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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use AI Tool-Calling Economics Engine with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Know the true cost and performance overhead of your agents.

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 AI Tool-Calling Economics Engine capability set.

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

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through AI Tool-Calling Economics Engine.

  1. 01

    Calculate efficiency score

    Quantifies the reliability-adjusted value of the capability-calling workflow

  2. 02

    Calculate latency impact

    Estimates the total time delay added to the user experience by capability execution

  3. 03

    Calculate request overhead

    Determines the direct financial cost added to a single request due to capability interactions

  4. 04

    Estimate optimization potential

    Calculates the theoretical time savings if a developer optimizes a sequential workflow into a parallel one

Observed, not estimated

847ms average. Fast in production.

AI Tool-Calling Economics Engine is checked daily against the live service.

Daily averagePeak 1005ms
Aug 27Today
Fastest day
768ms
Slowest day
1005ms
14-day trend
Improving-17%

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 AI Tool-Calling Economics Engine, so you can see the experience inside your AI.

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

AI Tool-Calling Economics Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_dtkAmC5PmLoRvqV07WuLRdBiLZjCtLF5WgpWiWJC/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 — AI Tool-Calling Economics Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ai-tool-calling-economics-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_dtkAmC5PmLoRvqV07WuLRdBiLZjCtLF5WgpWiWJC/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 AI Tool-Calling Economics Engine owners hand off.

This MCP is built for developers and architects who build complex AI agents. If your application relies on multiple capabilities or external API calls, you need to know the performance and financial cost of every step. It gives you the metrics needed to move from a prototype to a production-ready, cost-effective product.

  • 01

    ML Engineer

    Needs to measure the real-world performance impact and latency of agentic capability chains.

  • 02

    AI Architect

    Uses the MCP to model and compare the economic viability of different workflow patterns.

  • 03

    Technical Product Manager

    Requires clear metrics on operational costs and user experience delays before launch.

FAQ

Questions AI Tool-Calling Economics Engine owners ask.

  • 01

    Does this MCP calculate the cost of the LLM calls themselves?

    No. This MCP focuses specifically on the overhead generated by the capability-calling process. It determines the direct financial cost added to a single request due to the capability interactions, not the core model usage.

  • 02

    What is the difference between latency and overhead?

    Latency measures time delay, while overhead measures money. calculate_latency_impact tells you how many milliseconds the user waits; calculate_request_overhead tells you the dollar cost of that wait.

  • 03

    Can I use this for any kind of agent?

    The MCP is designed for agentic workflows that involve calling external capabilities. It measures the economic and performance impact of those specific capability-calling patterns.

  • 04

    How do I use the optimization potential capability?

    You provide the MCP with a workflow that is currently running sequentially. The capability then calculates the theoretical time savings if you restructure that process to run steps in parallel.

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