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MCP AI Explained: How Model Context Protocol Works

calendar_today May 14, 2026 person kaiwalya.koparkar@graviteesource.com (Kaiwalya Koparkar) domain gravitee

AI agents that cannot reach real systems are demos. AI agents that reach real systems through hand-rolled integrations are liabilities. The first group never makes it past a Friday afternoon hackathon.

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