Download PDFMarkdown Version
ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Edge Economics Engine with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Model TCO and operational efficiency for edge AI deployments.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 4 capabilities

The complete Edge Economics Engine capability set.

These are the exact actions your AI can choose when you ask it to work with Edge Economics Engine.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Edge Economics Engine.

  1. 01

    Analyze connectivity impact

    Estimates the cost overhead introduced by data transmission requirements

  2. 02

    Calculate hybrid workload split

    Determines the ideal distribution of tasks between edge and cloud to minimize total cost

  3. 03

    Calculate inference unit cost

    Determines the cost of a single inference event at the edge

  4. 04

    Calculate optimization roi

    Evaluates if the investment in model optimization is financially justified

One connector, every AI

Edge Economics 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 Edge Economics 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

1091ms average. Fast in production.

Edge Economics Engine is checked daily against the live service.

Daily averagePeak 1091ms
Sep 6Today
Fastest day
1091ms
Slowest day
1091ms
14-day trend
Stable0%

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

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

Edge Economics Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_pZxizziR9WEPL7LngYpjhImKc0XAEg2j6DG8dUvN/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 — Edge Economics Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ai-edge-deployment-economics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_pZxizziR9WEPL7LngYpjhImKc0XAEg2j6DG8dUvN/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 Edge Economics Engine owners ask.

  • 01

    How does this capability help with edge deployment decisions?

    It provides precise calculations for unit costs, optimization ROI, and hybrid workload distribution to help balance performance and budget.

  • 02

    Can I calculate the impact of network costs?

    Yes, using analyze_connectivity_impact, you can estimate monthly data transmission costs and bandwidth requirements.

  • 03

    What is a hybrid workload split?

    It is the optimal distribution of tasks where some inferences run on edge devices and others run in the cloud to minimize total monthly costs.

Explore

More in Economics

Suggestions