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MCP, decoded

What is MCP, and what is an MCP server? MCP is the plug standard that lets an AI assistant use a tool like your calendar. The server is the tool's end of the plug.

By Nick

2 min read

AI AgentsAI Basics Intermediate
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Before you start

MCP is a plug standard. It stands for Model Context Protocol, which you can forget. What it means is that an AI assistant can connect to a tool, your calendar, a database, a browser, a notes app, through one agreed shape of plug, instead of needing a custom adapter for each.

Why it keeps appearing

Because it is how an agent gets hands. A chat window with no plugs can only answer. Plug in the calendar and it can check Thursday. Plug in the browser and it can look something up. Plug in your files and it can read them. Every “connectors” or “integrations” menu in a modern AI app is a row of these sockets.

What a connection actually is

A grant of access. When you connect your email, the assistant can read and sometimes send as you. That is the point, and it is also the risk, so the rule is the usual one: the narrowest access that does the job. Connect the calendar, not the password manager. The chat-or-agent page is the short version of why reach matters more than cleverness.

When you would set one up yourself

Rarely, unless you run an agent. Then often: it is how a coding agent gets a browser, how a scheduled agent reads a spreadsheet, how mine talks to the chat app on my phone. If you are there, ask the agent to do the wiring.

I want you to be able to use [the tool]. Check whether there is an MCP connector for it,
tell me what access it would need and what the risks are, and wait for me to say yes
before you connect anything.
Example reply (trimmed). Your app will word it differently.

I want you to use my calendar app, plus the prompt above

Yes, there is an MCP connector for calendars. Here is what it would need:

  • Access: read your events. Write access only if you want me to add events too.
  • Risk: I could see every appointment, including private ones. I suggest read only to start.

I have not connected anything. Say yes if you want me to go ahead.

If it connects first and explains later, that is the wrong order, and worth putting in your CLAUDE.md so it does not happen twice.

Common questions

Do I need to know this to use ChatGPT?

No. You will meet it as a 'connectors' or 'integrations' menu and never see the letters. This page is for when you wonder what is happening behind that menu.

Is it safe to connect things?

Each connection is a grant of access. Connect the calendar if you want calendar answers; do not connect the thing with your passwords in it. The narrowest access that does the job, as always.

Is it the same as an API?

An API is one service's own hatch. MCP is a standard plug shape so an assistant can use many services without a custom adapter for each. The API page is the other half.

What to do next

Related reading

Last reviewed 9 October 2026 by Nick.

Software changes fast. If something here is out of date, tell me and I'll fix it.

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