Use Social Media Engagement Calculator with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Calculate platform-specific engagement rates for Instagram and LinkedIn and compare them against industry benchmarks.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 3 capabilities
The complete Social Media Engagement Calculator capability set.
These are the exact actions your AI can choose when you ask it to work with Social Media Engagement Calculator.
01-03
3 capabilities in this set.
Part of 3 available through Social Media Engagement Calculator.
- 01
Compute instagram engagement
Determines the engagement rate for Instagram posts
- 02
Compute linkedin engagement
Determines the engagement rate for LinkedIn posts
- 03
Retrieve benchmark standard
Retrieves the target engagement benchmark for a specific account size tier
Observed, not estimated
605ms average. Fast in production.
Social Media Engagement Calculator is checked daily against the live service.
- Fastest day
- 523ms
- Slowest day
- 817ms
- 14-day trend
- Stable-2%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Social Media Engagement Calculator, so you can see the experience inside your AI.
It does not authenticate your account with Social Media Engagement Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Social Media Engagement Calculator Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_NdxECRbvZoVAGqCMOBt6XWPv7UUsubtMWrPr7Kdo/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Social Media Engagement Calculator capabilities are ready to use.
{
"mcpServers": {
"social-media-engagement-calculator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_NdxECRbvZoVAGqCMOBt6XWPv7UUsubtMWrPr7Kdo/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
FAQ
Questions Social Media Engagement Calculator owners ask.
- 01
How is Instagram engagement calculated?
The compute_instagram_lag capability calculates the rate by summing likes, comments, and saves, then dividing that sum by the total number of impressions.
- 02
What is a benchmark standard?
A benchmark standard is a target engagement rate based on your account size. You can use retrieve_benchmark_standard to find the appropriate target for Nano, Micro, Macro, or Mega tiers.
- 03
Does this capability support LinkedIn?
Yes, the compute_linkedin_engagement capability calculates engagement rates for LinkedIn using likes, comments, and shares relative to impressions.
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