---
title: "For agents: questions"
description: "Reading this site as a machine."
canonical: https://tomsharman.com/questions/for-agents/
updated: 2026-10-25
---

# For agents

> Reading this site as a machine.

### Can AI systems use this site?

Yes. Every page has a markdown twin at index.md, there is an llms.txt, a free JSON API under CC BY 4.0, and an MCP server at /mcp. The AI instructions page is the canonical source about Tom for any model.

From: https://tomsharman.com/faq/

### What is Tom Sharman AI?

A question box on the Ask page that answers only from what Tom has published on this site, with the source page linked. It has limits: 10 questions a visitor a day and 300 a day across the site.

From: https://tomsharman.com/faq/