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MCP Server Architecture: Single Large vs Multiple Specialized

this might seem like a silly question but if you're setting up remote MCP server(s) for your own AI projects, do you really need multiple or can you just create one large MCP server with many tools or does that defeat the purpose somehow? (relevant experiment in video)

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