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Connect Enterprise NRR Analytics 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. Get precise visibility into your SaaS revenue health and expansion gaps.

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 Enterprise NRR Analytics.

  1. 01

    Analyze churn composition

    This capability breaks down revenue loss to show if you are losing customers entirely or just seeing service downgrades.

  2. 02

    Calculate nrr metrics

    Use this to get a full view of revenue retention health for a specific time period or customer cohort.

  3. 03

    Evaluate expansion potential

    This capability estimates how much more revenue you could pull from your current customer base based on seat or usage gaps.

  4. 04

    Get cohort health summary

    This provides a high level summary of how account volume relates to your revenue retention.

Real work

What teams actually run

01

Quarterly Business Reviews

Generate NRR and cohort health summaries to present to stakeholders.

02

Upsell Prioritization

Find accounts with high seat utilization gaps to drive expansion revenue.

03

Churn Investigation

Determine if revenue drops are caused by losing customers or service downgrades.

04

Revenue Forecasting

Use expansion potential metrics to estimate future revenue from the current base.

One connector, every AI

Enterprise NRR 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.

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 Enterprise NRR 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

906ms average. Fast in production.

Enterprise NRR Analytics is checked daily against the live service.

Daily averagePeak 1160ms
Oct 3Today
Fastest day
714ms
Slowest day
1160ms
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 Enterprise NRR Analytics, so you can see the experience inside your AI.

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

Enterprise NRR Analytics Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_8SKVD9VcgCoPSp1rkI1WjIMNtNtwAHRioFRIb5cb/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 — Enterprise NRR Analytics capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "enterprise-nrr-analytics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_8SKVD9VcgCoPSp1rkI1WjIMNtNtwAHRioFRIb5cb/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 NRR Analytics in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Enterprise NRR Analytics owners hand off.

This MCP is built for finance and revenue teams managing enterprise SaaS portfolios.

  • 01

    RevOps Managers

    They use the AI to quickly pull NRR reports and expansion targets for leadership.

  • 02

    Finance Analysts

    They hand off complex cohort math to the AI to verify revenue stability.

  • 03

    Customer Success Leads

    They use expansion potential data to prioritize which accounts to target for upsells.

FAQ

Questions Enterprise NRR Analytics owners ask.

  • 01

    What is NRR?

    Net Revenue Retention is a metric that measures how much your revenue grows or shrinks from your existing customer base over time.

  • 02

    How does this MCP help with churn?

    It uses the analyze_churn_composition capability to tell you if you are losing customers entirely or if they are just downgrading their service levels.

  • 03

    Can I use this with Claude or Cursor?

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

  • 04

    How do I find expansion opportunities?

    You can use the evaluate_expansion_potential capability to see how much more revenue is available in your current accounts based on seat or usage limits.

  • 05

    Does Vinkius host the MCP?

    Yes, Vinkius hosts and manages the MCP so it is ready to use as soon as you connect your client.

  • 06

    How is NRR calculated?

    NRR is calculated by taking the starting ARR, adding expansion revenue, and subtracting contraction and churned revenue, then dividing the result by the starting ARR.

  • 07

    What is negative churn?

    Negative churn occurs when expansion revenue from existing customers exceeds the total revenue lost from contractions and churn.

  • 08

    Can I use this with Claude Desktop?

    Yes, this MCP server can be connected to Claude Desktop, Cursor, VS Code, and any other MCP-compatible client via Vinkius Edge.

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