---
title: Connect AI tools
description: Every Thally site is agent-readable out of the box — here is what that gives you.
url: https://pr-25-0b69b968a819.thally.app/guides/connect-ai-tools
---

# Connect AI tools

Every Thally site is agent-readable out of the box — here is what that gives you.

Readers increasingly ask an AI assistant instead of opening a search box. A
Thally site answers both audiences from the same reviewed content, with no
extra publishing step.

## What agents can already read

Every published site exposes these surfaces automatically:

#### [llms.txt](/llms.txt)

    A machine-readable index of every page, so assistants can find the right
    one without crawling.

#### Markdown mirrors

    Add `.md` to any page URL — `/quickstart.md` — for the clean Markdown an
    LLM ingests best.

#### MCP endpoint

    A read-only Model Context Protocol server at `/.well-known/mcp.json`
    lets tools search and read the docs as structured data.

#### Structured answers

    JSON and JSON-LD projections of each page keep titles, sections, and
    code blocks intact for retrieval.

## Point your editor at the docs

Add this site to any MCP-capable tool (Claude Code, Cursor, and others) and it
can cite current documentation instead of guessing from training data. Most
tools accept a one-line registration with this site's MCP endpoint URL:

```text
https://your-site.thally.app/.well-known/mcp.json
```

## Hand a page to an assistant

Every page's **Copy page** menu includes **Open in ChatGPT / Claude /
Perplexity** — each opens the assistant preloaded with the page's Markdown
URL, so answers stay grounded in what the page actually says.

> **Note:**
  The Analytics page in Thally Cloud separates human visits from AI-tool
  traffic, so you can see which pages agents read and which answers they
  relay.