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Vinkius

Twitter/X Engagement Scorer Connector for AI agents.

4 live capabilities

Analyze X posts for engagement effectiveness and CTA performance.

Live agent request Twitter/X Engagement Scorer / Connector

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Why people use Twitter/X Engagement Scorer

Twitter CTA and Engagement Scorer for Social Media Analytics

This Connector changes that by giving you a deterministic scoring engine. Instead of guessing, you can run your draft through the capability to see exactly how it's built. It identifies your interaction intent, spots the phrases that trigger the algorithm, and calculates how well your CTA is placed. You get a clear roadmap of what to keep and what to cut before you ever hit post.

  • Claude
  • ChatGPT
  • Gemini
  • Cursor
  • Visual Studio Code
  • Windsurf

What Vinkius changes

You get a data-driven score for every tweet before you hit post.

Use it from Claude, ChatGPT, Cursor or another AI client you already have.

One account · 6,100+ Connectors

  1. Real-world use case 01

    Auditing a failing campaign

    A social media manager wants to know why a specific campaign isn't getting clicks.

  2. Real-world use case 02

    Finding viral triggers

    A growth marketer needs to find viral triggers for a new product launch.

  3. Real-world use case 03

    Checking quote-ability

    A content creator wants to see if their new thread is actually shareable.

Complete set · 4capabilities

The complete Twitter/X Engagement Scorer capability set.

These are the exact actions your AI can choose when you ask it to work with Twitter/X Engagement Scorer.

Capability set01 / 01

01—04

4 capabilities in this set.

Part of 4 available through Twitter/X Engagement Scorer.

  1. 01 Capability

    Cta type capability

    Classifies the specific intent of your call to action. It helps you see if you're asking for a retweet, a click, or a comment.

  2. 02 Capability

    Engagement triggers capability

    Spots the exact phrases that tend to perform well on X. It highlights the hooks that keep people scrolling.

  3. 03 Capability

    Positional weight capability

    Measures how effective your CTA's placement is. It tells you if your link or instruction is getting lost in the middle of the post.

  4. 04 Capability

    Quote potential capability

    Estimates how likely someone is to quote your tweet. It looks at verb density to see if the post is shareable enough.

Set up in minutes

One URL. Then ask Twitter/X Engagement Scorer to work.

Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Twitter/X Engagement Scorer from the conversation.

Choose your client

Live preview
Advanced clients IDE · CLI

Claude · Web + desktop

Official guide ↗

Connector URL · ready to paste

Streamable HTTP
https://edge.vinkius.com/vk_preview_1840jSjSaGsoKIi2rwJsIY0O3YmfOfbHm9KAahdm/mcp
  1. Step 01

    Open Connectors

    In Claude Web or Claude Desktop, open Settings and choose Connectors.

  2. Step 02

    Add the URL

    Choose Add custom connector, name it Twitter/X Engagement Scorer, and paste the URL above.

  3. Step 03

    Turn it on in chat

    Select +, open Connectors, and enable Twitter/X Engagement Scorer for the conversation.

Where the request belongs

Work Twitter/X Engagement Scorer can move forward.

Built around the request

This is for social media managers who are tired of guessing what works and growth marketers who need to justify their content strategy with hard data.

01

Social Media Manager

They use this on Tuesday afternoons to audit their content calendar and ensure every tweet has a high-performing hook.

02

Content Strategist

They use this to A/B test different CTA styles and see which ones actually drive the most interaction.

03

Growth Marketer

They use this to identify viral triggers in high-performing competitor posts to replicate their success.

Build the capability set

Add more capabilities.

Each Connector adds new actions and data without changing how you work.

Browse Connectors
Twitter Authority Signal Calculator logo
01 5 capabilities

Twitter Authority Signal Calculator

Quantify thought-leadership and authority markers in Twitter/X text.

View Connector
Twitter Thread Structure Validator logo
02 Managed Connector

Twitter Thread Structure Validator

Analyze the structural architecture, engagement anchors, and rhythmic pacing of Twitter threads.

View Connector
Twitter Virality and QT Bait Scorer logo
03 2 capabilities

Twitter Virality and QT Bait Scorer

Quantify the 'Quote Tweet' incentive and virality potential of a tweet using linguistic pattern matching.

View Connector
Twitter Hook Truncation Analyzer logo
04 3 capabilities

Twitter Hook Truncation Analyzer

Analyze X/Twitter post truncation, hook types, and engagement scores.

View Connector
Twitter Hashtag Strategy Validator logo
05 2 capabilities

Twitter Hashtag Strategy Validator

Analyze X (formerly Twitter) posts for hashtag optimization, accessibility, and strategic reach.

View Connector
X (Twitter) logo
06 6 capabilities

X (Twitter)

Automate social intelligence workflows via X (Twitter). search recent tweets, analyze volume trends, retrieve profiles individually or in batch, and inspect engagement metrics from any AI agent.

View Connector

Bring your own AI

Change the model, client or framework. Keep Twitter/X Engagement Scorer connected.

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Before you connect

Questions about Twitter/X Engagement Scorer.

The practical details behind the request, access and result.

Can the Twitter CTA and Engagement Scorer help my X engagement?

Yes, it provides a deterministic way to score your content. It identifies high-performing phrases and structural flaws that might be holding your engagement back.

How does it find 'triggers' in my tweets?

It analyzes your text for specific phrases and linguistic patterns that are known to perform well on the platform, helping you write more effective hooks.

Can it tell me if my link is in a good spot?

Yes, it calculates the positional weight of your call to action. It tells you if your link or instruction is too buried to be effective.

Is this capability for Twitter or the new X platform?

It works for both. It is designed to analyze the current structure and engagement mechanics of the platform.

How do I use the Twitter CTA and Engagement Scorer to improve my posts?

You can feed your draft copy to your AI client. It will then use the Connector to provide you with a score, identify your CTA type, and suggest specific improvements for better performance.

What is 'quote potential' and why does it matter?

Quote potential measures how likely someone is to share your tweet with their own commentary. It looks at your verb density to see if your content is 'shareable' enough to go viral.

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'.

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.

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.

One connection away

Give your agent a direct line to Twitter/X Engagement Scorer.

Connect Twitter/X Engagement Scorer once. Keep it beside 6,100+ managed Connectors when the next task needs more.

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