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Connect Reservoir Heterogeneity Index 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. Get precise reservoir characterization for better flow modeling.

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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 Heterogeneity Index.

  1. 01

    Assess anisotropy impact

    This capability evaluates how the ratio of vertical to horizontal permeability affects overall reservoir heterogeneity.

  2. 02

    Calculate dykstra parsons

    This capability calculates the Dykstra-Parsons coefficient to measure permeability variation across different layers.

  3. 03

    Calculate lorenz coefficient

    This capability determines the Lorenz coefficient to quantify the degree of non-uniformity in reservoir flow.

  4. 04

    Classify flow units

    This capability groups reservoir layers into specific flow units based on their hydraulic properties.

Real work

What teams actually run

01

Flow Modeling Accuracy

Use the calculated coefficients to refine your reservoir flow models.

02

Completion Design

Apply heterogeneity data to design more effective well completions.

03

Layer Characterization

Group complex reservoir layers into manageable flow units using hydraulic properties.

04

Anisotropy Checks

Quickly check how vertical permeability limits flow compared to horizontal permeability.

One connector, every AI

Reservoir Heterogeneity Index 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 Heterogeneity Index 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

873ms average. Fast in production.

Reservoir Heterogeneity Index is checked daily against the live service.

Daily averagePeak 1016ms
Oct 3Today
Fastest day
746ms
Slowest day
1016ms
14-day trend
Improving-14%

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 Heterogeneity Index, so you can see the experience inside your AI.

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

Reservoir Heterogeneity Index Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_U89BjH3SUMWTuLLVAdfj1hzAD6EIR3M4kn836siU/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 Heterogeneity Index capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "reservoir-heterogeneity-index-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_U89BjH3SUMWTuLLVAdfj1hzAD6EIR3M4kn836siU/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 Heterogeneity Index in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Reservoir Heterogeneity Index owners hand off.

This MCP is built for petroleum engineers and reservoir geoscientists who need to run rapid characterization math.

  • 01

    Reservoir Engineer

    Hands off permeability datasets to the AI to get quick coefficient calculations.

  • 02

    Petroleum Geologist

    Uses the capability to classify flow units and assess anisotropy in reservoir models.

  • 03

    Production Engineer

    Relies on heterogeneity data to improve completion design accuracy.

FAQ

Questions Reservoir Heterogeneity Index owners ask.

  • 01

    What is the Dykstra-Parsons coefficient used for?

    It is used to quantify the variation in permeability across different reservoir layers.

  • 02

    Can I use this with Cursor or Claude Desktop?

    Yes, this MCP is compatible with any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 03

    How does the Lorenz coefficient help in reservoir modeling?

    The Lorenz coefficient quantifies the degree of non-uniformity in reservoir flow.

  • 04

    Does this MCP handle anisotropy?

    Yes, it includes a capability to evaluate how vertical and horizontal permeability ratios affect heterogeneity.

  • 05

    How are flow units classified?

    The MCP groups reservoir layers into distinct flow units based on their hydraulic properties.

  • 06

    How can I calculate permeability variation?

    You can use the calculate_dykstra_parsons capability by providing an array of permeability and porosity values.

  • 07

    What is the purpose of the Lorenz coefficient capability?

    The calculate_lorenz_coefficient capability quantifies the degree of non-uniformity in fluid flow within the reservoir.

  • 08

    Can I group reservoir layers into specific units?

    Yes, the classify_flow_units capability groups layers into distinct flow units based on their hydraulic properties.

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