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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use PE AI Margins Enhancement with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculates the impact of AI on operating margins, EBITDA uplift, and ROI.

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 PE AI Margins Enhancement capability set.

These are the exact actions your AI can choose when you ask it to work with PE AI Margins Enhancement.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through PE AI Margins Enhancement.

  1. 01

    Calculate margin impact

    Evaluates the direct impact of AI on the current EBITDA margin and absolute earnings

  2. 02

    Estimate roi timeline

    Determines how long it takes for the AI investment to pay for itself

  3. 03

    Analyze leverage and scale

    Calculates how the efficiency of the AI solution changes as the business grows

  4. 04

    Compare scenarios

    Allows a user to compare a "Baseline" (no AI) against an "AI Enhanced" scenario

One connector, every AI

PE AI Margins Enhancement 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 PE AI Margins Enhancement 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 PE AI Margins Enhancement, so you can see the experience inside your AI.

It does not authenticate your account with PE AI Margins Enhancement. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

PE AI Margins Enhancement Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ESzTC5VUq1VExoebAowzvS6nTwkJvEeXPsCZksXj/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 — PE AI Margins Enhancement capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "pe-ai-margin-enhancer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ESzTC5VUq1VExoebAowzvS6nTwkJvEeXPsCZksXj/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? link.label

See all the AI clients this connector works with ↑

FAQ

Questions PE AI Margins Enhancement owners ask.

  • 01

    How does this capability calculate EBITDA uplift?

    The calculate_margin_impact capability calculates EBITDA uplift by summing the annual AI cost savings and the annual AI revenue impact.

  • 02

    Can I model how revenue growth affects my margins?

    Yes, you can use analyze_leverage_and_scale to model how scale effects and operational leverage impact your margins as the business grows.

  • 03

    How do I find out when my AI investment will break even?

    You can use the estimate_roi_timeline capability to determine the exact number of months required for the cumulative EBITDA uplift to cover the implementation costs.

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