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A live Model Context Protocol server that exposes a sample business API — orders, customers, and invoices — as AI-callable tools.


This demo shows what it looks like when an existing business API is made AI-ready through the Model Context Protocol. A small MCP server wraps a sample commerce API and exposes its capabilities as clean, well-described tools that any MCP-aware AI client can use.

What it demonstrates

  • Tool discovery — the AI client connects and automatically sees the available operations: search_orders, get_customer, create_invoice, and more.
  • Intention-shaped operations — instead of raw CRUD, the server exposes business actions with plain-language descriptions the model can reason about.
  • Authentication & scoping — each tool runs with scoped credentials, so the agent can only do what it’s authorized to.
  • Structured results — every response comes back as a typed object the model can parse reliably.

How it works

  1. The MCP server sits in front of an existing REST API — no changes to the underlying service.
  2. It advertises tools, resources, and prompts over the standard MCP transport.
  3. An AI assistant connects as an MCP client and can now answer questions like “What’s the status of order 1043?” or “Create a draft invoice for this customer” — by calling real tools, not hallucinating.

Why it matters

This is the fastest, lowest-risk way to connect AI to systems you already run. Your APIs stay exactly as they are; the MCP server gives the AI a safe, well-described surface to work with.

Want this on your own APIs? This is exactly what our MCP Accelerator package delivers in two weeks.