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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use History Matching Quality with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Measure how well your reservoir models match field data.

Included with plan

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

Complete set · 4 capabilities

The complete History Matching Quality capability set.

These are the exact actions your AI can choose when you ask it to work with History Matching Quality.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through History Matching Quality.

  1. 01

    Get feature comparison statistics

    This capability compares the statistical distributions between simulated and observed data sets.

  2. 02

    Get global match metrics

    This capability provides a high-level overview of how well the entire simulation matches historical observations.

  3. 03

    Get temporal error analysis

    This capability detects specific time periods or stages where the simulation fails to capture reservoir behavior.

  4. 04

    Get well performance analysis

    This capability identifies which specific wells are contributing most to the total error in your simulation.

One connector, every AI

History Matching Quality 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 History Matching Quality 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.

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 History Matching Quality, so you can see the experience inside your AI.

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

History Matching Quality Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_zvqfFNstDvVmh4N9etTZx44CAXgYeUdCSq8ylTA7/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 — History Matching Quality capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "history-matching-quality-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_zvqfFNstDvVmh4N9etTZx44CAXgYeUdCSq8ylTA7/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

See all the AI clients this connector works with ↑

Who it's for

Built for the work History Matching Quality owners hand off.

This MCP is built for petroleum engineers and reservoir specialists who need to validate simulation models against field data.

  • 01

    Reservoir Engineer

    Hands off simulation results to the AI to get rapid error metric reports.

  • 02

    Simulation Specialist

    Uses the AI to find specific wells or time periods that require model tuning.

  • 03

    Data Analyst

    Uses the capability to compare statistical distributions between datasets.

FAQ

Questions History Matching Quality owners ask.

  • 01

    What metrics does this MCP calculate?

    The MCP calculates RMS error, NDS error, and the R² coefficient of determination.

  • 02

    Can I find specific wells causing errors?

    Yes, you can use the well performance analysis capability to identify which wells contribute most to the total error.

  • 03

    How does it handle time-based discrepancies?

    The temporal error analysis capability detects specific time periods where the simulation fails to match reservoir behavior.

  • 04

    Which AI clients can use this MCP?

    You can use this MCP with any compatible client like Claude, Cursor, Windsurf, or VS Code.

  • 05

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use as soon as you connect.

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