Use Mining Productivity Service with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Analyze mining workforce efficiency, labor costs, and stability impacts.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 4 capabilities
The complete Mining Productivity Service capability set.
These are the exact actions your AI can choose when you ask it to work with Mining Productivity Service.
01-04
4 capabilities in this set.
Part of 4 available through Mining Productivity Service.
- 01
Compare to benchmark
Compares current performance metrics against industry standard tiers to identify underperformance
- 02
Get labor cost efficiency
Calculates the labor cost incurred for every tonne of material produced
- 03
Get productivity metrics
Calculates the core productivity per employee for a specific period and labor category
- 04
Get workforce stability impact
Evaluates how employee turnover affects the efficiency of the mining operation
One connector, every AI
Mining Productivity 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Mining Productivity 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.
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 Mining Productivity Service, so you can see the experience inside your AI.
It does not authenticate your account with Mining Productivity Service. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Mining Productivity Service Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_gT1snvmi2FtKIxKCJgWMRkPDaXyZdYTiCXetcAeP/mcpClaude 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 — Mining Productivity Service capabilities are ready to use.
{
"mcpServers": {
"mining-labor-productivity-analysis-mcp": {
"url": "https://edge.vinkius.com/vk_preview_gT1snvmi2FtKIxKCJgWMRkPDaXyZdYTiCXetcAeP/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
FAQ
Questions Mining Productivity Service owners ask.
- 01
How does this capability account for absenteeism?
The get_productivity_metrics capability uses the absenteeism rate to calculate the effective workforce size, ensuring productivity calculations reflect the actual number of workers available.
- 02
Can I compare my costs against industry standards?
Yes, you can use the compare_to_benchmark capability to compare either productivity or cost per tonne against established industry tiers.
- 03
How is turnover cost calculated?
The get_workforce_stability_impact capability calculates turnover cost by multiplying the number of employees lost by the training cost per new hire.
Explore
More in Analytics
Royalty Calculation Mining AI Connector
Calculates mining royalty obligations using ad valorem and unit-based methods.
ViewRule of 40 Analyzer AI Connector
Calculate and benchmark Rule of 40 performance for SaaS and software companies.
ViewMine Life Calculation Engine AI Connector
Simulate mine lifespan, production profiles, and reserve depletion.
ViewInfra Energy Cost Exposure AI Connector
Quantify energy cost exposure and price sensitivity for infrastructure operations.
View
Suggestions
Burn Multiple Calculator AI Connector
Evaluate SaaS growth efficiency by measuring capital expenditure against new ARR.
ViewEnterprise Sales Capacity Planner AI Connector
Calculate sales headcount, revenue capacity, and hiring timelines.
ViewProcess Safety Lead Indicator AI Connector
Monitor proactive safety metrics like inspection completion, training compliance, and near-miss trends.
ViewWorkers' Compensation Premium Calculator AI Connector
Estimate workers' comp premiums, deposits, and audit adjustments based on payroll, EMR, and region.
View
