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Connect Completion Fluid Design 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. Build stable brine systems that protect your reservoir.

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 Completion Fluid Design.

  1. 01

    Check crystallization risk

    This capability predicts if your chosen brine will precipitate solids at the expected wellbore temperatures.

  2. 02

    Design additive package

    Use this to identify the specific chemical additives required to manage corrosion and fluid stability.

  3. 03

    Evaluate formation damage

    This capability assesses how much the brine might damage the permeability of your reservoir.

  4. 04

    Get brine recommendation

    This capability determines the best brine type and density based on your specific reservoir conditions.

Real work

What teams actually run

01

Wellbore Stability

Ensure the brine density is correct to prevent wellbore collapse.

02

Corrosion Management

Identify the necessary chemical packages to protect tubulars in high-temperature environments.

03

Risk Mitigation

Check if a specific brine composition will precipitate solids at bottomhole temperatures.

04

Formation Protection

Evaluate how different brine types will impact the permeability of the reservoir.

One connector, every AI

Completion Fluid Design 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 Completion Fluid Design 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

913ms average. Fast in production.

Completion Fluid Design is checked daily against the live service.

Daily averagePeak 1278ms
Oct 3Today
Fastest day
728ms
Slowest day
1278ms
14-day trend
Stable-2%

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 Completion Fluid Design, so you can see the experience inside your AI.

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

Completion Fluid Design Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_0FR6QG89aUEUdZf6M6rziUtbnOMKGqkPWFOp2mFq/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 — Completion Fluid Design capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "completion-fluid-design-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_0FR6QG89aUEUdZf6M6rziUtbnOMKGqkPWFOp2mFq/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 Completion Fluid Design in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Completion Fluid Design owners hand off.

This MCP is built for petroleum engineers and completion specialists who need to validate fluid designs quickly.

  • 01

    Completion Engineer

    Hands off reservoir data to the AI to generate brine recommendations.

  • 02

    Reservoir Engineer

    Uses the capability to check if proposed fluids will damage formation permeability.

  • 03

    Fluid Specialist

    Relies on the MCP to verify crystallization risks and additive requirements.

FAQ

Questions Completion Fluid Design owners ask.

  • 01

    How do I use this MCP with Claude or Cursor?

    You connect once via Vinkius. Once connected, your AI client can immediately call the brine design capabilities.

  • 02

    Can this MCP predict salt precipitation?

    Yes, the check_crystallization_risk capability predicts if the brine will precipitate solids at your expected wellbore temperatures.

  • 03

    Does it help with corrosion control?

    Yes, the design_additive_package capability identifies the chemicals needed to manage corrosion and maintain stability.

  • 04

    What kind of reservoir data is needed?

    You typically need to provide pressure, temperature, and formation type to get accurate brine recommendations.

  • 05

    Is the brine density calculated automatically?

    Yes, the get_brine_recommendation capability determines the optimal density based on the conditions you provide.

  • 06

    How does this capability prevent formation damage?

    The evaluate_formation_damage capability assesses how brine chemistry interacts with specific rock types to prevent clay swelling and permeability loss.

  • 07

    Can I predict salt precipitation?

    Yes, by using check_crystallization_risk, you can determine if the brine will precipitate solids at your expected wellbore temperatures.

  • 08

    What information is needed for brine recommendations?

    To use get_brine_recommendation, you need to provide the reservoir pressure, reservoir temperature, and the formation type.

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