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Connect Twitter Mention Spam And Cluster Checker 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. Stop structural spam patterns before they trigger shadowbans.

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.

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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.

One connector, every AI

Twitter Mention Spam And Cluster Checker 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 Mention Spam And Cluster Checker 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

640ms average. Fast in production.

Twitter Mention Spam And Cluster Checker is checked daily against the live service.

Daily averagePeak 898ms
Oct 3Today
Fastest day
520ms
Slowest day
898ms
14-day trend
Slowing+12%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 0 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 Mention Spam And Cluster Checker, so you can see the experience inside your AI.

It does not authenticate your account with Twitter Mention Spam And Cluster Checker. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Twitter Mention Spam And Cluster Checker Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_IzGBypOCsDxCL2I3MfmhSihP9joOWrhi9fmGNM2d/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 Mention Spam And Cluster Checker capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "twitter-mention-spam-and-cluster-checker-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_IzGBypOCsDxCL2I3MfmhSihP9joOWrhi9fmGNM2d/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 Mention Spam And Cluster Checker in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Twitter Mention Spam And Cluster Checker owners hand off.

Social media managers and automation engineers use this to audit content before it goes live.

  • 01

    Social Media Managers

    They hand off tweet drafts to the AI to check for shadowban risks.

  • 02

    Growth Hackers

    They use the capability to ensure high-volume engagement tactics don't trigger spam filters.

  • 03

    Automation Engineers

    They audit bot-generated tweet structures to maintain account health.

FAQ

Questions Twitter Mention Spam And Cluster Checker owners ask.

  • 01

    How does this MCP prevent shadowbans?

    It identifies structural patterns like excessive leading mentions or tight mention clusters that platforms often flag as spam.

  • 02

    What is a mention cluster?

    A mention cluster is a high-density group of @-mentions within a specific character window that can look suspicious to filters.

  • 03

    Can I use this with Claude?

    Yes, you can connect this MCP to any compatible client like Claude, Cursor, or Windsurf.

  • 04

    Does it check hashtags?

    Yes, it validates the spacing between hashtags and mentions to ensure they aren't too close together.

  • 05

    How is the shadowban score calculated?

    The score is based on the ratio of mentions to the total text in the tweet.

  • 06

    How can I check if my tweet is at risk of being flagged?

    You can use the computeShadowbanScore capability to analyze your text and see the calculated risk level. Capabilities available: your_tool_name.

  • 07

    What defines a mention cluster?

    The calculateClusteringRisk capability flags any instance where three or more @-mentions appear within a 20-character window.

  • 08

    Does it detect spam patterns at the start of a tweet?

    Yes, evaluateTweetStructure specifically checks if a post begins with four or more consecutive mentions.

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