• AUDIT
  • FEEDBACK
  • REVIEW
  • HUMAN

How to manage page comments and history with your AI

Connect Confluence to your AI client once. From there, you can track document edits and leave feedback without switching tabs.

Ask AI about this page

Short answer

How can I use AI to track Confluence page changes and comments?

Your AI client pulls version history and existing comment threads from any Confluence page you point it to. You can then ask it to summarize edits or tell it to post a new comment for you. This gives you a direct way to audit documentation and provide feedback.

Where your data lands.

Outcomes for your documentation

The AI handles the heavy lifting of reading and writing, while you stay in control of the conversation.

AUDIT

Track version changes

The AI looks through the page history to see what was added or removed. You get a clear view of how a document has evolved.

FEEDBACK

Post direct comments

You can tell your AI to leave feedback on a page. It writes the comment directly to the Confluence page for your team.

REVIEW

Read comment threads

The AI pulls all existing comments from a page. You can ask it to summarize the discussion or find specific feedback.

HUMAN

Manual oversight

The AI cannot decide which edits are correct or which comments are valid. You must review the history and decide what to post.

The workflow

What your AI does when the request arrives.

The AI uses specific tools to interact with your Confluence workspace.

  1. Analyze changes

    The AI examines the sequence of edits made to a specific page to identify recent updates.

    get_page_history

  2. Gather feedback

    The AI pulls the current list of comments left by users on the page.

    list_page_comments

  3. Draft response

    Based on your instructions, the AI prepares the text you want to add to the page.

    list_page_comments

  4. Submit feedback

    The AI sends your finalized comment directly to the Confluence page.

    add_page_comment

Try it

Copy these to start.

Use these prompts to begin interacting with your Confluence pages.

Starting points

These are just starting points. Replace the page names and specific details with your own Confluence content.

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

  • Show me the version history for the Project Roadmap page so I can see what changed.

  • What are the latest comments on the API Documentation page?

  • Add a comment to the Design Specs page saying that the new layout looks good.

  • Summarize the discussion in the comments on the Q3 Planning page.

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

Start here

Connect Confluence once, then ask.

Click the link to connect your account. Your credentials stay encrypted and secure, and you can immediately start using these tools in your preferred AI client.

Connect Confluence to your AI

FAQ

How this task behaves

  • 01

    Can the AI delete comments for me?

    No. The AI can only list existing comments and add new ones. Deleting content remains a manual task for you.

  • 02

    Does the AI change the page content itself?

    No. The AI can only view the history and add comments. It cannot edit the actual text of a Confluence page.

  • 03

    Can I see who made specific changes in the history?

    Yes. The AI can retrieve the page history, which includes the details of the version changes.

  • 04

    Will my comments appear immediately on the page?

    Yes. Once the AI successfully uses the tool to add a comment, it is posted to the page just like a manual entry.

  • 05

    Can the AI summarize long comment threads?

    Yes. By pulling the list of comments, the AI can read through the discussion and give you a summary of the main points.

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

Connect Confluence to Claude, Cursor, ChatGPT & more