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Connect Work Culture Burnout Calculator 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. Turn raw work data into clear health and burnout metrics.

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.

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 Work Culture Burnout Calculator.

  1. 01

    Evaluate karoshi risk

    This capability assesses the specific health risks tied to your current weekly workload. It calculates a risk index to show how close a schedule is to dangerous levels.

  2. 02

    Calculate annual commute burden

    Use this to find the total number of hours lost to commuting over a full year. It turns daily travel time into a massive annual figure.

  3. 03

    Calculate weekly work intensity

    This capability determines the total effective work hours performed in a single week. It accounts for standard hours and overtime to show true intensity.

  4. 04

    Generate burnout profile

    This capability provides a full overview of your work-life health metrics. It aggregates multiple data points into a single health profile.

Real work

What teams actually run

01

Job Offer Evaluation

Input a potential new schedule to see the Karoshi Risk Index before signing a contract.

02

Corporate Culture Audits

Analyze department-wide work patterns to detect unsustainable labor conditions.

03

Commute Impact Analysis

Determine if a remote or hybrid role would save significant hours over a year.

04

Burnout Prevention

Monitor weekly work intensity to catch rising risk levels early.

One connector, every AI

Work Culture Burnout 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 Work Culture Burnout 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

794ms average. Fast in production.

Work Culture Burnout Calculator is checked daily against the live service.

Daily averagePeak 1270ms
Oct 3Today
Fastest day
640ms
Slowest day
1270ms
14-day trend
Slowing+15%

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 Work Culture Burnout Calculator, so you can see the experience inside your AI.

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

Work Culture Burnout Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_CFlbsFJqMJBMXGPR9jOEcjxcHZHw61hvLVZZOZgg/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 — Work Culture Burnout Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "work-culture-burnout-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_CFlbsFJqMJBMXGPR9jOEcjxcHZHw61hvLVZZOZgg/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 Work Culture Burnout Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Work Culture Burnout Calculator owners hand off.

This MCP is for anyone needing to quantify the physical and temporal costs of intense labor environments.

  • 01

    Labor Researchers

    They hand off workload data to the AI to identify systemic burnout patterns.

  • 02

    HR Professionals

    They use the capability to audit company culture and assess employee health risks.

  • 03

    Individual Employees

    They provide their personal schedules to evaluate the sustainability of a job.

FAQ

Questions Work Culture Burnout Calculator owners ask.

  • 01

    What is the Karoshi Risk Index?

    It is a metric used to assess the level of health risk associated with a specific weekly workload.

  • 02

    How does this MCP handle overtime?

    The capabilities include overtime in the calculation of weekly work intensity and the final burnout profile.

  • 03

    Can I use this with Claude or Cursor?

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

  • 04

    Does this MCP require me to host anything?

    No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.

  • 05

    What kind of work cultures does this analyze?

    It is designed to measure the impact of extreme work patterns, including 996 and Black Company cultures.

  • 06

    How is weekly work intensity calculated?

    It is calculated by multiplying daily work hours by days worked per week, then adding one-fourth of the monthly overtime hours.

  • 07

    Can I use this with Claude Desktop?

    Yes, you can connect this server to Claude Desktop, Cursor, VS Code, Windsurf, and any other MCP-compatible client via Vinkius Edge.

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