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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Table Demographic Balancer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Prevent demographic clustering in seating arrangements by maintaining balanced personality traits and age groups.

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 · 2 capabilities

The complete Table Demographic Balancer capability set.

These are the exact actions your AI can choose when you ask it to work with Table Demographic Balancer.

Capability set01 / 01

01-02

2 capabilities in this set.

Part of 2 available through Table Demographic Balancer.

  1. 01

    Evaluate assignment impact

    Predict the impact of adding a guest to a table

  2. 02

    Check table demographics

    Analyze the demographic balance of a table

Observed, not estimated

612ms average. Fast in production.

Table Demographic Balancer is checked daily against the live service.

Daily averagePeak 726ms
Aug 20Today
Fastest day
469ms
Slowest day
726ms
14-day trend
Slowing+23%

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 Table Demographic Balancer, so you can see the experience inside your AI.

It does not authenticate your account with Table Demographic Balancer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Table Demographic Balancer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_VYONFSFj1qxHD9PD89DO1fQkTzTjASZTPNOhhf4I/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 — Table Demographic Balancer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "table-demographic-balancer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_VYONFSFj1qxHD9PD89DO1fQkTzTjASZTPNOhhf4I/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 Table Demographic Balancer owners ask.

  • 01

    What is the threshold for a skewed table?

    A table is considered skewed if any single demographic attribute, such as personality trait or age group, accounts for eighty percent or more of the seated population.

  • 02

    How can I check if a table is nearing a demographic imbalance?

    You can use the check_table_demographics capability to get a detailed breakdown of trait and age distributions for any specific table.

  • 03

    Can the system predict the impact of adding a new guest?

    Yes, the evaluate_assignment_impact capability allows you to simulate an assignment and see if it will trigger a threshold violation.

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