
Connect Tanker Spill Response Modeling 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. Predict oil movement and environmental impact in real time.
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.

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.
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.
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.
01-04
4 capabilities in this set.
Part of 4 available through Tanker Spill Response Modeling.
- 01
Calculate weathering state
This capability determines the physical state and remaining volume of the oil at a specific time. It calculates how much oil is left after environmental factors take their toll.
- 02
Get spill risk assessment
This capability provides a high level summary of the environmental threat. It evaluates the current spill status to help you understand the severity of the situation.
- 03
Get spill trajectory
This capability predicts the movement path of the oil slick. It uses specific durations to show where the oil will travel.
- 04
Predict shoreline impact
This capability estimates when and where the oil will strike a coastline. It helps you prepare for land-based impacts.
Real work
What teams actually run
Emergency Response Planning
Use the trajectory and shoreline capabilities to decide where to deploy booms during an active spill.
Environmental Impact Studies
Model how oil density and sea temperature affect the physical state of a spill.
Risk Assessment
Get a quick summary of environmental threats to brief decision makers.
Cleanup Logistics
Use weathering data to understand how viscosity changes will affect cleanup equipment.
One connector, every AI
Tanker Spill Response Modeling 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Tanker Spill Response Modeling 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
901ms average. Fast in production.
Tanker Spill Response Modeling is checked daily against the live service.
- Fastest day
- 754ms
- Slowest day
- 1101ms
- 14-day trend
- Improving-11%
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 Tanker Spill Response Modeling, so you can see the experience inside your AI.
It does not authenticate your account with Tanker Spill Response Modeling. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Tanker Spill Response Modeling Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_1tq55W1RUX21IA2dmOoQi1yCgJLm0LhCh3qzLuvf/mcpClaude 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 — Tanker Spill Response Modeling capabilities are ready to use.
{
"mcpServers": {
"tanker-spill-response-modeling-mcp": {
"url": "https://edge.vinkius.com/vk_preview_1tq55W1RUX21IA2dmOoQi1yCgJLm0LhCh3qzLuvf/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 Tanker Spill Response Modeling in Claude and other AIs
Who it's for
Built for the work Tanker Spill Response Modeling owners hand off.
This MCP is built for professionals managing maritime emergencies and environmental protection. You hand off raw sensor and weather data to your agent to get rapid modeling results.
- 01
Environmental Response Coordinators
They use the AI to quickly model spill paths and prepare cleanup crews.
- 02
Maritime Safety Officers
They rely on trajectory and shoreline impact data to protect coastal assets.
- 03
Environmental Scientists
They use the weathering capabilities to study the physical changes in spilled oil.
FAQ
Questions Tanker Spill Response Modeling 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
Do I need to host the MCP myself?
No. Vinkius hosts and manages the MCP for you, so it is ready to use immediately after you connect.
- 03
Can I predict when oil will hit a specific beach?
Yes. You can use the predict_shoreline_impact capability to estimate the timing and location of coastline strikes.
- 04
Does this capability account for oil weathering?
Yes. The calculate_weathering_state capability determines the physical state and remaining volume of the oil.
- 05
How does the risk assessment work?
The get_spill_risk_assessment capability provides a summary of the environmental threat based on the current status of the spill.
- 06
How can I predict where the oil will move?
You can use the get_spill_trajectory capability by providing the initial spill volume, coordinates, wind and current conditions, and the duration of the simulation.
- 07
Can I determine if the oil will hit the coast?
Yes, the predict_shoreline_impact capability uses a previously calculated trajectory to estimate if and when the oil will contact a defined shoreline boundary.
- 08
How is the environmental risk calculated?
The get_spill_risk_assessment capability evaluates risk based on the remaining oil volume, the distance to the nearest coast, and the current emulsification state of the oil.
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Connect Tanker Spill Response Modeling to Claude, Cursor, ChatGPT & more
