An astronaut overseeing a futuristic data hub
Download PDFMarkdown Version

Connect Org Design Ratio Calculator to ChatGPT and Claude

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. Identify structural gaps and management bloat in your organization.

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

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.

A futuristic MCP client docking bay
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.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Org Design Ratio Calculator.

  1. 01

    Evaluate cs coverage

    This capability checks if your customer success headcount is sufficient for your specific customer segment.

  2. 02

    Evaluate ga overhead

    Use this to monitor how your G&A growth compares to your total headcount.

  3. 03

    Evaluate gtm efficiency

    This capability assesses the balance between your engineering and sales teams based on your specific go-to-market motion.

  4. 04

    Evaluate span of control

    This capability determines if your current manager to individual contributor ratio is healthy.

Real work

What teams actually run

01

Scaling Management

Check if your manager to individual contributor ratio remains healthy as you hire more staff.

02

GTM Alignment

Verify if your engineering and sales headcount is balanced for your specific go-to-market motion.

03

Customer Success Planning

Determine if you need to hire more CSMs to support a growing enterprise customer base.

04

Budget Oversight

Watch G&A spending to ensure it doesn't outpace your total headcount growth.

Automate a task

Put Org Design Ratio Calculator to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Org Design Ratio Calculator 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 Org Design Ratio Calculator 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

728ms average. Fast in production.

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

Daily averagePeak 899ms
Oct 3Today
Fastest day
536ms
Slowest day
899ms
14-day trend
Improving-5%

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

Guided setup for Claude? Set up Org Design Ratio Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Org Design Ratio Calculator owners hand off.

This MCP is built for leadership teams managing scaling organizations that need to maintain efficient headcount ratios.

  • 01

    COO

    Uses the capability to monitor organizational efficiency and G&A overhead.

  • 02

    VP of Sales

    Checks GTM efficiency and sales to engineering ratios.

  • 03

    Head of People

    Analyzes span of control and management structures.

  • 04

    CS Leader

    Evaluates if customer success coverage meets segment requirements.

FAQ

Questions Org Design Ratio Calculator owners ask.

  • 01

    What industry benchmarks does this MCP use?

    The MCP uses established SaaS industry benchmarks, including standards from SaaStr and Bain.

  • 02

    Which AI clients can I use with this MCP?

    You can use this MCP with any compatible client, such as Claude, Cursor, Windsurf, or VS Code.

  • 03

    Can I use this to check my sales and engineering balance?

    Yes, the evaluate_gtm_efficiency capability specifically assesses the balance between engineering and sales based on your go-to-market motion.

  • 04

    How does it help with management bloat?

    It uses the evaluate_span_of_control capability to determine if your manager to individual contributor ratio is healthy.

  • 05

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.

  • 06

    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.

  • 07

    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.

  • 08

    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.

Explore

More in Human Resources

Suggestions

Connect Org Design Ratio Calculator to Claude, Cursor, ChatGPT & more