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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Instagram Engagement Predictor with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Predict Instagram engagement rates and likes for the Singapore market.

Included with plan

Ask AI about this Connector

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Instagram Engagement Predictor capability set.

These are the exact actions your AI can choose when you ask it to work with Instagram Engagement Predictor.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Instagram Engagement Predictor.

  1. 01

    Calculate engagement metrics

    Calculates a full suite of engagement predictions based on post characteristics

  2. 02

    Get content multiplier info

    Explains the multiplier assigned to a specific Instagram post format

  3. 03

    Get engagement tier info

    Provides transparency into the base engagement rates assigned to different follower counts

Observed, not estimated

821ms average. Fast in production.

Instagram Engagement Predictor is checked daily against the live service.

Daily averagePeak 973ms
Aug 22Today
Fastest day
660ms
Slowest day
973ms
14-day trend
Improving-27%

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 Instagram Engagement Predictor, so you can see the experience inside your AI.

It does not authenticate your account with Instagram Engagement Predictor. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Instagram Engagement Predictor Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_yP74K7cpYvqrVO9pqHc3o8eKZGzJ5rPj6eEZNrXX/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 — Instagram Engagement Predictor capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "instagram-engagement-predictor-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_yP74K7cpYvqrVO9pqHc3o8eKZGzJ5rPj6eEZNrXX/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 Instagram Engagement Predictor owners ask.

  • 01

    How does the predictor determine the engagement rate?

    The predictor uses fixed Singaporean benchmarks for follower tiers and applies multipliers for content types (like reels) and bonuses for optimal posting times and caption lengths.

  • 02

    Which content types are supported?

    The capability supports reels, carousels, photos, and stories.

  • 03

    Can I use this for accounts with fewer than 1,000 followers?

    No, the capability requires a minimum follower count of 1,000 to provide accurate tier-based predictions.

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