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A Practical Pattern for Giving AI Agents Access to External APIs with MCP

This story is from 2026-08-27. It is preserved in the archive; the latest stories are on the live feed.

Connecting an AI agent to one API is straightforward. Connecting it to many changing APIs—without filling the model context with hundreds of tool definitions—is a different problem. Disclosure: This article was prepared for QVeris and uses QVeris as the implementation example. This tutorial present…

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  1. 2026-08-27 03:34 · DEV Community — AI
    A Practical Pattern for Giving AI Agents Access to External APIs with MCP

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