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Connect On-Call Economics Engine 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. Balance compensation costs against developer burnout and attrition.

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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 On-Call Economics Engine.

  1. 01

    Check rotation sustainability

    This capability evaluates if your current rotation is Healthy, At Risk, or Critical based on burnout thresholds.

  2. 02

    Compare scenarios

    Use this to compare two different rotation setups to see which is more efficient for your budget and your people.

  3. 03

    Get on call economics

    This capability provides a full breakdown of the financial and human impact of your current on-call configuration.

  4. 04

    Optimize rotation configuration

    This capability identifies the ideal team size to minimize the combined cost of direct pay and attrition.

Real work

What teams actually run

01

Staffing Justification

Use the optimization capability to show leadership why adding one more engineer reduces total economic impact.

02

Burnout Prevention

Check rotation sustainability when incident volume spikes to see if the team is moving into a Critical state.

03

Budget Planning

Compare different rotation scenarios to see how compensation changes affect the total budget.

04

Operational Audits

Get a full breakdown of current on-call economics to identify inefficiencies in existing rotations.

One connector, every AI

On-Call Economics Engine 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 On-Call Economics Engine 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

894ms average. Fast in production.

On-Call Economics Engine is checked daily against the live service.

Daily averagePeak 1196ms
Oct 3Today
Fastest day
712ms
Slowest day
1196ms
14-day trend
Stable+2%

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 On-Call Economics Engine, so you can see the experience inside your AI.

It does not authenticate your account with On-Call Economics Engine. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

On-Call Economics Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_aheF5KVw775graa29BUKXyQWzdjupd58G3iNmrnp/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 — On-Call Economics Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "on-call-economics-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_aheF5KVw775graa29BUKXyQWzdjupd58G3iNmrnp/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 On-Call Economics Engine in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work On-Call Economics Engine owners hand off.

Engineering leaders who need to justify staffing levels and protect team health with data.

  • 01

    Engineering Managers

    They use the MCP to monitor team burnout and plan rotation changes.

  • 02

    CTOs

    They use the data to understand the long-term economic impact of engineering operations.

  • 03

    SRE Leads

    They use it to evaluate if incident frequency is making rotations unsustainable.

FAQ

Questions On-Call Economics Engine owners ask.

  • 01

    How does this MCP calculate attrition costs?

    It estimates the financial impact of attrition caused by developer fatigue and the resulting turnover risks.

  • 02

    Can I use this with Claude or Cursor?

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

  • 03

    What does a 'Critical' status mean?

    A Critical status means the incident frequency and rotation setup have crossed burnout thresholds, indicating a high risk of turnover.

  • 04

    Does this help with budget planning?

    Yes, it helps you find the sweet spot between direct compensation costs and the costs associated with attrition.

  • 05

    How do I optimize my team size?

    You can use the optimize_rotation_configuration capability to find the team size that minimizes the total economic impact.

  • 06

    How does this capability calculate burnout risk?

    Burnout risk is calculated by analyzing the incident frequency relative to the length of the rotation period and the sensitivity coefficient provided.

  • 07

    Can I compare two different on-call setups?

    Yes, you can use the compare_scenarios capability to determine which configuration is more efficient by comparing total economic impact and burnout levels.

  • 08

    What is the purpose of the optimization capability?

    The optimize_rotation_configuration capability identifies the ideal team size to minimize the combined cost of direct compensation and the risk of attrition.

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