What does compositing do in geology?

Compositing standardizes irregular assay measurements into equal-length intervals. This prevents short or long samples from biasing your statistical models and geological interpretations.

How do I use this with Claude or Cursor?

You connect to the Vinkius-hosted MCP once. After that, you can simply ask your AI client to perform compositing tasks or data checks using the provided capabilities.

Can this capability find errors in my depth data?

Yes. The validate_interval_consistency capability specifically checks for overlapping or illogical depth ranges in your assay data or composites.

Does it help with mass preservation?

Yes. You can use the get_compositing_summary capability to compare raw assay data with your new composites to verify mass preservation.

Do I need to host this myself?

No. Vinkius hosts and manages the MCP for you. You just connect your client and start working.

How does the capability handle geological boundaries?

You can provide boundaryDepths to the get_composites capability. This ensures that the compositing process resets at these specific depths, preventing the mixing of data across different geological units.

Can I check if my data has overlapping intervals?

Yes, use the validate_interval_consistency capability to detect overlapping or out-of-order depth ranges in your assay data or composites.

How is mass preservation verified?

The get_compositing_summary capability provides a totalMassPreservationRatio. A value of 1.0 indicates that the total metal mass was perfectly preserved during the transformation.

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Connect Drill Hole Compositing to ChatGPT, Claude and Gemini

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. Turn irregular assay measurements into uniform geological intervals.

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 Drill Hole Compositing.

01
Get composite statistics
Use this to pull summary statistics for a specific set of generated composites.
02
Get composites
This capability generates a standardized sequence of composite intervals and grades from your raw assay data.
03
Get compositing summary
This provides a high-level comparison between your raw assay data and the resulting composites to ensure accuracy.
04
Validate interval consistency
This capability checks your input assay data or new composites for overlapping or illogical depth ranges.

Real work

What teams actually run

Geological Modeling Prep

Convert raw drill hole data into uniform intervals before running resource estimation models.

Data Quality Auditing

Check large datasets for illogical depth ranges or overlapping intervals.

Statistical Analysis

Quickly get mean and max grade statistics for a specific set of composites.

Mass Balance Verification

Compare raw assay data against composites to confirm the compositing process didn't skew the results.

One connector, every AI

Drill Hole Compositing 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 Drill Hole Compositing 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

904ms average. Fast in production.

Drill Hole Compositing is checked daily against the live service.

Daily averagePeak 1114ms

Oct 3Today

Fastest day: 805ms
Slowest day: 1114ms
14-day trend: Stable+1%

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 Drill Hole Compositing, so you can see the experience inside your AI.

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

Drill Hole Compositing Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_dl22Pnh0O7mcjtUMyw8r17gQB5kaUDrrvsTK9xgz/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 — Drill Hole Compositing capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "drill-hole-compositing-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_dl22Pnh0O7mcjtUMyw8r17gQB5kaUDrrvsTK9xgz/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 Drill Hole Compositing in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Drill Hole Compositing owners hand off.

This MCP is built for professionals handling drill hole data who need to move from raw measurements to clean models quickly.

01
Geologists
They hand off raw assay logs to the AI to get clean composites for modeling.
02
Mining Engineers
They use the capability to ensure data used in resource estimation is unbiased.
03
Data Scientists
They use the statistical capabilities to validate geostatistical datasets.

FAQ

Questions Drill Hole Compositing owners ask.

01
What does compositing do in geology?
Compositing standardizes irregular assay measurements into equal-length intervals. This prevents short or long samples from biasing your statistical models and geological interpretations.
02
How do I use this with Claude or Cursor?
You connect to the Vinkius-hosted MCP once. After that, you can simply ask your AI client to perform compositing tasks or data checks using the provided capabilities.
03
Can this capability find errors in my depth data?
Yes. The validate_interval_consistency capability specifically checks for overlapping or illogical depth ranges in your assay data or composites.
04
Does it help with mass preservation?
Yes. You can use the get_compositing_summary capability to compare raw assay data with your new composites to verify mass preservation.
05
Do I need to host this myself?
No. Vinkius hosts and manages the MCP for you. You just connect your client and start working.
06
How does the capability handle geological boundaries?
You can provide boundaryDepths to the get_composites capability. This ensures that the compositing process resets at these specific depths, preventing the mixing of data across different geological units.
07
Can I check if my data has overlapping intervals?
Yes, use the validate_interval_consistency capability to detect overlapping or out-of-order depth ranges in your assay data or composites.
08
How is mass preservation verified?
The get_compositing_summary capability provides a totalMassPreservationRatio. A value of 1.0 indicates that the total metal mass was perfectly preserved during the transformation.

Explore

More in Data Science

Connect Drill Hole Compositing 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

Get composite statistics

Get composites

Get compositing summary

Validate interval consistency

What teams actually run

Geological Modeling Prep

Data Quality Auditing

Statistical Analysis

Mass Balance Verification

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

Drill Hole Compositing Connector

Claude Desktop

Geologists

Mining Engineers

Data Scientists

What does compositing do in geology?

How do I use this with Claude or Cursor?

Can this capability find errors in my depth data?

Does it help with mass preservation?

Do I need to host this myself?

How does the capability handle geological boundaries?

Can I check if my data has overlapping intervals?

How is mass preservation verified?

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