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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Expansion Revenue Analysis with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Turn raw revenue data into actionable growth insights.

Included with plan

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

Complete set · 4 capabilities

The complete Expansion Revenue Analysis capability set.

These are the exact actions your AI can choose when you ask it to work with Expansion Revenue Analysis.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Expansion Revenue Analysis.

  1. 01

    Get expansion metrics

    This capability calculates your core growth and retention percentages from your revenue inputs.

  2. 02

    Get expansion triggers

    This capability identifies the qualitative nature of your growth based on specific revenue patterns.

  3. 03

    Get retention health

    This capability evaluates the relationship between expansion and churn to see if your growth is sustainable.

  4. 04

    Get revenue mix

    This capability analyzes how your expansion revenue is composed to find your primary growth drivers.

One connector, every AI

Expansion Revenue Analysis 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 Expansion Revenue Analysis 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.

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 Expansion Revenue Analysis, so you can see the experience inside your AI.

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

Expansion Revenue Analysis Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_WfGCsb6MTQ7UhFdcXeZWkrdQ2MozPFyRniPv7WN5/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 — Expansion Revenue Analysis capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "expansion-revenue-analysis-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_WfGCsb6MTQ7UhFdcXeZWkrdQ2MozPFyRniPv7WN5/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? How to give Claude access to Expansion Revenue Analysis

See all the AI clients this connector works with ↑

Who it's for

Built for the work Expansion Revenue Analysis owners hand off.

This MCP is built for finance and operations teams managing subscription-based business models.

  • 01

    SaaS Finance Analysts

    They hand off raw revenue numbers to the agent to get instant NRR and expansion reports.

  • 02

    Revenue Operations

    They use the agent to identify which expansion triggers are actually driving growth.

  • 03

    CS Leaders

    They use the capability to check if expansion is offsetting churn effectively.

FAQ

Questions Expansion Revenue Analysis owners ask.

  • 01

    What metrics can this MCP calculate?

    It calculates expansion rates, net revenue retention (NRR), total expansion revenue, and net growth.

  • 02

    How does it help with growth analysis?

    It uses the revenue mix and expansion triggers capabilities to show if growth is coming from product depth, cross-selling, or price increases.

  • 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 handle churn?

    Yes, it uses churn data to calculate net growth and to evaluate overall retention health.

  • 05

    What is the difference between upsell and cross-sell in these metrics?

    The MCP treats them as distinct drivers in the revenue mix to help you understand your specific growth patterns.

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