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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Agent Cost Allocation Engine with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Pinpoint exactly where your infrastructure spending goes.

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 · 3 capabilities

The complete Agent Cost Allocation Engine capability set.

These are the exact actions your AI can choose when you ask it to work with Agent Cost Allocation Engine.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Agent Cost Allocation Engine.

  1. 01

    Calculate agent costs

    Computes the individual cost for every agent in the system using a specific allocation strategy

  2. 02

    Get resource efficiency summary

    Provides a high-level summary of how well the system is performing relative to its costs

  3. 03

    Analyze cost health

    Evaluates system performance and identifies financial risks or inefficiencies

Observed, not estimated

830ms average. Fast in production.

Agent Cost Allocation Engine is checked daily against the live service.

Daily averagePeak 1014ms
Aug 20Today
Fastest day
660ms
Slowest day
1014ms
14-day trend
Slowing+17%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Agent Cost Allocation Engine, so you can see the experience inside your AI.

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

Agent Cost Allocation Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_lx6FEjlfIUgQK1qt50mLpLvir9E9jNtsPXipGtGB/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 — Agent Cost Allocation Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "agent-cost-allocation-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_lx6FEjlfIUgQK1qt50mLpLvir9E9jNtsPXipGtGB/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

Who it's for

Built for the work Agent Cost Allocation Engine owners hand off.

This MCP is essential for FinOps teams, AI Architects, and CTOs who manage complex, multi-agent systems. If you're paying for infrastructure that runs multiple autonomous agents, you need this to prove where every dollar goes.

  • 01

    FinOps Analyst

    Use this to generate precise chargeback reports and allocate shared infrastructure expenses accurately.

  • 02

    AI Architect

    Use this to model different cost allocation strategies and identify which agent workloads are most expensive.

  • 03

    CTO / VP of Engineering

    Use this to get a high-level resource efficiency summary and spot system-wide performance bottlenecks.

FAQ

Questions Agent Cost Allocation Engine owners ask.

  • 01

    Does this MCP handle shared infrastructure costs?

    Yes. It's built for multi-agent systems and allows you to distribute shared infrastructure expenses using methods like shared pool or activity-based billing.

  • 02

    What is the difference between calculate_agent_costs and get_resource_efficiency_summary?

    The cost calculation capability gives you specific dollar amounts for individual agents. The efficiency summary gives you a single, high-level score showing how well the system performs relative to its total cost.

  • 03

    Can I use this for billing purposes?

    Absolutely. You can use it to determine agent-specific billing, making it ideal for chargeback models where you need to track usage per department or team.

  • 04

    Is this MCP real-time?

    The MCP provides current financial visibility and analyzes cost trends based on the data it processes, helping you track spending as it happens.

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