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Connect Brazil Nut Yield Model to ChatGPT, Claude and Gemini

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 forest nut production using tree and environmental data.

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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 · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Brazil Nut Yield Model.

  1. 01

    Calculate tree productivity

    This capability calculates the expected fruit production for a single tree. It uses DBH, crown exposure, and environmental factors to get the number.

  2. 02

    Estimate hectare yield

    This capability provides an estimate of the total expected kernel yield for an entire hectare. It aggregates tree data into a broader area-wide production figure.

  3. 03

    Analyze pollination impact

    This capability measures how sensitive your expected yield is to changes in pollinator populations. It helps you understand if a drop in bee numbers will significantly hurt your fruit set.

Real work

What teams actually run

01

Harvest Forecasting

Predict how many kilograms of kernels a specific forest area will produce based on current tree sizes.

02

Pollinator Risk Assessment

Determine if a declining bee population will cause a significant drop in your nut yield.

03

Resource Planning

Use hectare-wide yield estimates to plan logistics for nut collection and transport.

04

Ecological Impact Studies

Model how changes in rainfall affect the productivity of Brazil nut trees.

One connector, every AI

Brazil Nut Yield Model 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 Brazil Nut Yield Model 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

778ms average. Fast in production.

Brazil Nut Yield Model is checked daily against the live service.

Daily averagePeak 967ms
Oct 3Today
Fastest day
619ms
Slowest day
967ms
14-day trend
Slowing+21%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Brazil Nut Yield Model, so you can see the experience inside your AI.

It does not authenticate your account with Brazil Nut Yield Model. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Brazil Nut Yield Model Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_hKYTh5lSpU7zyPHfkxDrfF9JZ4tKQOqTd1KjxZ9N/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 — Brazil Nut Yield Model capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "brazil-nut-yield-model-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_hKYTh5lSpU7zyPHfkxDrfF9JZ4tKQOqTd1KjxZ9N/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 Brazil Nut Yield Model in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Brazil Nut Yield Model owners hand off.

This MCP is built for professionals working in forest ecology and sustainable nut harvesting.

  • 01

    Forestry Managers

    They hand off tree measurements and rainfall data to get harvest forecasts.

  • 02

    Ecologists

    They use the capability to model how pollinator declines affect forest productivity.

  • 03

    Agricultural Researchers

    They use the allometric equations to study yield variables in natural systems.

FAQ

Questions Brazil Nut Yield Model owners ask.

  • 01

    What data do I need to estimate tree productivity?

    You need the tree's DBH, crown exposure, flowering intensity, pollinator abundance, and rainfall levels.

  • 02

    Can this MCP predict yield for an entire forest area?

    Yes, you can use the estimate_hectare_yield capability to get total expected kernel yield per hectare.

  • 03

    How does the capability handle pollinator changes?

    The analyze_pollination_impact capability calculates a sensitivity index to show how much your yield relies on bee populations.

  • 04

    Which AI clients can I use with this MCP?

    You can use any MCP-compatible client like Claude, Cursor, or Windsurf.

  • 05

    Do I need to host the MCP myself?

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

  • 06

    How does pollinator abundance affect the results?

    The analyze_pollination_impact capability calculates how sensitive the yield is to bee populations. Low pollinator abundance can significantly reduce the fruit set efficiency regardless of flowering intensity.

  • 07

    What inputs are needed for tree productivity?

    To use calculate_tree_productivity, you need the DBH distribution, crown exposure class, flowering intensity, pollinator abundance, and rainfall amount.

  • 08

    Can I estimate total yield for a large area?

    Yes, by using estimate_hectare_yield with the tree density and the productivity data obtained from calculate_tree_productivity.

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