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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Attribution Model Comparator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Compare 5 attribution models (First Touch, Last Touch, Linear, etc.) to quantify revenue delta across all marketing channels.

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 Attribution Model Comparator capability set.

These are the exact actions your AI can choose when you ask it to work with Attribution Model Comparator.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Attribution Model Comparator.

  1. 01

    Calculate attribution delta

    Use this to identify which models over- or under-credit specific channels. Compare attribution share results across multiple models to determine revenue discrepancy for a target channel

  2. 02

    Calculate attribution shares

    Returns individual channel shares with percentage weights. Calculate proportional revenue share credit for each touchpoint using a specific attribution model

  3. 03

    Fetch conversion metrics

    Reconciles multiple sales records linked by conversionId. Retrieve the total revenue value and currency for a specific conversion event

  4. 04

    Get customer journey

    Use this to establish input data for attribution model calculations. Retrieve the chronologically ordered touchpoint sequence for a customer leading up to a conversion event

Observed, not estimated

637ms average. Fast in production.

Attribution Model Comparator is checked daily against the live service.

Daily averagePeak 801ms
Aug 20Today
Fastest day
498ms
Slowest day
801ms
14-day trend
Slowing+49%

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 Attribution Model Comparator, so you can see the experience inside your AI.

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

Attribution Model Comparator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_iZ45hRxjO4K9loq9CyaUIA7eVM6WcbEsi2M1DrGa/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 — Attribution Model Comparator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "attribution-model-comparator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_iZ45hRxjO4K9loq9CyaUIA7eVM6WcbEsi2M1DrGa/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 Attribution Model Comparator owners ask.

  • 01

    What is the necessary input data to start an attribution comparison?

    You must first use the get_customer_journey capability, providing a customer ID and conversion date. This establishes the ordered sequence of touchpoints needed for all subsequent calculations.

  • 02

    How do I get the financial value used as a baseline for attribution?

    Use fetch_conversion_metrics with the specific conversion ID. This capability retrieves the total revenue amount, which serves as the single, absolute figure that all five attribution models will proportionally divide.

  • 03

    After calculating shares for multiple models, how do I find out which model is most biased?

    The calculate_attribution_delta capability takes the full results from all share calculations (via calculate_attribution_shares) and compares them. It quantifies the revenue gain or loss for a specific channel across models, highlighting discrepancies.

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