What kind of salmon does this MCP model?

This MCP is specifically designed for modeling Atlantic salmon smolt production.

How does the model predict growth?

It uses a degree-day accumulation model to forecast developmental milestones and growth patterns.

Can I use this with Claude or Cursor?

Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.

What helps determine the seawater transfer window?

The capability calculates the window based on physiological readiness and thermal history to maximize survival.

Does this MCP require me to host anything?

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

How does the model predict smoltification timing?

The model uses degree-day accumulation, which calculates growth based on thermal units (temperature multiplied by time) and photoperiod cues.

Can I use this to find the best time for seawater transfer?

Yes, you can use calculate_optimal_transfer_window to find the specific period where salmon meet both target weight and physiological maturity requirements.

How is fish health evaluated?

The model estimates health using the condition factor and a proxy for gill Na+/K+ ATPase activity based on thermal and growth history.

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Connect Salmon Smolt Production Modeler to your AI

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. Optimize seawater transfer windows and predict developmental milestones.

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 Salmon Smolt Production Modeler.

01
Calculate optimal transfer window
This capability determines the best time to move salmon from freshwater to seawater to maximize survival.
02
Evaluate feeding efficiency
This capability analyzes how different feeding regimes impact the accumulation of thermal units and growth.
03
Predict smoltification milestones
This capability predicts when a batch of salmon will reach specific developmental milestones.
04
Simulate photoperiod impact
This capability forecasts how altering light cycles will shift the timing of smoltification.

Real work

What teams actually run

Seawater Transfer Planning

Determine the exact window to move salmon to seawater to maximize survival probability.

Light Cycle Management

Model how changing photoperiods will accelerate or delay smoltification.

Feeding Optimization

Analyze how different feeding rates affect thermal unit accumulation and growth.

Growth Forecasting

Predict when a specific batch will hit target weights and condition factors.

One connector, every AI

Salmon Smolt Production Modeler 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 Salmon Smolt Production Modeler 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

896ms average. Fast in production.

Salmon Smolt Production Modeler is checked daily against the live service.

Daily averagePeak 1132ms

Oct 3Today

Fastest day: 705ms
Slowest day: 1132ms
14-day trend: Slowing+35%

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 Salmon Smolt Production Modeler, so you can see the experience inside your AI.

It does not authenticate your account with Salmon Smolt Production Modeler. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Salmon Smolt Production Modeler Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_9w4NihcGXeDqlgQHmQxzgm5LzkEz2XiSLaYo6v4e/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 — Salmon Smolt Production Modeler capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "salmon-smolt-production-modeler-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_9w4NihcGXeDqlgQHmQxzgm5LzkEz2XiSLaYo6v4e/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 Salmon Smolt Production Modeler in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Salmon Smolt Production Modeler owners hand off.

This MCP is built for professionals managing Atlantic salmon production cycles in freshwater environments.

01
Aquaculture Manager
Uses the MCP to plan seawater transfer schedules and feeding programs.
02
Biological Technician
Hands off growth data to the agent to forecast developmental milestones.
03
Production Planner
Uses photoperiod simulations to adjust production timelines.

FAQ

Questions Salmon Smolt Production Modeler owners ask.

01
What kind of salmon does this MCP model?
This MCP is specifically designed for modeling Atlantic salmon smolt production.
02
How does the model predict growth?
It uses a degree-day accumulation model to forecast developmental milestones and growth patterns.
03
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.
04
What helps determine the seawater transfer window?
The capability calculates the window based on physiological readiness and thermal history to maximize survival.
05
Does this MCP require me to host anything?
No, Vinkius hosts and manages the MCP, so it is ready to use as soon as you connect your client.
06
How does the model predict smoltification timing?
The model uses degree-day accumulation, which calculates growth based on thermal units (temperature multiplied by time) and photoperiod cues.
07
Can I use this to find the best time for seawater transfer?
Yes, you can use calculate_optimal_transfer_window to find the specific period where salmon meet both target weight and physiological maturity requirements.
08
How is fish health evaluated?
The model estimates health using the condition factor and a proxy for gill Na+/K+ ATPase activity based on thermal and growth history.

Explore

More in Predictive Analytics

Connect Salmon Smolt Production Modeler 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 optimal transfer window

Evaluate feeding efficiency

Predict smoltification milestones

Simulate photoperiod impact

What teams actually run

Seawater Transfer Planning

Light Cycle Management

Feeding Optimization

Growth Forecasting

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

Salmon Smolt Production Modeler Connector

Claude Desktop

Aquaculture Manager

Biological Technician

Production Planner

What kind of salmon does this MCP model?

How does the model predict growth?

Can I use this with Claude or Cursor?

What helps determine the seawater transfer window?

Does this MCP require me to host anything?

How does the model predict smoltification timing?

Can I use this to find the best time for seawater transfer?

How is fish health evaluated?

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