
Connect Nitrogen Mineralization Predictor 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. Model organic nitrogen conversion for precise crop planning.
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 Nitrogen Mineralization Predictor.
- 01
Analyze availability timing
This capability identifies peak nitrogen availability periods to help you time your planting correctly.
- 02
Calculate daily rate
This capability determines the immediate nitrogen release rate for a specific day based on current soil conditions.
- 03
Calculate legume credit
This capability calculates the specific nitrogen credit provided by legume crop residues.
- 04
Predict seasonal release
This capability forecasts the total nitrogen released over an entire growing season.
Real work
What teams actually run
Planting Window Optimization
Use the timing capability to ensure nitrogen availability aligns with crop demand.
Fertilizer Reduction
Calculate legume credits to reduce the amount of synthetic nitrogen applied.
Seasonal Planning
Forecast total nitrogen release to manage nutrient supply throughout the growing season.
Soil Health Analysis
Determine daily release rates based on current soil organic matter and moisture.
One connector, every AI
Nitrogen Mineralization Predictor 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 Nitrogen Mineralization Predictor 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.
Nitrogen Mineralization Predictor is checked daily against the live service.
- Fastest day
- 738ms
- Slowest day
- 1100ms
- 14-day trend
- Slowing+14%
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 Nitrogen Mineralization Predictor, so you can see the experience inside your AI.
It does not authenticate your account with Nitrogen Mineralization Predictor. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Nitrogen Mineralization Predictor Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_fYkUr8pvNAGNQ5QPr1Pjv81oqouM0IsAwUJYRxwK/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 — Nitrogen Mineralization Predictor capabilities are ready to use.
{
"mcpServers": {
"nitrogen-mineralization-predictor-mcp": {
"url": "https://edge.vinkius.com/vk_preview_fYkUr8pvNAGNQ5QPr1Pjv81oqouM0IsAwUJYRxwK/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 Nitrogen Mineralization Predictor in Claude and other AIs
Who it's for
Built for the work Nitrogen Mineralization Predictor owners hand off.
Agronomists and farm managers use this MCP to move from general estimates to specific nitrogen availability models.
- 01
Agronomists
They hand off soil test data to the agent to generate precise nitrogen availability reports.
- 02
Farm Managers
They use the seasonal forecasts to plan fertilizer applications and planting dates.
- 03
Soil Scientists
They use the kinetic modeling capabilities to analyze organic matter conversion rates.
FAQ
Questions Nitrogen Mineralization Predictor owners ask.
- 01
What kind of math does this MCP use?
It uses first-order decay kinetics to model the biological conversion of organic nitrogen.
- 02
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.
- 03
Does it account for legume residues?
Yes, there is a specific capability to calculate the nitrogen credit provided by legume crop residues.
- 04
How does it handle seasonal changes?
The predict_seasonal_release capability forecasts the total nitrogen released over a defined growing season.
- 05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use once connected.
- 06
How does this capability account for nitrogen immobilization?
The calculate_daily_rate capability detects if the C:N ratio of the organic matter is high enough to trigger microbial nitrogen consumption, which is flagged via the isImmobilizing status.
- 07
Can I predict the total nitrogen available for a whole season?
Yes, use the predict_seasonal_release capability to forecast the total nitrogen released and the net nitrogen credit over a specified number of days.
- 08
How do temperature and moisture affect the results?
Environmental factors act as multipliers on the decay constant. You can provide a temperatureProfile and moistureProfile to analyze_availability_timing to see how weather fluctuations shift nitrogen availability.
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Connect Nitrogen Mineralization Predictor to Claude, Cursor, ChatGPT & more
