MagureAcademy

How agents use tools

What happens between a prompt and a tool call, and how to shape the tools you expose so agents pick the right one.

mcpworkflows8 min

What you will learn

  • How an agent decides which tool to call
  • Why tool descriptions matter more than tool names
  • How to keep a tool surface small enough to stay reliable
  • Reading a trace to see why the wrong tool was chosen

About this lesson

What happens between a prompt and a tool call, and how to shape the tools you expose so agents pick the right one. This lesson is part of Core concepts, lesson 3 of 3. Work through the series in order if you are new to MagOneAI, or jump straight here if you already know the basics.