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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Reconciliation Analysis with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Analyze mine production discrepancies by comparing resource models, mine output, and mill feed.

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 Reconciliation Analysis capability set.

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

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Reconciliation Analysis.

  1. 01

    Calculate model accuracy

    Evaluates the reliability of the geological resource model against actual production data

  2. 02

    Get reconciliation factors

    Compares different stages of the production chain to calculate specific reconciliation ratios

  3. 03

    Identify discrepancy sources

    Diagnoses whether discrepancies are caused by geological estimation errors, mining dilution, or mill recovery issues

  4. 04

    Calculate adjustment factors

    Generates correction coefficients to improve future model predictions based on historical reconciliation results

One connector, every AI

Reconciliation Analysis 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 Reconciliation Analysis 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

1159ms average. Fast in production.

Reconciliation Analysis is checked daily against the live service.

Daily averagePeak 1159ms
Sep 8Today
Fastest day
1159ms
Slowest day
1159ms
14-day trend
Stable0%

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 Reconciliation Analysis, so you can see the experience inside your AI.

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

Reconciliation Analysis Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_sClAlFwhryR6mwqWVNP6I9nzbvf0lLPHQgLnhm34/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 — Reconciliation Analysis capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "reconciliation-analysis-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_sClAlFwhryR6mwqWVNP6I9nzbvf0lLPHQgLnhm34/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 Reconciliation Analysis owners ask.

  • 01

    How can I compare the resource model to mine production?

    You can use the get_reconciliation_factors capability to compare the model stage with the mine stage.

  • 02

    What does the accuracy score represent?

    The accuracy score from calculate_model_accuracy indicates how closely the geological model's predictions align with actual mine production.

  • 03

    Can I identify the cause of ore loss?

    Yes, use identify_discrepancy_sources to diagnose if issues stem from geological estimation, mining dilution, or mill recovery.

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