How to Document Custom Tools for AI Agents in 2026: Complete Developer Guide
How to Document Custom Tools for AI Agents: A Complete Guide for Developers in 2026 Introduction Building an AI agent is no longer only about writing a good system prompt. Modern AI agents can search databases, read documents, create calendar events, send messages, retrieve customer records, update CRM systems, execute code, and interact with external APIs. They accomplish these tasks through tools . But simply connecting an API to an AI model does not mean the agent will use it correctly. Imagine giving an AI agent these three tools: search get update A human developer might understand what they do because they built the system. The AI agent does not have that background knowledge. What does search search? What can get retrieve? What exactly can update modify? Which parameters are required? What happens if a record does not exist? Does calling the tool make a permanent change? This is why tool documentation is so important. A well-documented tool helps the model understand: W...