What kind of clients can I use this MCP with?

You can use this MCP with any 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 this MCP help with SaaS forecasting?

Yes, it includes a capability to get an expansion opportunity score based on your current expansion patterns.

How does it identify if my expansion strategy is risky?

The evaluate_land_and_expand_health capability checks if your revenue is too concentrated in one specific driver.

What specific revenue levers can it analyze?

It can analyze upsells, cross-sells, seat expansions, and price increases.

What is expansion revenue?

Expansion revenue is the incremental revenue generated from existing customers through upsells, cross-sells, seat expansions, or price increases.

How can I check if my growth is too concentrated?

You can use the evaluate_land_and_expand_health capability to determine if your expansion strategy is balanced or over-reliant on a single driver.

What does the opportunity score represent?

The opportunity score evaluates the potential for future growth by combining current expansion momentum with the diversity of your revenue sources.

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Connect Enterprise Expansion Revenue Analytics 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. Get clear visibility into your land-and-expand growth drivers.

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 Enterprise Expansion Analytics.

01
Get expansion mix distribution
Use this to see how your expansion revenue is spread across different growth levers.
02
Evaluate land and expand health
This capability checks if your land-and-expand strategy is balanced or if you're over-reliant on one specific driver.
03
Calculate expansion metrics
This capability provides a full summary of expansion performance and how your revenue is composed.
04
Get expansion opportunity score
This capability forecasts your future growth potential by analyzing current expansion patterns.

Real work

What teams actually run

Risk Detection

Check if your expansion revenue is too heavily weighted toward a single source like price increases.

Growth Forecasting

Use current expansion patterns to get an opportunity score for future revenue.

Quarterly Reviews

Generate a full summary of expansion performance for stakeholder reporting.

Strategy Validation

Verify if your land-and-expand model is actually balanced across different levers.

One connector, every AI

Enterprise Expansion Analytics 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 Enterprise Expansion Analytics 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

876ms average. Fast in production.

Enterprise Expansion Analytics is checked daily against the live service.

Daily averagePeak 1021ms

Oct 6Today

Fastest day: 669ms
Slowest day: 1021ms
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 Enterprise Expansion Analytics, so you can see the experience inside your AI.

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

Enterprise Expansion Analytics Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_xWKZxygjaQCKtHhGiOcrCvPByIc4i1moDdGh5t5I/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 — Enterprise Expansion Analytics capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "enterprise-expansion-revenue-analytics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_xWKZxygjaQCKtHhGiOcrCvPByIc4i1moDdGh5t5I/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 Enterprise Expansion Analytics in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Enterprise Expansion Analytics owners hand off.

This MCP is designed for finance and sales operations teams managing SaaS or enterprise growth models.

01
RevOps Managers
They hand off raw expansion data to the AI to identify growth bottlenecks.
02
FP&A Analysts
They use the capability to automate the calculation of expansion rates and revenue mixes.
03
SaaS Executives
They use the opportunity scores to evaluate the long-term health of their expansion strategy.

FAQ

Questions Enterprise Expansion Analytics owners ask.

01
What kind of clients can I use this MCP with?
You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.
02
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.
03
Can this MCP help with SaaS forecasting?
Yes, it includes a capability to get an expansion opportunity score based on your current expansion patterns.
04
How does it identify if my expansion strategy is risky?
The evaluate_land_and_expand_health capability checks if your revenue is too concentrated in one specific driver.
05
What specific revenue levers can it analyze?
It can analyze upsells, cross-sells, seat expansions, and price increases.
06
What is expansion revenue?
Expansion revenue is the incremental revenue generated from existing customers through upsells, cross-sells, seat expansions, or price increases.
07
How can I check if my growth is too concentrated?
You can use the evaluate_land_and_expand_health capability to determine if your expansion strategy is balanced or over-reliant on a single driver.
08
What does the opportunity score represent?
The opportunity score evaluates the potential for future growth by combining current expansion momentum with the diversity of your revenue sources.

Explore

More in Finance

Connect Enterprise Expansion Analytics 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

Get expansion mix distribution

Evaluate land and expand health

Calculate expansion metrics

Get expansion opportunity score

What teams actually run

Risk Detection

Growth Forecasting

Quarterly Reviews

Strategy Validation

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

Enterprise Expansion Analytics Connector

Claude Desktop

RevOps Managers

FP&A Analysts

SaaS Executives

What kind of clients can I use this MCP with?

Do I need to host the MCP myself?

Can this MCP help with SaaS forecasting?

How does it identify if my expansion strategy is risky?

What specific revenue levers can it analyze?

What is expansion revenue?

How can I check if my growth is too concentrated?

What does the opportunity score represent?

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