Does this MCP work for different avocado varieties?

Yes. The capabilities are designed to handle variety-specific metrics, allowing you to check maturity against the requirements of different types of avocados.

What kind of data does it use?

It uses physiological data points, including dry matter content, oil content, and size metrics, to perform its analyses.

Can I use this for export planning?

Absolutely. The MCP includes a capability that specifically determines the optimal harvest timing for export markets, considering transit risks.

Is this just a general maturity checker?

No. It goes beyond simple maturity checks. It predicts post-harvest performance, giving you an estimate of shelf life and eating quality.

How does the capability determine if an avocado is mature?

The calculate_maturity_status capability compares the measured dry matter percentage against specific physiological thresholds for the selected variety, such as Hass or Fuerte.

Can I predict how long my avocados will last?

Yes, by using predict_post_harvest_performance, you can estimate the predicted shelf life in days and the expected eating quality score.

Is this suitable for export planning?

Yes, the determine_market_window capability specifically helps identify optimal harvest timing and transit risk for export markets.

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Connect Avocado Maturity Index 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. Know exactly when to pick for maximum market value.

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 · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Avocado Maturity Index.

01
Determine market window
Identifies the optimal harvest timing for different commercial paths
02
Predict post harvest performance
Estimates how the fruit will behave after being picked, focusing on shelf life and eating quality
03
Calculate maturity status
Determines if a fruit is physiologically mature based on its dry matter and variety

Real work

What teams actually run

Export Shipment Planning

You need to ship a large batch overseas. The MCP determines if the current maturity is optimal for long-distance transit and export markets.

Local Market Inventory

You are planning a local sale. The MCP predicts the eating quality and shelf life, helping you set accurate sales timelines.

Variety Comparison

You are comparing two different avocado varieties. The MCP checks the dry matter status for each to confirm which is ready to pick.

Post-Harvest Quality Check

Before packaging, you run a check to estimate the fruit's performance, ensuring it will last through shipping and retail display.

One connector, every AI

Avocado Maturity Index 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 Avocado Maturity Index 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

851ms average. Fast in production.

Avocado Maturity Index is checked daily against the live service.

Daily averagePeak 1009ms

Oct 3Today

Fastest day: 705ms
Slowest day: 1009ms
14-day trend: Improving-9%

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 Avocado Maturity Index, so you can see the experience inside your AI.

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

Avocado Maturity Index Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_37lo4ZBvBFtFcnOq0HgEu6L7aAyqpf4JnB7LS9IM/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 — Avocado Maturity Index capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "avocado-maturity-index-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_37lo4ZBvBFtFcnOq0HgEu6L7aAyqpf4JnB7LS9IM/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 Avocado Maturity Index in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Avocado Maturity Index owners hand off.

This MCP is essential for professionals in the agricultural supply chain. Growers use it to time harvests perfectly, while exporters rely on it to ensure products meet international shipping standards. It gives logistics managers the data they need to minimize post-harvest loss.

01
Avocado Grower
Uses the MCP to check dry matter thresholds and determine the ideal harvest window for their specific variety.
02
Supply Chain Manager
Leverages the capability to predict post-harvest performance and plan optimal logistics for large shipments.
03
Agricultural Exporter
Connects the MCP to ensure harvested fruit meets the specific maturity and quality standards required by foreign markets.

FAQ

Questions Avocado Maturity Index owners ask.

01
Does this MCP work for different avocado varieties?
Yes. The capabilities are designed to handle variety-specific metrics, allowing you to check maturity against the requirements of different types of avocados.
02
What kind of data does it use?
It uses physiological data points, including dry matter content, oil content, and size metrics, to perform its analyses.
03
Can I use this for export planning?
Absolutely. The MCP includes a capability that specifically determines the optimal harvest timing for export markets, considering transit risks.
04
Is this just a general maturity checker?
No. It goes beyond simple maturity checks. It predicts post-harvest performance, giving you an estimate of shelf life and eating quality.
05
How does the capability determine if an avocado is mature?
The calculate_maturity_status capability compares the measured dry matter percentage against specific physiological thresholds for the selected variety, such as Hass or Fuerte.
06
Can I predict how long my avocados will last?
Yes, by using predict_post_harvest_performance, you can estimate the predicted shelf life in days and the expected eating quality score.
07
Is this suitable for export planning?
Yes, the determine_market_window capability specifically helps identify optimal harvest timing and transit risk for export markets.

Explore

More in Supply Chain

Connect Avocado Maturity Index 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.

01-03

Determine market window

Predict post harvest performance

Calculate maturity status

What teams actually run

Export Shipment Planning

Local Market Inventory

Variety Comparison

Post-Harvest Quality Check

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

Avocado Maturity Index Connector

Claude Desktop

Avocado Grower

Supply Chain Manager

Agricultural Exporter

Does this MCP work for different avocado varieties?

What kind of data does it use?

Can I use this for export planning?

Is this just a general maturity checker?

How does the capability determine if an avocado is mature?

Can I predict how long my avocados will last?

Is this suitable for export planning?

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