
Connect In-Situ Stress Measurement 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. Turn raw geotechnical data into actionable stress tensors.
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.

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.
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.
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.
01-04
4 capabilities in this set.
Part of 4 available through In-Situ Stress Measurement.
- 01
Analyze overcoring data
This capability calculates the full 3D stress tensor using strain gauge measurements from overcoring operations.
- 02
Calculate stress regime
This capability classifies the tectonic stress environment based on your existing principal stress calculations.
- 03
Interpret hydraulic fracture
This capability determines the magnitudes and orientations of principal stresses from borehole fracture data.
- 04
Process acoustic emission
This capability infers stress field characteristics by analyzing the spatial distribution of acoustic energy releases.
Real work
What teams actually run
Mine Stability Analysis
Use acoustic emission data to monitor how stress fields change in a mining environment.
Borehole Stress Profiling
Interpret hydraulic fracturing results to find principal stress orientations at depth.
Overcoring Data Processing
Convert strain gauge readings into full 3D stress tensors for site characterization.
Tectonic Regime Mapping
Classify the stress state of a rock mass as Normal, Strike-Slip, or Thrust.
One connector, every AI
In-Situ Stress Measurement 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 In-Situ Stress Measurement 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
878ms average. Fast in production.
In-Situ Stress Measurement is checked daily against the live service.
- Fastest day
- 697ms
- Slowest day
- 1082ms
- 14-day trend
- Slowing+8%
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 In-Situ Stress Measurement, so you can see the experience inside your AI.
It does not authenticate your account with In-Situ Stress Measurement. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
In-Situ Stress Measurement Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_dqVFqglg8HlWyWRL0VA1SrkL7PXppoerf1xNJFtp/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 — In-Situ Stress Measurement capabilities are ready to use.
{
"mcpServers": {
"in-situ-stress-measurement-mcp": {
"url": "https://edge.vinkius.com/vk_preview_dqVFqglg8HlWyWRL0VA1SrkL7PXppoerf1xNJFtp/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 In-Situ Stress Measurement in Claude and other AIs
Who it's for
Built for the work In-Situ Stress Measurement owners hand off.
This MCP is built for professionals working in rock mechanics and deep excavation engineering.
- 01
Geotechnical Engineer
Hands off raw borehole and strain data to the agent for rapid tensor calculation.
- 02
Mining Engineer
Uses the agent to monitor stress changes in mine workings via acoustic emissions.
- 03
Geologist
Provides fracture data to the agent to determine regional tectonic stress regimes.
FAQ
Questions In-Situ Stress Measurement owners ask.
- 01
What kind of data can this MCP process?
It processes overcoring strain gauge readings, hydraulic fracture data, and acoustic emission energy distributions.
- 02
Can I use this with Claude or Cursor?
Yes, you can use this MCP with any MCP-compatible client like Claude, Cursor, or Windsurf.
- 03
How does it classify tectonic regimes?
It uses the calculated principal stresses to determine if the environment is Normal, Strike-Slip, or Thrust.
- 04
Does it handle 3D stress calculations?
Yes, the analyze_overcoring_data capability calculates the full 3D stress tensor from strain measurements.
- 05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start working.
- 06
What kind of data can I provide for stress analysis?
You can provide strain readings from overcoring, fracture orientation and pressure from hydraulic fracturing, or acoustic emission event logs.
- 07
Can this capability account for rock anisotropy?
Yes, the analyze_overcoring_data capability includes an optional anisotropy factor to adjust stress tensor calculations for directional stiffness variations.
- 08
How is the tectonic stress regime determined?
The calculate_stress_regime capability classifies the environment as Normal, Strike-Slip, or Thrust based on the relative magnitudes of the three principal stresses.
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Connect In-Situ Stress Measurement to Claude, Cursor, ChatGPT & more
