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Connect Instagram Engagement Predictor to ChatGPT and Claude

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Get precise engagement forecasts for the Singapore market.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Instagram Engagement Predictor.

  1. 01

    Calculate engagement metrics

    This capability generates a full suite of engagement predictions based on the specific characteristics of your post.

  2. 02

    Get content multiplier info

    Use this to see how different Instagram formats like reels or carousels impact your predicted reach.

  3. 03

    Get engagement tier info

    This capability provides the base engagement rates assigned to different follower count tiers.

Real work

What teams actually run

01

Campaign Pre-flight

Run predictions on a planned reel to see if it meets your engagement targets before posting.

02

Influencer Vetting

Check if an influencer's follower tier and typical engagement align with your goals.

03

Content Strategy

Compare the predicted impact of carousels versus reels to optimize your posting schedule.

04

Budget Allocation

Use engagement forecasts to decide which creators to partner with for maximum reach.

One connector, every AI

Instagram Engagement Predictor works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Instagram Engagement Predictor to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

850ms average. Fast in production.

Instagram Engagement Predictor is checked daily against the live service.

Daily averagePeak 977ms
Oct 3Today
Fastest day
661ms
Slowest day
977ms
14-day trend
Improving-17%

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

Guided setup for Claude? Set up Instagram Engagement Predictor in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Instagram Engagement Predictor owners hand off.

This MCP is built for professionals managing social media presence or advertising spend in Singapore.

  • 01

    Social Media Managers

    They hand off post-planning tasks to the AI to validate content ideas.

  • 02

    Digital Marketers

    They use the predictions to forecast campaign performance for clients.

  • 03

    Content Creators

    They check which formats will likely yield the best engagement for their specific follower size.

FAQ

Questions Instagram Engagement Predictor owners ask.

  • 01

    What market does this MCP focus on?

    This MCP is specifically designed for the young adult demographic in Singapore.

  • 02

    How does content format affect the predictions?

    Different formats like reels or carousels use specific multipliers to adjust the base engagement rate.

  • 03

    Can I use this with Claude?

    Yes, you can use this with any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 04

    Does it predict likes?

    Yes, the capability calculates both the engagement rate and the estimated number of likes.

  • 05

    How are base rates determined?

    The MCP uses engagement tier info to assign base rates based on the account's follower count.

  • 06

    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.

  • 07

    Which content types are supported?

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

  • 08

    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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