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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Org Design Ratio Calculator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Analyze organizational efficiency by comparing headcount ratios against industry benchmarks.

Included with plan

Ask AI about this Connector

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 4 capabilities

The complete Org Design Ratio Calculator capability set.

These are the exact actions your AI can choose when you ask it to work with Org Design Ratio Calculator.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Org Design Ratio Calculator.

  1. 01

    Evaluate cs coverage

    Verify if CS headcount is sufficient for the customer segment

  2. 02

    Evaluate ga overhead

    Monitor G&A growth relative to total headcount

  3. 03

    Evaluate gtm efficiency

    Assess Engineering vs Sales balance based on GTM motion

  4. 04

    Evaluate span of control

    Determine if the current manager-to-IC ratio is healthy

Observed, not estimated

668ms average. Fast in production.

Org Design Ratio Calculator is checked daily against the live service.

Daily averagePeak 880ms
Aug 20Today
Fastest day
570ms
Slowest day
880ms
14-day trend
Slowing+36%

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 Org Design Ratio Calculator, so you can see the experience inside your AI.

It does not authenticate your account with Org Design Ratio Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Org Design Ratio Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_VmX33YzGw8AuTtutnYevK8JKEG1oQIZU5UsrR2PO/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 — Org Design Ratio Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "org-design-ratio-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_VmX33YzGw8AuTtutnYevK8JKEG1oQIZU5UsrR2PO/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 Org Design Ratio Calculator owners ask.

  • 01

    What is the ideal manager-to-IC ratio?

    The target range for high-performing scaleups is typically between 6 and 8 individual contributors per manager.

  • 02

    How does GTM motion affect headcount benchmarks?

    Different motions require different balances. For example, a PLG motion favors higher engineering density compared to an Enterprise motion which requires more sales presence.

  • 03

    Can I check for excessive G&A overhead?

    Yes, the evaluate_ga_overhead capability checks if your G&A headcount as a percentage of total workforce exceeds industry thresholds.

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