What can this MCP do for my mining fleet?

It allows your AI agent to calculate cost per hour, cost per tonne, and analyze maintenance reliability across your equipment.

How do I use this with my AI client?

You connect your client to Vinkius once, and then you can simply ask your agent to perform tasks like checking fleet status or analyzing cost trends.

Can I analyze individual assets or just the whole fleet?

You can do both. The capabilities allow for specific asset efficiency calculations and broad fleet wide trend analysis.

Does this MCP handle unplanned maintenance data?

Yes, it includes a capability specifically designed to evaluate the proportion of unplanned versus planned maintenance.

Do I need to host this myself?

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

How can I see the status of all my mining assets?

You can use the get_fleet_summary capability to receive a high-level overview of all equipment in your fleet and their current status.

How do I calculate the cost per tonne for a specific excavator?

Use the calculate_equipment_efficiency capability by providing the specific asset ID and the desired timeframe.

Can I identify if my maintenance is becoming too reactive?

Yes, the analyze_maintenance_reliability capability calculates the maintenance ratio, which shows the proportion of unplanned costs relative to total costs.

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Connect Maintenance Cost Analysis 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 mining fleet efficiency and maintenance costs through your AI agent.

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.

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.

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 Maintenance Cost Analysis.

01
Analyze maintenance reliability
This capability compares unplanned versus planned maintenance to measure how reliable your equipment actually is.
02
Calculate equipment efficiency
Your agent uses this to find the specific cost per hour and cost per tonne for any individual asset.
03
Get fleet maintenance trends
This capability aggregates data across your whole fleet to help your agent spot rising costs or systemic failures.
04
Get fleet summary
Use this to get a high level overview of every piece of equipment in your fleet and their current status.

Real work

What teams actually run

Budget Forecasting

Use the AI to project future costs based on current maintenance trends.

Reliability Audits

Check the ratio of unplanned maintenance to see if your fleet is becoming unreliable.

Asset Performance Reviews

Calculate the specific economic efficiency of a single truck or loader.

Fleet Health Checks

Get a quick summary of all active and inactive assets in a specific fleet.

One connector, every AI

Maintenance Cost 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.

Building your own app? The connector is yours to use.

You don't need a client to put Maintenance Cost 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

888ms average. Fast in production.

Maintenance Cost Analysis is checked daily against the live service.

Daily averagePeak 1037ms

Oct 3Today

Fastest day: 748ms
Slowest day: 1037ms
14-day trend: Stable+2%

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

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

Maintenance Cost Analysis Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_5LMbfoJF2K7Sj1D6qFhry3AWM9AmezCSbUHiAe35/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Maintenance Cost Analysis capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "maintenance-cost-analysis-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_5LMbfoJF2K7Sj1D6qFhry3AWM9AmezCSbUHiAe35/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 Maintenance Cost Analysis in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Maintenance Cost Analysis owners hand off.

This MCP is built for mining operations teams who need to turn equipment logs into financial intelligence.

01
Fleet Managers
They hand off the task of monitoring asset status and cost trends to their AI agent.
02
Maintenance Engineers
They use the AI to analyze the ratio of unplanned to planned repairs.
03
Operations Analysts
They rely on the AI to calculate cost per tonne and identify systemic cost issues.

FAQ

Questions Maintenance Cost Analysis owners ask.

01
What can this MCP do for my mining fleet?
It allows your AI agent to calculate cost per hour, cost per tonne, and analyze maintenance reliability across your equipment.
02
How do I use this with my AI client?
You connect your client to Vinkius once, and then you can simply ask your agent to perform tasks like checking fleet status or analyzing cost trends.
03
Can I analyze individual assets or just the whole fleet?
You can do both. The capabilities allow for specific asset efficiency calculations and broad fleet wide trend analysis.
04
Does this MCP handle unplanned maintenance data?
Yes, it includes a capability specifically designed to evaluate the proportion of unplanned versus planned maintenance.
05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.
06
How can I see the status of all my mining assets?
You can use the get_fleet_summary capability to receive a high-level overview of all equipment in your fleet and their current status.
07
How do I calculate the cost per tonne for a specific excavator?
Use the calculate_equipment_efficiency capability by providing the specific asset ID and the desired timeframe.
08
Can I identify if my maintenance is becoming too reactive?
Yes, the analyze_maintenance_reliability capability calculates the maintenance ratio, which shows the proportion of unplanned costs relative to total costs.

Explore

More in Analytics

Connect Maintenance Cost Analysis to Claude, Cursor, ChatGPT & more

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

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Analyze maintenance reliability

Calculate equipment efficiency

Get fleet maintenance trends

Get fleet summary

What teams actually run

Budget Forecasting

Reliability Audits

Asset Performance Reviews

Fleet Health Checks

Building your own app? The connector is yours to use.

Maintenance Cost Analysis Connector

Claude Desktop

Fleet Managers

Maintenance Engineers

Operations Analysts

What can this MCP do for my mining fleet?

How do I use this with my AI client?

Can I analyze individual assets or just the whole fleet?

Does this MCP handle unplanned maintenance data?

Do I need to host this myself?

How can I see the status of all my mining assets?

How do I calculate the cost per tonne for a specific excavator?

Can I identify if my maintenance is becoming too reactive?

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