— Glossary term

What Is MCP (Model Context Protocol)? Explained Simply

Dylan Bailey
By Dylan Bailey, Certified Claude Expert
Updated 16 July 2026
The short answer

MCP (Model Context Protocol) is an open standard, introduced by Anthropic, for connecting AI assistants to outside tools and data sources — your files, a calendar, a business system — in a consistent way. Think of it as a common plug: instead of a custom, one-off connection for every tool, MCP gives them a shared way to talk to AI.

Before a standard like MCP, connecting an AI assistant to your actual business tools — your files, your calendar, your CRM — usually meant a custom, bespoke integration for each one. That's slow to build and awkward to maintain, especially for a small business without a dedicated technical team.

MCP solves this by giving AI assistants and outside tools a shared, standard way to talk to each other. Rather than a different plug shape for every socket, it's one universal plug: any tool that supports MCP can connect to any AI assistant that supports MCP, without custom work on either side.

For a non-technical business owner, the practical upshot is simpler and increasingly common connections: your AI assistant being able to check your calendar, search your documents, or look something up in a business system you already use — set up once, rather than engineered from scratch.

ExampleThrough an MCP connection to your document storage, an AI assistant could look up the right policy or past quote before answering a staff question, rather than guessing from general knowledge — the same practical benefit described in RAG, made possible by a standard connection method.

You don't need to understand MCP technically to benefit from it — increasingly, it's just the plumbing behind an "connect your tools" or "connect your files" button in the AI products you already use. Worth knowing the name if you see it mentioned in a tool's settings.

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Frequently asked questions

What does MCP stand for?
MCP stands for Model Context Protocol — an open standard, introduced by Anthropic, for connecting AI models to external tools and data sources in a consistent way.
Do I need to set up MCP myself?
Usually not directly. MCP is typically the technology working behind a simpler-looking feature in your AI tool, like "connect your documents" or "connect your calendar." Non-technical users benefit from it without needing to configure the protocol itself.
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