• NEW PAGE
  • LABELED
  • REVIEW
  • LIVE

How to draft and publish documentation with your AI

Connect Confluence to your AI client once. From there, you can turn raw notes or requirements into structured pages immediately.

Ask AI about this page

Short answer

How can I turn my notes into Confluence pages using AI?

Your AI client uses the Confluence MCP to create new pages and apply labels based on your instructions. You get formatted documentation ready for review without manual typing. Here is how the process works.

Where your work lands.

The outcomes of your request.

The AI handles the creation and organization of your content.

NEW PAGE

Formatted documentation

The AI uses create_page to turn your raw text into a structured page. You get a clean layout instead of a wall of text.

LABELED

Organized content

The AI uses add_label to tag the page. This makes your new documentation easy to find in your Confluence space.

REVIEW

Human verification

You check the generated page to ensure the technical details and formatting are correct. The AI does the drafting, but you provide the final sign-off.

LIVE

Published pages

Once you are happy with the result, the page is ready for your team to use. The AI handles the heavy lifting of the initial build.

The workflow

What your AI does when the notes arrive.

The AI processes your input and interacts with Confluence to build your documentation.

  1. Structure the content

    Your AI client reads your meeting notes or requirements to determine the necessary headings and sections.

    create_page

  2. Create the page

    The AI sends the formatted content to Confluence to build the new page.

    create_page

  3. Organize with tags

    The AI applies labels to the new page so it stays organized within your space.

    add_label

  4. Verify the result

    The AI confirms the page is live and provides you with the location for your final review.

    create_pageadd_label

Try it

Copy these to start.

Use these prompts to begin drafting in Confluence.

Starting points

These are opening lines. Replace the bracketed text with your actual notes or specific page names.

Confluence Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_UElqfg8DwaSwZHa2POP7T4aZIXqCwjZGV1bRzOLz/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Confluence capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "confluence-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_UElqfg8DwaSwZHa2POP7T4aZIXqCwjZGV1bRzOLz/mcp"
    }
  }
}
Copy into chat04

  • Create a Confluence page from these meeting notes: [paste notes here]

  • Turn these project requirements into a new page in Confluence and label it 'roadmap'.

  • Draft a technical spec in Confluence based on this text: [paste text]

  • Create a new Confluence page for the [Project Name] and add the label 'active-project'.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Confluence once, then ask.

Follow the link to connect your account. Your credentials stay encrypted on our side, and you can start using the tools in your preferred AI client immediately.

Connect Confluence to your AI

FAQ

How this task behaves.

  • 01

    Can the AI edit existing Confluence pages?

    No. This MCP only supports creating new pages and adding labels.

  • 02

    Can the AI delete pages I have already made?

    No. The AI does not have a tool to delete or remove content from Confluence.

  • 03

    Does the AI choose the space for the new page?

    The AI can choose a space if you specify it in your prompt, but you should always tell it where you want the page to live.

  • 04

    Can I use this with Cursor or VS Code?

    Yes, you can use this with any MCP-compatible client like Cursor, VS Code, or Claude.

  • 05

    Will the AI format the page with headings?

    Yes, the AI uses the create_page tool to build the page structure based on your input.

  • More questions about Confluence? The Connector page answers them. See everything the Confluence Connector can do

Connect Confluence to Claude, Cursor, ChatGPT & more