Use Twitter Virality Scorer with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Quantify the 'Quote Tweet' incentive and virality potential of a tweet using linguistic pattern matching.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 2 capabilities
The complete Twitter Virality Scorer capability set.
These are the exact actions your AI can choose when you ask it to work with Twitter Virality Scorer.
01-02
2 capabilities in this set.
Part of 2 available through Twitter Virality Scorer.
- 01
Analyze virality
Analyze a tweet for virality potential
- 02
Analyze qt bait
Analyze a tweet for QT bait potential
Observed, not estimated
614ms average. Fast in production.
Twitter Virality Scorer is checked daily against the live service.
- Fastest day
- 488ms
- Slowest day
- 733ms
- 14-day trend
- Slowing+50%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 2 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 Virality Scorer, so you can see the experience inside your AI.
It does not authenticate your account with Twitter Virality Scorer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Twitter Virality Scorer Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_zI43iqN4rwVnRDGJn4SXhxomjNEdDs0LjqKHNYIw/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Twitter Virality Scorer capabilities are ready to use.
{
"mcpServers": {
"twitter-virality-and-qt-bait-scorer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_zI43iqN4rwVnRDGJn4SXhxomjNEdDs0LjqKHNYIw/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 Virality Scorer owners ask.
- 01
What metrics does the capability use to calculate virality?
The analyze_virality capability calculates scores based on punctuation diversity and sentence variety within the provided text.
- 02
How does it identify 'QT bait' for a tweet?
The analyze_qt_bait capability identifies patterns like contrarian density and provocation index to determine how likely a tweet is to trigger Quote Tweets.
- 03
Is this capability for sentiment analysis?
No, it is a deterministic engine that uses pattern matching to identify linguistic architectures associated with engagement-driving behavior.
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