Stop Prompt Hacking: How I Connected My AI Agent to Any API With MCP

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In Part 1 of this series, I laid out the high-level architecture for my “InstaVibe Ally” and made the case for building a team of specialist AI agents instead of a single, monolithic brain. I sketched out a system where an Orchestrator delegates tasks to a Social Profiler, a Planner, and a Platform Interaction Agent.

Now, I’m going to zoom in on one of the most critical, practical challenges you’ll face: How do you actually let your agent use your application’s APIs?

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