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Connect Reservoir Simulation Grid Designer to your AI

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. Build precise simulation grids that respect your hardware limits.

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
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 Reservoir Simulation Grid Designer.

  1. 01

    Optimize grid for constraints

    This capability adjusts your grid design to stay within your specific hardware or time limits.

  2. 02

    Assess well influence resolution

    Use this to check if your proposed grid is fine enough to capture pressure and saturation gradients around your wells.

  3. 03

    Calculate optimal cell size

    This capability finds the ideal spatial resolution to balance physical accuracy with your computational limits.

  4. 04

    Estimate upscaling impact

    This capability predicts how much information you will lose when moving from a fine-scale geological model to a simulation grid.

Real work

What teams actually run

01

Hardware-Limited Design

You need to shrink a grid design to fit into a specific amount of available RAM.

02

Wellbore Accuracy Check

You want to verify that your grid resolution won't miss pressure drops near a new well.

03

Upscaling Validation

You need to know if a 10m grid is too coarse to represent your 1m geological data.

04

Initial Grid Setup

You use the agent to find a starting cell size based on reservoir dimensions and heterogeneity.

One connector, every AI

Reservoir Simulation Grid Designer 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

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

You don't need a client to put Reservoir Simulation Grid Designer 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

891ms average. Fast in production.

Reservoir Simulation Grid Designer is checked daily against the live service.

Daily averagePeak 1191ms
Oct 3Today
Fastest day
713ms
Slowest day
1191ms
14-day trend
Slowing+5%

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 Reservoir Simulation Grid Designer, so you can see the experience inside your AI.

It does not authenticate your account with Reservoir Simulation Grid Designer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Reservoir Simulation Grid Designer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_wlPG7YtaO3xukfTUwyuwjXzQCqnxhkTe0rup7U8O/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Reservoir Simulation Grid Designer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "reservoir-simulation-grid-designer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_wlPG7YtaO3xukfTUwyuwjXzQCqnxhkTe0rup7U8O/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 Reservoir Simulation Grid Designer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Reservoir Simulation Grid Designer owners hand off.

This MCP is built for petroleum engineers and reservoir simulation specialists who need to automate the tedious parts of grid design.

  • 01

    Reservoir Engineer

    You hand off the math for cell size optimization and upscaling impact to your agent.

  • 02

    Simulation Specialist

    You use the agent to ensure grids meet hardware constraints before running large jobs.

  • 03

    Geological Modeler

    You check how much detail is lost when transitioning geological models into simulation grids.

FAQ

Questions Reservoir Simulation Grid Designer owners ask.

  • 01

    What AI clients can I use with this MCP?

    You can use any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

  • 02

    How does it help with hardware limits?

    The optimize_grid_for_constraints capability adjusts your design to ensure it stays within your specific hardware or time constraints.

  • 03

    Can it predict information loss during upscaling?

    Yes, the estimate_upscaling_impact capability predicts the level of information loss when moving from fine-scale models to simulation grids.

  • 04

    Does this replace reservoir simulation software?

    No, this MCP is a design capability that helps you prepare and optimize the grids used in your simulation software.

  • 05

    How do I know if my grid is fine enough for wellbore physics?

    You can use the assess_well_influence_resolution capability to evaluate if the grid captures pressure and saturation gradients near wells.

  • 06

    How do I ensure my grid captures well-bore effects?

    You can use the assess_well_influence_resolution capability to evaluate if your cell size is adequate relative to your well spacing.

  • 07

    Can I adjust my grid to fit specific hardware limits?

    Yes, the optimize_grid_for_constraints capability helps adjust the cell count and dimensions to stay within your target computational capacity.

  • 08

    How is the optimal cell size determined?

    The calculate_optimal_cell_size capability uses reservoir dimensions and the heterogeneity scale to find the ideal resolution for your simulation.

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