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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Usage Metering Analytics with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculate the economic impact and infrastructure costs of high-precision usage metering.

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 Usage Metering Analytics capability set.

These are the exact actions your AI can choose when you ask it to work with Usage Metering Analytics.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Usage Metering Analytics.

  1. 01

    Analyze economic efficiency

    Provides a high-level summary of the relationship between metering costs and revenue protection

  2. 02

    Calculate infrastructure overhead

    Determines the total operational cost required to support a specific metering configuration

  3. 03

    Estimate billing accuracy gain

    Calculates the financial value of improving metering precision to reduce revenue leakage

  4. 04

    Evaluate fraud mitigation value

    Estimates the cost savings achieved by detecting fraudulent usage patterns through granular telemetry

One connector, every AI

Usage Metering 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 Usage Metering 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

861ms average. Fast in production.

Usage Metering Analytics is checked daily against the live service.

Daily averagePeak 1024ms
Sep 5Today
Fastest day
861ms
Slowest day
1024ms
14-day trend
Improving-16%

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 Usage Metering Analytics, so you can see the experience inside your AI.

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

Usage Metering Analytics Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_wlF18P5iYD2SzMNKZqyqnNI006qLX4doXoD1hcXW/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 — Usage Metering Analytics capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ai-usage-metering-analytics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_wlF18P5iYD2SzMNKZqyqnNI006qLX4doXoD1hcXW/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 Usage Metering Analytics owners ask.

  • 01

    How do I calculate the cost of my metering setup?

    You can use the calculate_infrastructure_overhead capability, providing the granularity level, expected storage volume, and real-time processing intensity.

  • 02

    Can this capability help reduce revenue leakage?

    Yes, the estimate_billing_accuracy_gain capability calculates the potential financial value of improving precision to capture unmetered usage.

  • 03

    How is the ROI calculated?

    The analyze_economic_efficiency capability calculates ROI by comparing the net economic benefit (accuracy gains plus fraud savings) against the infrastructure cost.

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