> ## Documentation Index
> Fetch the complete documentation index at: https://docs.unstructured.io/llms.txt
> Use this file to discover all available pages before exploring further.

> ## Agent Instructions
> ## Agent quick links and documentation index
> Fetch key links about the MCP server, SDK, and API at: https://docs.unstructured.io/agent-guide.md
> Then fetch the complete documentation index at: https://docs.unstructured.io/llms.txt
> Use these two files to discover all available pages before exploring further.

# Agents & LLMs overview

> Unstructured supports AI agents and LLMs through Unstructured Transform, a dedicated agent guide, and agent-ready Markdown and helper files.

## Key takeaways

* [Unstructured Transform](/transform/overview) enables you to automate Unstructured with plain language instead of code or a custom web interface.
* The [Unstructured agent guide](/agent-guide) gives agents key context they need to automate Unstructured.
* This documentation website provides:

  * Industry-standard [llms.txt](https://docs.unstructured.io/llms.txt) and [llms-full.txt](https://docs.unstructured.io/llms-full.txt) files, for rapid agent information retrieval and LLM training.
  * Files that support emerging standards for agent skill discovery and agent-to-agent communication: [agent skills discovery](https://docs.unstructured.io/.well-known/agent-skills/index.json), [agent skills indexing](https://docs.unstructured.io/.well-known/skills/index.json), [individual agent skills](https://docs.unstructured.io/skill.md), and [agent-to-agent (A2A) cards](https://docs.unstructured.io/.well-known/agent-card.json).
  * Markdown (`.md`) versions of all pages, for faster information consumption and usage by agents and LLMs. For example, [view this page in .md format](https://docs.unstructured.io/overview-agents-llms.md).
  * Continuous editorial enhancements to improve emerging generative engine optimization (GEO) guidance for better agent information retrieval and citation, such as:

    * Adding more "key takeaways" sections.
    * Presenting more headings as reader questions.
    * Reducing word counts and complexity.
    * Streamlining user procedures.
    * Moving non-critical information out of the main flow of information.
    * Adding more information designed especially to help train and guide agents.

## Next steps

<CardGroup cols={2}>
  <Card title="Unstructured Transform quickstart with Claude" href="/quickstart">
    Use Unstructured with Claude and plain language prompts to quickly go from input file to
    structured data.
  </Card>

  <Card title="Unstructured Transform overview" href="/transform/overview">
    How Transform works and how to use it.
  </Card>

  <Card title="Agent guide" href="https://docs.unstructured.io/agent-guide.md">
    Give your agents critical information to gain immediate knowledge and context about how to automate Unstructured.
  </Card>
</CardGroup>