What kind of AI clients can use this MCP?

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

Does this MCP handle temperature changes?

Yes, it includes a capability to adjust viscosity based on temperature to keep spread models accurate.

Can I use this to design dikes?

Yes, the capability can determine the necessary capacity for secondary containment structures.

How does it predict the spill area?

It uses the estimate_spread_area capability to predict the geographic footprint on flat surfaces.

Do I need to host this myself?

No, Vinkius hosts and manages the MCP so it is ready to use once you connect your client.

How does temperature affect the spill calculations?

Temperature changes the fluid's viscosity. You can use get_viscosity_at_temperature to find the adjusted viscosity, which then influences the flow rate in calculate_spill_volume and the footprint in estimate_spread_area.

Can I calculate the required dike height for a spill?

Yes, the determine_containment_needs capability provides both the required containment volume and the recommended dike height based on the spilled volume and safety factors.

What inputs are needed to estimate the spread area?

To use estimate_spread_area, you need the total spilled volume, the fluid's viscosity, and the current temperature.

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Connect Spill Volume Estimation Engine 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. Model chemical breaches and plan containment in seconds.

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.

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.

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 Spill Volume Estimation.

01
Calculate spill volume
This capability finds the total amount of chemical lost during a breach. It uses tank dimensions and breach specifics to get a precise volume.
02
Determine containment needs
Use this to find the necessary capacity for secondary containment structures. It calculates how much volume a dike or basin must hold to catch a spill.
03
Estimate spread area
This capability predicts the geographic footprint of a spill on flat surfaces. It helps you understand how much ground area a liquid will cover.
04
Get viscosity at temperature
This capability adjusts a fluid's viscosity based on current temperature. It ensures your spread and flow models account for how heat changes liquid thickness.

Real work

What teams actually run

Secondary Containment Design

Size dikes and basins to ensure they can hold a predicted spill volume.

Emergency Response Planning

Predict how far a chemical will spread to set up exclusion zones.

Risk Assessment

Model the impact of temperature changes on liquid flow during a leak.

Facility Auditing

Verify that current containment structures meet the needs of stored chemical volumes.

One connector, every AI

Spill Volume Estimation 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.

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

You don't need a client to put Spill Volume Estimation 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

903ms average. Fast in production.

Spill Volume Estimation is checked daily against the live service.

Daily averagePeak 1218ms

Oct 3Today

Fastest day: 725ms
Slowest day: 1218ms
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 Spill Volume Estimation, so you can see the experience inside your AI.

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

Spill Volume Estimation Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_WspLVceIZC5spRQNsMmcWUkbjPSi9jVPcCzx60O8/mcp

Claude 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 — Spill Volume Estimation capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "spill-volume-estimation-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_WspLVceIZC5spRQNsMmcWUkbjPSi9jVPcCzx60O8/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 Spill Volume Estimation in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Spill Volume Estimation owners hand off.

This MCP is built for professionals managing hazardous materials and environmental safety.

01
Environmental Safety Engineers
They hand off containment sizing and spill modeling tasks to the AI.
02
Facility Managers
They use the AI to plan secondary containment requirements for chemical storage.
03
Emergency Response Coordinators
They use the AI to predict spill spread during active breach events.

FAQ

Questions Spill Volume Estimation owners ask.

01
What kind of AI clients can use this MCP?
You can use this with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.
02
Does this MCP handle temperature changes?
Yes, it includes a capability to adjust viscosity based on temperature to keep spread models accurate.
03
Can I use this to design dikes?
Yes, the capability can determine the necessary capacity for secondary containment structures.
04
How does it predict the spill area?
It uses the estimate_spread_area capability to predict the geographic footprint on flat surfaces.
05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP so it is ready to use once you connect your client.
06
How does temperature affect the spill calculations?
Temperature changes the fluid's viscosity. You can use get_viscosity_at_temperature to find the adjusted viscosity, which then influences the flow rate in calculate_spill_volume and the footprint in estimate_spread_area.
07
Can I calculate the required dike height for a spill?
Yes, the determine_containment_needs capability provides both the required containment volume and the recommended dike height based on the spilled volume and safety factors.
08
What inputs are needed to estimate the spread area?
To use estimate_spread_area, you need the total spilled volume, the fluid's viscosity, and the current temperature.

Explore

More in Fluid Dynamics

Connect Spill Volume Estimation to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Calculate spill volume

Determine containment needs

Estimate spread area

Get viscosity at temperature

What teams actually run

Secondary Containment Design

Emergency Response Planning

Risk Assessment

Facility Auditing

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

Spill Volume Estimation Connector

Claude Desktop

Environmental Safety Engineers

Facility Managers

Emergency Response Coordinators

What kind of AI clients can use this MCP?

Does this MCP handle temperature changes?

Can I use this to design dikes?

How does it predict the spill area?

Do I need to host this myself?

How does temperature affect the spill calculations?

Can I calculate the required dike height for a spill?

What inputs are needed to estimate the spread area?

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