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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Document AI Economics with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculate unit economics and total cost of ownership for AI document processing workflows.

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 Document AI Economics capability set.

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

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Document AI Economics.

  1. 01

    Calculate accuracy validation cost

    Determines the additional cost incurred by human verification efforts to meet accuracy targets

  2. 02

    Get total workflow estimate

    Provides a holistic view of the entire economic model, combining OCR, complexity, validation, and discounts

  3. 03

    Get unit economics

    Calculates the core cost metrics for a specific document processing batch

  4. 04

    Get volume discount tier

    Identifies the applicable discount multiplier based on the processing volume

Observed, not estimated

836ms average. Fast in production.

Document AI Economics is checked daily against the live service.

Daily averagePeak 919ms
Aug 28Today
Fastest day
729ms
Slowest day
919ms
14-day trend
Slowing+8%

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

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

Document AI Economics Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_c4HO7ycbC5totOWb36D6IxOslZrVVvDW3i8E4ewG/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 — Document AI Economics capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "document-ai-economics-modeler-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_c4HO7ycbC5totOWb36D6IxOslZrVVvDW3i8E4ewG/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

FAQ

Questions Document AI Economics owners ask.

  • 01

    How does document complexity affect the cost?

    Complexity acts as a multiplier on the base OCR cost. For example, using get_unit_economics with a higher complexity multiplier for scanned documents will result in a higher cost per document compared to digital PDFs.

  • 02

    Can I estimate the cost of human validation?

    Yes, you can use calculate_accuracy_validation_cost to determine the additional expense incurred by human-in-the-loop verification efforts needed to meet specific accuracy targets.

  • 03

    Does the capability account for volume discounts?

    Yes, the get_volume_discount_tier capability identifies applicable discounts, and get_total_workflow_estimate incorporates these discounts into the final cost projection.

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