I’ve been studying the way API providers publish their public MCP servers, beginning with the big three: Amazon, Microsoft, and Google. Each of these providers have their own approach to delivering APIs, but also delivering MCP, and from my vantage point it is the same old API design conversation—it just depends on where companies want to shift the load and where they have experience.

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