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Connect Twitter Cta And Engagement Scorer to your AI

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 deterministic scores for your X post performance.

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 · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Twitter/X Engagement Scorer.

  1. 01

    Cta type tool

    Classifies the specific intent of a call to action in a tweet.

  2. 02

    Engagement triggers tool

    Identifies high-performance phrases that act as algorithmic triggers.

  3. 03

    Positional weight tool

    Calculates how much the placement of a CTA affects its overall effectiveness.

  4. 04

    Quote potential tool

    Estimates the likelihood of a post being quoted or reposted by analyzing verb density.

Real work

What teams actually run

01

Post Optimization

Run a draft through the positional weight capability to see if your CTA needs to move up.

02

Thread Refinement

Use the quote potential capability to ensure your content has enough insight density to be shared.

03

A/B Testing Analysis

Compare the engagement trigger scores of two different versions of the same post.

04

Algorithm Alignment

Identify high-performance phrases to increase the likelihood of algorithmic pickup.

One connector, every AI

Twitter/X Engagement Scorer 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 Twitter/X Engagement Scorer 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

661ms average. Fast in production.

Twitter/X Engagement Scorer is checked daily against the live service.

Daily averagePeak 783ms
Oct 3Today
Fastest day
564ms
Slowest day
783ms
14-day trend
Slowing+7%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 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 Twitter/X Engagement Scorer, so you can see the experience inside your AI.

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

Twitter/X Engagement Scorer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_1840jSjSaGsoKIi2rwJsIY0O3YmfOfbHm9KAahdm/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 — Twitter/X Engagement Scorer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "twitter-cta-and-engagement-scorer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_1840jSjSaGsoKIi2rwJsIY0O3YmfOfbHm9KAahdm/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 Twitter/X Engagement Scorer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Twitter/X Engagement Scorer owners hand off.

This MCP is built for social media professionals and content creators who need data-backed feedback on their X posts.

  • 01

    Social Media Managers

    They hand off draft posts to the AI to check for engagement triggers before publishing.

  • 02

    Content Strategists

    They use the scoring engine to refine the structural positioning of CTAs in long-form threads.

  • 03

    Digital Marketers

    They analyze the effectiveness of different CTA types to optimize conversion rates.

FAQ

Questions Twitter/X Engagement Scorer owners ask.

  • 01

    How does the MCP score engagement?

    It uses a deterministic engine to evaluate verb density, CTA placement, and the presence of algorithmic triggers.

  • 02

    Which AI clients can use this MCP?

    You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

  • 03

    What is positional weight?

    It is a metric that calculates how effective a CTA is based on its distance from the end of the post.

  • 04

    Does this capability require an X account?

    No, the MCP analyzes the text you provide to your AI client.

  • 05

    Can I use this to write better threads?

    Yes, you can use the quote potential capability to measure the insight density of your thread content.

  • 06

    How does the capability identify engagement triggers?

    The engagement_triggers_tool performs exact string matching against known high-performance phrases like 'RT if you agree' or 'Reply with'.

  • 07

    Can I use this for threads?

    Yes, you can analyze individual tweets within a thread using the cta_type_tool and positional_weight_tool to evaluate their effectiveness.

  • 08

    What is insight density?

    It is measured by the quote_potential_tool, which calculates a score based on the frequency of action-oriented or cognitive verbs in your text.

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