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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Twitter/X Engagement Scorer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Analyze Twitter/X posts for engagement effectiveness, classifying CTAs and detecting algorithmic triggers.

Included with plan

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

Complete set · 4 capabilities

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

    Cta type tool

    Classify the type of Call to Action (CTA) in a tweet

  2. 02

    Engagement triggers tool

    Detect high-performance engagement triggers in a tweet

  3. 03

    Positional weight tool

    Calculate the effectiveness of CTA placement

  4. 04

    Quote potential tool

    Evaluate the potential for a tweet to be quoted/reposted

Observed, not estimated

634ms average. Fast in production.

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

Daily averagePeak 760ms
Aug 20Today
Fastest day
503ms
Slowest day
760ms
14-day trend
Slowing+16%

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

FAQ

Questions Twitter/X Engagement Scorer owners ask.

  • 01

    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'.

  • 02

    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.

  • 03

    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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