Architecture

MCP (Model Context Protocol)

An open protocol, published by Anthropic, that defines a standard way for AI agents and LLM applications to connect to external tools, APIs, and data sources.

Engineering delivery session

In plain language

An open protocol, published by Anthropic, that defines a standard way for AI agents and LLM applications to connect to external tools, APIs, and data sources.

MCP replaces brittle per-integration "function calling" with a structured, permissioned connection layer.

Where it bites

MCP (Model Context Protocol) matters when a tool choice changes ownership, security, cost, or speed for years. The right answer depends on the operating model around it.

What to check

  • What becomes easier after this choice?
  • What becomes harder to reverse?
  • Who maintains the integration after launch?

Common questions

What is MCP (Model Context Protocol)?

An open protocol, published by Anthropic, that defines a standard way for AI agents and LLM applications to connect to external tools, APIs, and data sources.

Why does MCP (Model Context Protocol) matter?

MCP (Model Context Protocol) matters when a tool choice changes ownership, security, cost, or speed for years. The right answer depends on the operating model around it.

What should you check first for MCP (Model Context Protocol)?

What becomes easier after this choice? What becomes harder to reverse? Who maintains the integration after launch?

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