The Business Engineer

The Business Engineer

The Model Context Protocol Revolution

Gennaro Cuofano's avatar
Gennaro Cuofano
Jun 26, 2025
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In November 2024, Anthropic quietly released something that would fundamentally transform how AI applications are built: the Model Context Protocol (MCP).

While the AI world was obsessed with model capabilities and benchmarks, MCP addressed a different problem entirely, the messy, expensive reality of connecting AI to the world's data.

Think of MCP as the USB-C port for AI applications. Just as USB-C created a universal standard that replaced dozens of proprietary connectors, MCP provides a standardized way for AI models to connect to any data source or tool.

This isn't just another API specification; it's the infrastructure backbone that makes true context engineering possible at scale.


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