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April 28, 20267 min read
MCP Is Not a Better Function Calling. It's a Different Layer Entirely.
Ten months after MCP went multi-vendor, most teams are still treating it as a nicer function-calling wrapper. That's the wrong mental model — and it's quietly producing architectures that don't scale.
ai architecture mcp agents llm software-engineering