CarMax in ChatGPT
On 2026-02-27 CarMax became the first U.S. auto retailer with an app in the OpenAI ChatGPT App Store, putting its nationwide inventory of 45,000+ vehicles and its instant-offer tool inside the ChatGPT conversation. OpenAI's Apps SDK — the mechanism a ChatGPT app is built on — is itself built on the Model Context Protocol, so shipping a ChatGPT app means CarMax operates an MCP server that OpenAI's client connects to. CarMax has not published that endpoint, has not named MCP in any of its own material, and offers no way for a third-party agent to connect to it: the surface is reachable only from inside ChatGPT.
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The Model Context Protocol (MCP) is an open protocol Anthropic introduced for connecting LLM-based agents to external tools and data sources. Providers publish MCP servers that expose their API surface as structured, discoverable tools — an MCP-compatible client (Claude Desktop, Cursor, Cline, Continue, etc.) can connect to the server and call its tools without any per-provider integration code.
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