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MCP Is Not Just Another API Standard

Ask most engineers what MCP is and you’ll get the same answer: a way to plug tools into an LLM. Fair enough, as far as it goes. But that description treats MCP like plumbing, and after months building MCP-based integrations for large enterprise platforms, I don’t think plumbing is the right…

By Balaji VenkatasubramaniyarO'Reilly Radar - AI/ML
MCP Is Not Just Another API Standard

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Originally published by O'Reilly Radar - AI/ML on Sep 23, 2026.

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