Keep your API. Add an AI-ready layer.

Why not expose the whole API directly?

An API is usually designed for software developers. It may contain many endpoints, internal identifiers, and low-level steps. Customers think in outcomes: “Find this booking,” “Explain the change in revenue,” or “Prepare a replacement order.”

The MCP layer turns those outcomes into a small set of safe, clearly described jobs. It can combine several API calls, check the customer’s access, keep results concise, and separate looking from changing.

What stays the same

• Your product remains the system of record.
• Your existing API and business rules continue to do the real work.
• Your user accounts and permissions decide what each customer can access.
• Your web and mobile product continue to serve customers as they do today.

What MCP adds

• Plain descriptions that help an AI choose the right product action.
• Predictable information for each request and result.
• A shared connection pattern across compatible AI assistants.
• Clear places to require user review before important actions.