Use Resource Assessment Uncertainty with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Quantify geological uncertainty using probabilistic Monte Carlo simulations.
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.
Complete set · 4 capabilities
The complete Resource Assessment Uncertainty capability set.
These are the exact actions your AI can choose when you ask it to work with Resource Assessment Uncertainty.
01-04
4 capabilities in this set.
Part of 4 available through Resource Assessment Uncertainty.
- 01
Analyze sensitivity
Identifies which input parameter has the greatest impact on the final resource uncertainty
- 02
Calculate resource uncertainty
Performs the primary probabilistic calculation to determine the range of possible resource volumes
- 03
Compare scenarios
Compares two different sets of resource assumptions to evaluate how changing a specific geological model affects risk
- 04
Validate parameter bounds
Checks if provided probabilistic ranges are physically or geologically plausible within standard industry limits
One connector, every AI
Resource Assessment Uncertainty 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 Resource Assessment Uncertainty 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
883ms average. Fast in production.
Resource Assessment Uncertainty is checked daily against the live service.
- Fastest day
- 879ms
- Slowest day
- 931ms
- 14-day trend
- Slowing+6%
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 Resource Assessment Uncertainty, so you can see the experience inside your AI.
It does not authenticate your account with Resource Assessment Uncertainty. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Resource Assessment Uncertainty Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_Rg5sTzlHFKalTJoZzdRsibeF4vJTux6iZZ5WUpB8/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 — Resource Assessment Uncertainty capabilities are ready to use.
{
"mcpServers": {
"resource-assessment-uncertainty-mcp": {
"url": "https://edge.vinkius.com/vk_preview_Rg5sTzlHFKalTJoZzdRsibeF4vJTux6iZZ5WUpB8/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 Resource Assessment Uncertainty owners ask.
- 01
What are P10, P50, and P90 estimates?
These are cumulative probability values. P90 is a conservative estimate (90% probability of being exceeded), P50 is the median, and P10 is an optimistic estimate (10% probability of being exceeded).
- 02
How can I check if my input ranges are realistic?
You can use the validate_parameter_bounds capability to check if your area, thickness, porosity, and saturation ranges fall within physically and geologically plausible limits.
- 03
Can I compare two different geological models?
Yes, the compare_scenarios capability allows you to evaluate how changes in assumptions affect risk by comparing the delta between P50 and P90 values.
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