> For the complete documentation index, see [llms.txt](https://knowledge.magicworksitsolutions.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://knowledge.magicworksitsolutions.com/help/ai-and-machine-access.md).

# AI and machine-readable access

Machine-readable access to the MagicWorks Knowledge & Resource Centre for AI tools, agents and retrieval systems.

The MagicWorks Knowledge & Resource Centre is designed for both human readers and machine retrieval.

After publication, approved public knowledge is available through GitBook's machine-readable formats in addition to the normal web interface.

## LLM discovery

At the custom knowledge-domain root:

* `/llms.txt` provides an AI-oriented map of the published knowledge.
* `/llms-full.txt` provides the published site content in a consolidated text-friendly form.
* Individual published pages can also be requested in Markdown by adding `.md` to the page URL.

## MCP access

The read-only published-docs MCP endpoint is:

`https://knowledge.magicworksitsolutions.com/~gitbook/mcp`

This endpoint is intended for AI tools and agents that support the Model Context Protocol and need to search or retrieve the latest published MagicWorks knowledge.

## Scope

Machine-readable access includes only content intentionally published through this knowledge centre.

It does not make repository-only governance files, credentials, confidential client material or internal operating documents public.

## Source-of-truth principle

The GitHub repository is the maintained source for the public knowledge content, and Git Sync carries approved updates into GitBook.

The main MagicWorks website remains the canonical commercial destination for services and enquiries.


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# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://knowledge.magicworksitsolutions.com/help/ai-and-machine-access.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.