
Connect Citrus Maturity Analyzer 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 harvest windows using Brix and acidity data.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
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 · 3 capabilities
We ship only the actions that matter.
01-03
3 capabilities in this set.
Part of 3 available through Citrus Maturity Analyzer.
- 01
Get variety standards
Use this capability to pull hardcoded biological minimums for different citrus varieties.
- 02
Predict harvest window
This capability forecasts when your fruit will meet specific market requirements based on current trends.
- 03
Calculate maturity indices
This capability determines the current maturity status of a specific citrus sample based on your provided data.
Real work
What teams actually run
Harvest Timing
Predict exactly how many days remain until your grapefruit meets fresh market requirements.
Quality Control
Compare current orange samples against variety standards to ensure they are ready for sale.
Yield Planning
Use maturity indices to estimate solids per box and juice percentages.
Market Readiness
Forecast harvest windows to align your picking schedule with buyer needs.
One connector, every AI
Citrus Maturity Analyzer 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 Citrus Maturity Analyzer 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
844ms average. Fast in production.
Citrus Maturity Analyzer is checked daily against the live service.
- Fastest day
- 633ms
- Slowest day
- 1158ms
- 14-day trend
- Slowing+34%
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 Citrus Maturity Analyzer, so you can see the experience inside your AI.
It does not authenticate your account with Citrus Maturity Analyzer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Citrus Maturity Analyzer Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_w0IVIYEetI7ulGzxzeOczOubQw2Y0mrLkYlfrsS0/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 — Citrus Maturity Analyzer capabilities are ready to use.
{
"mcpServers": {
"citrus-maturity-analyzer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_w0IVIYEetI7ulGzxzeOczOubQw2Y0mrLkYlfrsS0/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 Citrus Maturity Analyzer in Claude and other AIs
Who it's for
Built for the work Citrus Maturity Analyzer owners hand off.
This MCP is built for professionals managing citrus orchards and commercial fruit production.
- 01
Citrus Growers
You hand off Brix and acidity readings to the AI to plan your picking schedule.
- 02
Agronomists
You use the capability to verify if fruit samples meet biological minimums for specific varieties.
- 03
Harvest Managers
You rely on the predicted harvest windows to coordinate labor and logistics.
FAQ
Questions Citrus Maturity Analyzer owners ask.
- 01
What data do I need to provide for a maturity check?
You need to provide the Brix (soluble solids) and the titratable acidity levels of your citrus sample.
- 02
Can I check standards for different citrus types?
Yes, the MCP includes capabilities to retrieve biological minimums for various types like oranges and grapefruits.
- 03
How does the capability predict harvest timing?
It forecasts the window by accounting for how sugar accumulates and how acid degrades in the fruit.
- 04
Which AI clients can use this MCP?
You can use this with any MCP-compatible client including Claude, Cursor, Windsurf, and VS Code.
- 05
Does this MCP host the data?
Vinkius hosts and manages the MCP, so you only need to connect your client once to start using the capabilities.
- 06
How do I know if my citrus is ready for the fresh market?
You can use predict_harvest_window to check if your fruit meets the specific maturity ratio required for the fresh market based on its current Brix and acidity levels.
- 07
What information is needed to calculate maturity indices?
To use calculate_maturity_indices, you need to provide the Brix percentage, the acidity percentage, and the specific citrus variety.
- 08
Can I check the minimum standards for different varieties?
Yes, the get_variety_standards capability provides the minimum required maturity ratios and other biological coefficients for various citrus types.
Explore
More in Agriculture
Papaya Harvest & Ripening Predictor AI Connector
Predict papaya harvest windows and post-harvest ripening trajectories.
ViewAvocado Maturity Index AI Connector
Calculate avocado maturity, shelf life, and market suitability.
ViewCommodity Basis Analyzer AI Connector
Analyze grain basis patterns and receive optimal delivery timing recommendations.
ViewPlant Harvest Date Predictor AI Connector
Predict exact harvest dates and manage planting schedules.
View
Suggestions
Mint Oil Yield Predictor AI Connector
Predict mint oil yield, optimal harvest dates, and chemical quality.
ViewBeekeeping Harvest Calculator AI Connector
Deterministic honey yield, storage, and wax byproduct estimation.
ViewWine Phenolic Maturity Index AI Connector
Calculate phenolic maturity, extractability, and harvest timing for grapes.
ViewGrape Brix Distribution Analysis AI Connector
Analyze grape load ripeness uniformity and sugar distribution using statistical Brix analysis.
View
Connect Citrus Maturity Analyzer to Claude, Cursor, ChatGPT & more
