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Connect Enterprise Qbr Effectiveness Engine 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. Turn your quarterly business reviews into measurable financial data.

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 QBR Engine.

  1. 01

    Calculate qbr score

    This capability generates a core effectiveness score for a specific QBR instance. It uses your provided data to grade how well the review met its objectives.

  2. 02

    Evaluate stakeholder engagement

    Use this to determine the qualitative engagement levels of your client stakeholders. It helps your agent understand how invested the client is in the relationship.

  3. 03

    Get qbr roi

    This capability quantifies the financial impact of your QBR activities. It calculates the actual money tied to the strategic review.

  4. 04

    Query qbr trends

    This capability analyzes historical effectiveness and engagement across specific accounts or cohorts. It's how you spot long-term patterns in client behavior.

Real work

What teams actually run

01

Proving QBR Value

Use the ROI capability to show leadership exactly how much revenue was secured through strategic reviews.

02

Identifying Expansion Leads

Your agent can flag accounts where high engagement scores correlate with untapped expansion potential.

03

Risk Mitigation

Monitor declining engagement scores through trend analysis to catch accounts at risk of churning.

04

Performance Benchmarking

Compare effectiveness scores across different CSMs or regions to standardize review quality.

One connector, every AI

Enterprise QBR 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.

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 QBR 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

935ms average. Fast in production.

Enterprise QBR Engine is checked daily against the live service.

Daily averagePeak 1254ms
Oct 3Today
Fastest day
767ms
Slowest day
1254ms
14-day trend
Slowing+37%

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

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

Enterprise QBR Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_7IhhS5gYZa3SpKyRkT9jSKJITx42CF5C4BjHCFLd/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 QBR Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "enterprise-qbr-effectiveness-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_7IhhS5gYZa3SpKyRkT9jSKJITx42CF5C4BjHCFLd/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 QBR Engine in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Enterprise QBR Engine owners hand off.

This MCP is built for professionals managing high-value enterprise relationships who need to prove the value of their strategic touchpoints.

  • 01

    Customer Success Managers

    They hand off raw meeting notes and action items to the agent to generate performance scores.

  • 02

    Account Executives

    They use the agent to identify expansion opportunities hidden in QBR data.

  • 03

    Sales Operations

    They use the agent to report on the financial effectiveness of the entire account management team.

FAQ

Questions Enterprise QBR Engine owners ask.

  • 01

    What can this MCP do with my QBR data?

    It allows your agent to calculate effectiveness scores, measure stakeholder engagement, and determine the financial ROI of your reviews.

  • 02

    Which AI clients can I use with this MCP?

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

  • 03

    How does it calculate ROI?

    The capability quantifies the financial impact by looking at expansion and renewal values relative to the cost of the QBR activities.

  • 04

    Can I track trends over time?

    Yes, the query_qbr_trends capability lets your agent analyze historical effectiveness and engagement across specific accounts or cohorts.

  • 05

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP for you. You just connect and start using the capabilities.

  • 06

    How is the QBR effectiveness score calculated?

    The score is determined using calculate_qbr_score, which evaluates the completion rate of action items and the presence of expansion opportunities.

  • 07

    Can I track engagement trends over time?

    Yes, you can use query_qbr_trends to analyze historical effectiveness and engagement levels for a specific account over a defined timeframe.

  • 08

    How does the capability calculate ROI?

    The get_qbr_roi capability aggregates renewal values and expansion opportunities, then subtracts the operational cost of the QBR to find the net value.

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