• AUDIT
  • REACTION
  • INSIGHT
  • HUMAN

How to track LinkedIn post engagement with your AI

Connect your account once. After that, your agent handles the data gathering for every post you publish.

Ask AI about this page

Short answer

How can I use AI to monitor my LinkedIn post likes?

Your agent uses this MCP to fetch your recent posts and the specific users who reacted to them. You get a clean list of engagement data to analyze. This breakdown shows you how to set that up.

Engagement data outcomes

Where your data lands.

What you get after your agent runs these tasks.

AUDIT

Post performance lists

The AI pulls a history of your recent posts. You'll see which content is actually getting eyes.

REACTION

Detailed like lists

Your agent identifies every person who reacted to a specific post. This helps you spot your most active followers.

INSIGHT

Engagement patterns

By comparing different posts, your AI identifies which topics drive the most reactions. You'll know what to write next.

HUMAN

Strategic decisions

The AI provides the raw data and summaries. You decide which followers to message or which content strategy to change.

The workflow

What your AI does when the data arrives.

The AI acts as your researcher, pulling specific LinkedIn details on command.

  1. Identify recent content

    The AI scans your profile to find your latest updates and posts.

    list_page_posts

  2. Fetch reaction data

    Once a post is identified, the AI pulls the list of people who reacted to it.

    list_post_likes

  3. Aggregate engagement

    The AI compiles these lists into a format you can actually use for analysis.

    list_page_postslist_post_likes

  4. Summarize findings

    Your agent interprets the lists to tell you which users or posts are performing best.

    list_post_likes

Try it

Copy these to start.

Use these prompts to trigger the data pull.

Starting points

These are basic requests. Swap out the specific post details or profile names to match your needs.

LinkedIn Page Management Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_fkh3zaItZrAhdC2DXGCQ5JtMc2VQkQhb5XWS2PQQ/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 — LinkedIn Page Management capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "linkedin-page-management-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_fkh3zaItZrAhdC2DXGCQ5JtMc2VQkQhb5XWS2PQQ/mcp"
    }
  }
}
Copy into chat04

  • List my last five LinkedIn posts and tell me which one has the most likes.

  • Get the list of people who liked my most recent post about product updates.

  • Show me all the reactions on my post from yesterday regarding the industry report.

  • Analyze the engagement on my recent posts to see if my audience prefers video or text.

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

Start here

Connect LinkedIn Page Management once, then ask.

Click the link to connect your account. Your credentials stay encrypted on our side. Once connected, you can immediately start asking your agent for data.

Connect LinkedIn Page Management to your AI

FAQ

How this task behaves

  • 01

    Can the AI post updates to LinkedIn for me?

    No. This MCP is for reading post data and engagement, not for creating or publishing new content.

  • 02

    Can the AI delete my LinkedIn posts?

    No. The AI only has permission to list posts and their likes. It cannot modify or delete anything on your profile.

  • 03

    Does the AI see private messages?

    No. The tools only access public post data and reaction lists.

  • 04

    Can I use this with Claude?

    Yes, as long as you are using an MCP-compatible client like Claude Desktop.

  • 05

    How does the AI know which post to look at?

    You tell the AI which post you are interested in, and it uses the available tools to find that specific data.

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

Connect LinkedIn Page Management to Claude, Cursor, ChatGPT & more