An astronaut overseeing a futuristic data hub

Connect Infra Customer Concentration Risk 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. Measure financial vulnerability through revenue and stability 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 Infra Risk Engine.

  1. 01

    Analyze revenue distribution

    This capability provides a detailed breakdown of how your revenue is spread across your entire customer base.

  2. 02

    Calculate hhi

    This capability uses the Herfindahl-Hirschman Index method to quantify your specific level of revenue concentration.

  3. 03

    Calculate top ten concentration

    This capability determines exactly how much of your total revenue is tied up in your ten largest clients.

  4. 04

    Evaluate risk score

    This capability generates a holistic risk score by combining concentration metrics with contract stability and switching costs.

Real work

What teams actually run

01

Due Diligence

Analyze a target company's revenue stability during an acquisition process.

02

Churn Risk Monitoring

Assess how much revenue is at risk if a major client decides to switch providers.

03

Strategic Planning

Determine if you need to diversify your customer base to lower your HHI score.

04

Contract Negotiation

Use switching cost data to understand your leverage when renewing large client contracts.

One connector, every AI

Infra Risk 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.

Building your own app? The connector is yours to use.

You don't need a client to put Infra Risk 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

893ms average. Fast in production.

Infra Risk Engine is checked daily against the live service.

Daily averagePeak 1061ms
Oct 3Today
Fastest day
771ms
Slowest day
1061ms
14-day trend
Stable+3%

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 Infra Risk Engine, so you can see the experience inside your AI.

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

Infra Risk Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_9DjqGfRzsaNt3aXuGm5CWZLrh7qvPoMYB67XHqe1/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 — Infra Risk Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "infra-customer-concentration-risk-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_9DjqGfRzsaNt3aXuGm5CWZLrh7qvPoMYB67XHqe1/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 Infra Risk Engine in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Infra Risk Engine owners hand off.

This MCP is built for professionals managing infrastructure or high-contract-value businesses who need to monitor revenue stability.

  • 01

    Financial Analysts

    They hand off revenue data to the AI to generate standardized concentration reports.

  • 02

    Risk Managers

    They use the AI to calculate risk scores that include contract and switching cost variables.

  • 03

    Infrastructure Executives

    They use the AI to identify whale accounts and monitor overall business vulnerability.

FAQ

Questions Infra Risk Engine owners ask.

  • 01

    What is the HHI used for in this MCP?

    The Herfindahl-Hirschman Index (HHI) is used to quantify the level of revenue concentration in your business.

  • 02

    How does this MCP calculate a risk score?

    It generates a score by taking concentration metrics and adjusting them for contract stability and switching costs.

  • 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, so it is ready to use once you connect.

  • 05

    What kind of businesses is this for?

    It is specifically designed for infrastructure businesses that deal with customer concentration and contract-based revenue.

  • 06

    What is the HHI index?

    The Herfindahl-Hirschman Index (HHI) is a statistical measure of revenue concentration. You can calculate it using the calculate_hhi capability.

  • 07

    How does contract duration affect the risk score?

    Longer contract durations act as a buffer, reducing the overall risk score when processed through evaluate_risk_score.

  • 08

    Can I see a breakdown of my customer tiers?

    Yes, the analyze_revenue_distribution capability provides a tier breakdown including Whale, Key Accounts, and Fragmented customers.

Connect Infra Risk Engine to Claude, Cursor, ChatGPT & more