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units/en/unit1/key-concepts.mdx

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@@ -21,6 +21,10 @@ Without a protocol like MCP, developers would need to create M×N custom integra
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Each AI application would need to integrate with each tool/data source individually. This is a very complex and expensive process which introduces a lot of friction for developers, and high maintenance costs.
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Once we have multiple models and multiple tools, the number of integrations becomes too large to manage, each with its own unique interface.
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![Multiple Models and Tools](https://huggingface.co/datasets/mcp-course/images/resolve/main/unit1/1a.png)
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### With MCP (M+N Solution)
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MCP transforms this into an M+N problem by providing a standard interface: each AI application implements the client side of MCP once, and each tool/data source implements the server side once. This dramatically reduces integration complexity and maintenance burden.

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