May 2, 2026

The MCP Gap and the Limits of AI at Petabyte Scale

For those who follow developments in AI technology, it’s probably well known that MCP, or Model Context Protocol, is a lightweight protocol that enables data sources, APIs, and other tools to communicate directly with AI. It represents a significant move away from simply feeding AI static data to enabling it to ask questions and obtain current data in real-time.

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