governed, controlled access to internal systems rather than generic public tools.