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title: Use MuleSoft Documentation with AI
collection: mulesoft
version: current
locale: en-us
portal_url: https://docs.salesforce.com/mulesoft/current/en-us/general/use-mulesoft-docs-with-ai.md
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---
product: Getting Started
keywords: mulesoft documentation, ai tools, llms.txt, llms-full.txt, ai integration, mulesoft docs, large language models
---

# Use MuleSoft Documentation with AI

> For the full documentation index, see: https://docs.mulesoft.com/llms.txt

MuleSoft documentation is optimized for AI. Whether you’re a human pasting context into an LLM or an
AI agent ingesting documentation autonomously, our content is structured to save tokens, stay
grounded, and maximize technical accuracy.

## Page Options

Every page of MuleSoft documentation includes a dropdown menu for AI consumption.

![Dropdown menu with options Copy page URL, Copy page content, and Download page content for AI use](/mulesoft/current/en-us/general/_images/ai-context-menu.png)

Use these options to quickly grab clean text or jump straight into your workflow:

- **Copy as Markdown**: Copies the Markdown version of the page to your clipboard to streamline your
  prompt engineering.

- **View as Markdown**: Opens the Markdown version of the page in a new tab for sharing or
  inspecting.

- **View on GitHub**: Opens the page’s source on GitHub to review, suggest changes, or log issues.

- **View llms.txt**: Opens the sitewide `llms.txt` index file. See
  [llms.txt and llms-full.txt](#llms-txt).

- **Open in ChatGPT / Claude / Perplexity**: Opens a conversation with the current page as context
  so the LLM can answer your questions instantly.

## llms.txt and llms-full.txt

MuleSoft documentation publishes `llms.txt` and `llms-full.txt` index files, which are
machine-readable Markdown catalogs that let AI tools and RAG pipelines cleanly discover, search, or
bulk-ingest our documentation without crawling raw HTML.

For example, you can point an AI coding assistant to the sitewide or product `llms.txt` URL for
real-time integration context, or import the `llms-full.txt` file into a vector database to ground
AI agents.

Depending on your data scope, you can target three types of endpoints:

- Sitewide `llms.txt`

  Spans the entire MuleSoft documentation library and links to every product’s `llms.txt`.

  - URL: [docs.mulesoft.com/llms.txt](https://docs.mulesoft.com/llms.txt)

- Product `llms.txt`

  Narrows to a single product and links to each of that product’s pages.

  - URL pattern: `docs.mulesoft.com/[product-name]/llms.txt`

  - Example:
    [docs.mulesoft.com/a2a-connector/llms.txt](https://docs.mulesoft.com/a2a-connector/llms.txt)

- Product `llms-full.txt`

  Consolidates a single product’s full documentation into one file.

  - URL pattern: `docs.mulesoft.com/[product-name]/llms-full.txt`

  - Example:
    [docs.mulesoft.com/a2a-connector/llms-full.txt](https://docs.mulesoft.com/a2a-connector/llms-full.txt)