
Connect Ambee Soil 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. Manage your crops with precise, actionable soil intelligence.
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 · 5 capabilities
We ship only the actions that matter.
01-03
3 capabilities in this set.
Part of 5 available through Ambee.
- 01
Get latest soil
Essential for irrigation planning, crop monitoring, soil health assessment, and precision agriculture. AI agents should use this when users ask "what is the soil moisture at my farm", "check current soil temperature", or need immediate soil condition data for agricultural decision making. Get real-time soil moisture and temperature for a specific location
- 02
Get grid soil
Returns gridded data points suitable for creating soil condition maps, GIS analysis, and spatial interpolation. Essential for precision agriculture mapping, variable rate application planning, and geospatial soil analysis. AI agents should use this when users ask "generate a soil moisture grid for mapping", "get gridded soil data for my field", or need structured spatial soil data for GIS integration. Get soil data on a structured grid for spatial analysis and mapping
- 03
Get historical soil
Essential for analyzing soil condition trends, seasonal patterns, drought assessment, and long-term irrigation planning. AI agents should reference this when users ask "show me soil moisture trends over the past 30 days", "what was the soil temperature last week", or need historical soil data for agricultural analysis. Get historical soil moisture and temperature data for trend analysis
04-05
2 capabilities in this set.
Part of 5 available through Ambee.
- 04
Get soil by radius
Returns an array of soil readings across the area, enabling spatial analysis of soil conditions. Essential for regional soil assessment, field variability analysis, and precision agriculture zone mapping. AI agents should use this when users ask "show me soil conditions within 10km of my location", "get soil data for my entire farm area", or need spatial soil moisture distribution analysis. Get soil data for multiple points within a radius of a location
- 05
Get soil properties
Essential for soil classification, crop suitability analysis, fertilizer planning, and long-term soil health monitoring. AI agents should reference this when users ask "what is the soil type and pH at my location", "show me soil organic carbon content", or need comprehensive soil property data for agricultural planning. Get detailed soil physical and chemical properties for a location
Real work
What teams actually run
Irrigation Scheduling
Check the latest soil moisture levels to determine if crops need watering now or if they can wait, saving water and resources.
Crop Suitability Planning
Determine if a specific area is best for a certain crop by checking the soil's pH and organic carbon content.
Drought Impact Analysis
Review historical soil data over the last few months to understand the severity and duration of a recent dry spell.
Field Mapping
Generate gridded soil data to create precise maps for variable rate application of seeds or nutrients.
Automate a task
Put Ambee to work on one thing.
Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.
One connector, every AI
Ambee 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 Ambee 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
797ms average. Fast in production.
Ambee is checked daily against the live service.
- Fastest day
- 667ms
- Slowest day
- 1034ms
- 14-day trend
- Stable-3%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 5 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 Ambee, so you can see the experience inside your AI.
It does not authenticate your account with Ambee. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Ambee Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_CWE2Pj28rA7G4J2Hui6TzZJPf5R65Z92Ei8VqCPX/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 — Ambee capabilities are ready to use.
{
"mcpServers": {
"ambee-soil-mcp": {
"url": "https://edge.vinkius.com/vk_preview_CWE2Pj28rA7G4J2Hui6TzZJPf5R65Z92Ei8VqCPX/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 Ambee in Claude and other AIs
Who it's for
Built for the work Ambee owners hand off.
This MCP is built for professionals who rely on accurate, ground-level data to manage large-scale agricultural operations. It gives you the power of a field lab and a meteorology station, all through a simple chat interface.
- 01
Agronomist
Analyze soil properties, track historical trends, and advise on optimal soil management and fertilizer application.
- 02
Farmer
Monitor soil moisture levels to schedule irrigation and assess overall crop health without guesswork.
- 03
Researcher
Access global soil datasets for climate studies, environmental impact assessments, and academic research.
- 04
Landscaper
Check soil conditions and composition to optimize planting plans and maintenance schedules for specific environments.
FAQ
Questions Ambee owners ask.
- 01
Does this MCP provide real-time data?
Yes. You can use the get_latest_soil capability to retrieve current soil moisture and temperature readings for any specified location.
- 02
Can I analyze data for a large area?
Absolutely. You can use get_soil_by_radius to get readings across multiple points, or use get_grid_soil to generate structured data suitable for mapping entire fields.
- 03
What kind of soil chemistry data can I get?
The MCP provides detailed soil composition, including pH level, organic carbon content, bulk density, and cation exchange capacity.
- 04
Is this only for temperate climates?
No. The MCP accesses global datasets, allowing you to monitor soil conditions and trends worldwide.
- 05
Do I need to be a professional agronomist to use this?
No. You interact with the MCP using plain language. Your AI client acts as the interface, translating your questions into technical data requests.
- 06
Can my AI check real-time soil moisture and temperature for my farm location?
Yes! Use the get_latest_soil capability with your farm latitude and longitude coordinates. The API returns current soil moisture percentage and soil temperature in Celsius. This data is updated in near real-time using satellite and sensor fusion models, making it perfect for daily irrigation decisions and crop health monitoring.
- 07
How do I get historical soil moisture trends to analyze drought patterns?
Use the get_historical_soil capability with your coordinates and the number of days you want to analyze (e.g., 30, 60, or 90 days). This returns daily soil moisture and temperature readings that you can use to identify drying trends, assess drought severity, and plan irrigation schedules based on historical patterns.
- 08
What soil properties are available and how can they help with crop planning?
Use the get_soil_properties capability to access detailed soil composition data including sand/silt/clay percentages, organic carbon content, bulk density, pH, and cation exchange capacity (CEC). These properties help determine soil texture classification, drainage capacity, nutrient retention, and optimal crop selection for your land.
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Connect Ambee to Claude, Cursor, ChatGPT & more
