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Connect Metallurgical Accounting to ChatGPT and Claude

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Track metal mass and reconcile recovery across your entire circuit.

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

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Metallurgical Accounting Service.

  1. 01

    Calculate metal balance

    This capability determines total metal flow and finds the discrepancy between what goes in and what comes out.

  2. 02

    Identify losses

    It isolates and categorizes missing metal within your system to show exactly where material is lost.

  3. 03

    Reconcile recovery

    This capability calculates actual metallurgical recovery and compares it directly to your target performance levels.

  4. 04

    Validate measurement integrity

    It checks if your current mass balance falls within acceptable bounds of measurement uncertainty.

Real work

What teams actually run

01

Daily Mass Balance

Check the daily input versus output to find discrepancies in metal flow.

02

Recovery Audits

Compare actual plant recovery against targets to evaluate performance.

03

Loss Investigation

Isolate where metal is being lost in the circuit to improve efficiency.

04

Data Validation

Ensure your mass balance measurements are reliable and within uncertainty limits.

One connector, every AI

Metallurgical Accounting Service 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 Metallurgical Accounting Service 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

946ms average. Fast in production.

Metallurgical Accounting Service is checked daily against the live service.

Daily averagePeak 1101ms
Oct 3Today
Fastest day
735ms
Slowest day
1101ms
14-day trend
Slowing+5%

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 Metallurgical Accounting Service, so you can see the experience inside your AI.

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

Metallurgical Accounting Service Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_0Gk1OYVniDWM9W9qIPFkaPQQ4pQWTxibhYbCAeGk/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 — Metallurgical Accounting Service capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "metallurgical-accounting-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_0Gk1OYVniDWM9W9qIPFkaPQQ4pQWTxibhYbCAeGk/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? Set up Metallurgical Accounting Service in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Metallurgical Accounting Service owners hand off.

This MCP is built for professionals managing metal flows in processing plants and mining operations.

  • 01

    Metallurgists

    They hand off mass balance and recovery calculations to the AI.

  • 02

    Process Engineers

    They use the capability to identify circuit losses and performance gaps.

  • 03

    Plant Managers

    They rely on the MCP to verify measurement integrity and plant efficiency.

FAQ

Questions Metallurgical Accounting Service owners ask.

  • 01

    What can this MCP do for my mining operation?

    It handles metallurgical accounting by calculating metal balances, reconciling recovery, and identifying losses in your circuit.

  • 02

    Which AI clients can I use with this MCP?

    You can use any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

  • 03

    How does it help with metal loss?

    The identify_losses capability specifically isolates and categorizes missing metal within your system.

  • 04

    Can it check if my data is accurate?

    Yes, the validate_measurement_integrity capability checks if your mass balance is within acceptable measurement uncertainty.

  • 05

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after you connect.

  • 06

    How do I calculate the metal balance?

    You can use the calculate_metal_balance capability by providing the feed tonnage, feed grade, a list of products (tonnage and grade), and the tails data.

  • 07

    Can I check if my measurement error is acceptable?

    Yes, the validate_measurement_integrity capability evaluates if the balance discrepancy is within your specified allowable error margin.

  • 08

    How are losses identified?

    The identify_losses capability isolates missing metal by comparing feed metal against the sum of product and tails metal.

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