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.

Which content types are supported?

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

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

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

Instagram Engagement Predictor MCP Connector for Claude

A+

Predict Instagram engagement rates and likes for the Singapore market.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides deterministic engagement estimations specifically tailored for the young adult demographic in Singapore. By analyzing follower counts, content formats, and posting times, it calculates precise engagement metrics. Use calculate_engagement_metrics to get a full suite of predictions, get_engagement_tier_info to understand base rates for different follower tiers, or get_content_multiplier_info to see how different formats like reels or carousels impact reach.

instagramengagementsingaporeanalyticsmarketing-tools

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_yP74K7cpYvqrVO9pqHc3o8eKZGzJ5rPj6eEZNrXX/mcp

② Claude Code (terminal)

claude mcp add --transport http instagram-engagement-predictor https://edge.vinkius.com/vk_preview_yP74K7cpYvqrVO9pqHc3o8eKZGzJ5rPj6eEZNrXX/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "instagram-engagement-predictor": {
      "url": "https://edge.vinkius.com/vk_preview_yP74K7cpYvqrVO9pqHc3o8eKZGzJ5rPj6eEZNrXX/mcp"
    }
  }
}

Get full access on Vinkius

The preview token above works for testing. Powered by Vinkius.