What does the revenue quality score mean?

The score is a number from 0 to 100 that represents the health of your revenue based on six dimensions like stability and diversification.

How does this MCP measure customer concentration?

It uses the HHI index to calculate how much of your total revenue is tied to your largest customers.

Which AI clients can I use with this MCP?

You can use any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

Do I need to host the MCP myself?

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

Can I analyze specific regions?

Yes, you can use the market breadth capability to analyze how your revenue is spread across different geographic areas.

What does the overall score represent?

The overall score is a weighted average of six dimensions: recurring revenue, concentration risk, expansion mix, stability, geography, and product diversification. A higher score indicates more predictable and stable revenue.

How can I check if a specific customer is causing high risk?

Use the analyze_concentration_risk capability. By setting a minRevenueThreshold, you can see how much revenue is tied to your largest customers and identify if the concentration level is high risk.

Can I filter analysis by region?

Yes, the analyze_market_breadth capability allows you to provide a region parameter to focus your geographic diversification analysis on specific areas like 'Europe' or 'North America'.

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Connect Revenue Quality Scorer to ChatGPT, Claude and Gemini

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. Get a clear score on your revenue health and risk.

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.

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.

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 Revenue Quality Scorer.

01
Summarize revenue quality
This capability provides a high level overview of your revenue quality for a specific fiscal year.
02
Analyze market breadth
This capability measures how well your revenue is spread across different geographic regions and product lines.
03
Analyze concentration risk
This capability identifies if you are becoming too dependent on a small group of large customers.
04
Analyze contractual stability
This capability assesses the longevity and reliability of your existing customer contracts.

Real work

What teams actually run

Fundraising Due Diligence

A founder uses the MCP to prove revenue stability and low concentration risk to investors.

Churn Risk Monitoring

A finance lead checks if revenue is becoming too concentrated in a single, volatile contract.

Market Expansion Planning

An analyst uses market breadth capabilities to see if they need to enter new regions or launch new products.

Quarterly Business Reviews

A team generates a summary of revenue quality for the previous fiscal year to present to the board.

Automate a task

Put Revenue Quality Scorer 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

Revenue Quality Scorer 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 Revenue Quality Scorer 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

724ms average. Fast in production.

Revenue Quality Scorer is checked daily against the live service.

Daily averagePeak 1059ms

Oct 3Today

Fastest day: 530ms
Slowest day: 1059ms
14-day trend: Slowing+32%

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 Revenue Quality Scorer, so you can see the experience inside your AI.

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

Revenue Quality Scorer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Ged3u4nD2BdkAuXUMrpyJewMl6HmFALVCmIgRrEm/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Revenue Quality Scorer capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "revenue-quality-scorer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Ged3u4nD2BdkAuXUMrpyJewMl6HmFALVCmIgRrEm/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 Revenue Quality Scorer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Revenue Quality Scorer owners hand off.

This MCP is built for finance professionals who need to quantify revenue risk without manual modeling.

01
FP&A Analysts
They use the capability to generate quick risk reports for leadership.
02
SaaS Founders
They check revenue stability and concentration to prepare for fundraising.
03
Risk Managers
They monitor customer dependency and contractual longevity.

FAQ

Questions Revenue Quality Scorer owners ask.

01
What does the revenue quality score mean?
The score is a number from 0 to 100 that represents the health of your revenue based on six dimensions like stability and diversification.
02
How does this MCP measure customer concentration?
It uses the HHI index to calculate how much of your total revenue is tied to your largest customers.
03
Which AI clients can I use with this MCP?
You can use any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
04
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start working.
05
Can I analyze specific regions?
Yes, you can use the market breadth capability to analyze how your revenue is spread across different geographic areas.
06
What does the overall score represent?
The overall score is a weighted average of six dimensions: recurring revenue, concentration risk, expansion mix, stability, geography, and product diversification. A higher score indicates more predictable and stable revenue.
07
How can I check if a specific customer is causing high risk?
Use the analyze_concentration_risk capability. By setting a minRevenueThreshold, you can see how much revenue is tied to your largest customers and identify if the concentration level is high risk.
08
Can I filter analysis by region?
Yes, the analyze_market_breadth capability allows you to provide a region parameter to focus your geographic diversification analysis on specific areas like 'Europe' or 'North America'.

Explore

More in Finance

Connect Revenue Quality Scorer to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Summarize revenue quality

Analyze market breadth

Analyze concentration risk

Analyze contractual stability

What teams actually run

Fundraising Due Diligence

Churn Risk Monitoring

Market Expansion Planning

Quarterly Business Reviews

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

Revenue Quality Scorer Connector

Claude Desktop

FP&A Analysts

SaaS Founders

Risk Managers

What does the revenue quality score mean?

How does this MCP measure customer concentration?

Which AI clients can I use with this MCP?

Do I need to host the MCP myself?

Can I analyze specific regions?

What does the overall score represent?

How can I check if a specific customer is causing high risk?

Can I filter analysis by region?

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