• INSTAGRAM
  • LINKEDIN
  • COMPARISON
  • HUMAN

How to calculate social engagement rates with your AI

Connect the MCP once. After that, your AI handles the math for any post metrics you provide.

Ask AI about this page

Short answer

How do I calculate engagement rates with my AI?

Paste your raw likes, comments, and reach numbers into the chat. Your AI uses specialized tools to convert those numbers into accurate engagement percentages for Instagram and LinkedIn. You'll get a clear breakdown of your performance.

The results you get

Where your data lands

The AI processes your raw numbers into these specific outcomes.

INSTAGRAM

Instagram engagement rates

The AI calculates the specific engagement percentage for your Instagram posts. You get a clean number based on the likes and comments you provided.

LINKEDIN

LinkedIn engagement rates

Your LinkedIn metrics are processed into engagement percentages. This shows you how much your professional audience is actually interacting.

COMPARISON

Platform performance gaps

The AI compares the rates between your different social channels. You'll see which platform is driving more meaningful interaction.

HUMAN

Content strategy decisions

The AI provides the math, but you decide how to pivot. You use these percentages to adjust your future posting plans.

The workflow

What your AI does when the data arrives.

Your AI takes your raw numbers and runs them through specific calculation tools.

  1. Data ingestion

    Your AI receives the raw likes, comments, and reach counts you paste into the chat.

    compute_instagram_engagementcompute_linkedin_engagement

  2. Instagram calculation

    The AI runs the Instagram-specific math to find the engagement percentage.

    compute_instagram_engagement

  3. LinkedIn calculation

    The AI processes your LinkedIn metrics using a dedicated tool.

    compute_linkedin_engagement

  4. Final summary

    The AI organizes all the calculated percentages into a single report for you.

    compute_instagram_engagementcompute_linkedin_engagement

Try it

Copy these to start.

Use these prompts to get your math done immediately.

Starting points

Swap out the numbers in these examples with your actual post metrics.

Social Media Engagement Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_NdxECRbvZoVAGqCMOBt6XWPv7UUsubtMWrPr7Kdo/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 — Social Media Engagement Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "social-media-engagement-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_NdxECRbvZoVAGqCMOBt6XWPv7UUsubtMWrPr7Kdo/mcp"
    }
  }
}
Copy into chat04

  • Calculate my Instagram engagement rate for this post: 450 likes, 30 comments, and 5,000 reach.

  • What is the engagement percentage for this LinkedIn post with 120 likes and 15 comments?

  • Compare the engagement rates for my Instagram post (200 likes, 10 comments) and my LinkedIn post (50 likes, 5 comments).

  • Here is my recent LinkedIn data: 300 likes, 40 comments, 2,000 reach. What is my engagement rate?

  • Claude
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  • Cursor
  • VS Code
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  • JetBrains
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Start here

Connect Social Media Engagement Calculator once, then ask.

Connect the MCP to your AI client with one click. Your credentials stay encrypted on our side, and you can start calculating immediately.

Connect Social Media Engagement Calculator to your AI

FAQ

How this task behaves

  • 01

    Can the AI post to my Instagram account?

    No. This MCP only calculates engagement rates; it cannot post or publish content.

  • 02

    Can the AI delete my social media posts?

    No. The tools are limited to computing engagement math and cannot modify your accounts.

  • 03

    Do I need to provide the formula for engagement?

    No. Your AI uses the specific tools provided to handle the math for you.

  • 04

    Can it calculate engagement for X or TikTok?

    No. This Connector only supports Instagram and LinkedIn.

  • 05

    Does the AI see my login credentials?

    No. Vinkius manages the connection so your AI client can use the tools without seeing your passwords.

  • More questions about Social Media Engagement Calculator? The Connector page answers them. See everything the Social Media Engagement Calculator Connector can do

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