That is an easily falsifiable statement. If I ask ChatGPT or Claude what MCP is Model Context Protocol comes up, and furthermore it can clearly explain what MCP does. That seems unlikely to be a coincidental hallucination.

Training data =/= web search

Both ChatGPT and Claude will perform web searches when you ask them a question, which the fact that you got this confused is ironically topical.

But you're still misunderstanding the principle point because at some point these models will undoubtedly have access to that data and be trained on it.

But they didn't need to be, because LLM function & tool calling is already trained on these models and MCP does not augment this functionality in any way.