# OneSoil MCP for AI Agents AI Agent Connect

> OneSoil is a precision farming MCP that lets you manage field boundaries, monitor crop health via NDVI, and access hyper-local weather data directly through your AI agent.

## Overview
- **Category:** data-analytics
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_EtfZNcsYG7Z93twFw9QByQ2rDdEUbqvBfZU7ajJA/ai-agent-connect
- **Tags:** precision-farming, ndvi, satellite-imagery, agtech, weather-data

## Description

OneSoil is a precision farming MCP that connects your field data to your AI agent. If you're tired of toggling between satellite maps and weather apps just to see what's happening on your land, this setup puts everything in one place. You can ask your agent to pull NDVI values to see how your crops are actually growing or check if a storm is coming based on your specific coordinates. It handles the heavy lifting of fetching GeoJSON geometries and historical weather patterns so you can focus on making decisions. Since it's available in the Vinkius catalog, you can plug it into your existing setup and start using it immediately. It turns your AI into a farm manager that knows your fields as well as you do. Instead of manually searching for satellite imagery or trying to remember the exact coordinates for a weather check, you just tell your agent what you need. It pulls the data, processes the trends, and gives you the bottom line. Whether you're checking the health of a specific corn plot or planning a week of spraying across multiple fields, this setup gives you a single point of control. You get to stay in your workflow while the agent handles the data retrieval from the source.

## Tools

### get_weather_history
Get historical weather data for specific field coordinates. Use this to analyze past patterns for your crop cycles.

### create_field
Create a new field boundary in your account. This helps you organize your land data as you expand your operations.

### get_current_weather
Get the current weather for any specific latitude and longitude. This provides real-time conditions for your exact field coordinates.

### delete_field
Remove a field from your account. This keeps your field list clean and up to date.

### get_field
Retrieve details for a specific field. You can see all the metadata and boundaries for a single location.

### list_images
List available satellite images for a field. This lets you know what Sentinel-2 data is ready for your analysis.

### get_ndvi
Get historical NDVI values for a field. This shows you how your vegetation health has changed over time.

### list_fields
List all fields in your account. This gives you a quick overview of all your active farm boundaries.

### get_weather_forecast
Get a 7-day weather forecast for field coordinates. This helps you plan your work week based on local conditions.

## Prompt Examples

**Prompt:** 
```
What's the weather looking like for my north corn field for the next week?
```

**Response:** 
```
I've checked the coordinates for your 'North Corn' field. Here's the 7-day forecast:

| Day | Temp | Condition |
| :--- | :--- | :--- |
| Mon | 22°C | Clear |
| Tue | 23°C | Clear |
| Wed | 21°C | Clear |
| Thu | 19°C | Light Rain |
| Fri | 20°C | Overcast |
| Sat | 22°C | Clear |
| Sun | 24°C | Clear |

It looks clear for the next 3 days, then some light rain starts Thursday.
```

**Prompt:** 
```
Can you show me the growth trends for field 123?
```

**Response:** 
```
I've pulled the NDVI history for field 123. Here is the summary of the vegetation index:

* **Recent Peak:** 0.82 (Mid-July)
* **Current Trend:** Steady growth
* **Data Points:** 10 historical records

This suggests the crop had a very healthy growth period during that time.
```

**Prompt:** 
```
What satellite images do I have for the south soy field?
```

**Response:** 
```
I found 3 available Sentinel-2 satellite images for your 'South Soy' field. You can use these for your upcoming scouting analysis.
```

## Capabilities

### Create new field boundaries
Create a new field boundary in your account to organize your land data.

### Pull current weather
Get the current weather for any specific latitude and longitude.

### View historical weather
Access past weather data for specific field coordinates to identify trends.

### Remove old fields
Delete a field from your account records to keep your list clean.

### Fetch field details
Retrieve all metadata and details for a specific field in one go.

### List satellite images
See which Sentinel-2 satellite images are available for a specific field.

### Get NDVI history
Pull historical NDVI values to track vegetation health over time.

### List all fields
Get a complete list of all fields in your account for a quick overview.

### Get 7-day forecasts
Get a 7-day weather forecast for specific field coordinates to plan your week.

## Use Cases

### Checking growth trends
An agronomist asks the agent for the NDVI history of a corn field to see if the growth peaked in July. The agent pulls the data and identifies the peak growth period.

### Planning spray days
A farm manager asks for a 7-day forecast for a specific coordinate to decide when to spray. The agent provides a clear 7-day outlook for that exact location.

### Building custom dashboards
An AgTech developer uses list_fields to pull all field data into a custom dashboard they are building for a large-scale commercial farm.

### Pre-scouting satellite checks
A scout checks list_images to see if there's new Sentinel-2 imagery available for a field before heading out to the site.

## Benefits

- Track vegetation health more accurately by pulling historical NDVI values directly into your chat.
- Save time on scouting by using list_images to see what satellite data is ready for a specific field.
- Make better irrigation choices by using get_weather_forecast to see 7-day trends for your exact coordinates.
- Organize your land data quickly by using create_field and list_fields to manage your boundaries.
- Get a full picture of your land by using get_field to see all metadata in one place.
- Monitor real-time conditions by using get_current_weather to see what's happening on your farm right now.

## How It Works

The bottom line is you get a single chat interface for all your precision farming data.

1. Subscribe to this Connector on the Vinkius Marketplace.
2. Enter your OneSoil API Key in your client settings.
3. Start asking your agent for weather, NDVI, or field data.

## Frequently Asked Questions

**Can OneSoil MCP help me monitor my crops?**
Yes, it lets your AI agent pull NDVI values to show you how your vegetation is growing over time.

**Does OneSoil MCP provide weather for my specific farm?**
It pulls hyper-local weather data based on the exact latitude and longitude of your fields.

**Can I use OneSoil MCP to organize my field boundaries?**
You can use it to list, create, and inspect your field boundaries and metadata.

**How do I get satellite data with OneSoil MCP?**
The Connector lets your agent see which Sentinel-2 images are available for your specific fields.

**Is OneSoil MCP good for agronomists?**
It is great for agronomists who need to quickly check weather history and NDVI trends to give better crop advice.

**Can OneSoil MCP help with spray planning?**
You can get a 7-day weather forecast for your exact coordinates to help decide the best time to treat your crops.

**How can I check the vegetation health of a specific field?**
Use the `get_ndvi` tool with the Field ID. It returns historical vegetation index data points to help you analyze crop development and identify potential issues.

**How do I get the weather for a specific field location?**
You can use `get_current_weather` for real-time data or `get_weather_forecast` for a 7-day outlook by providing the latitude and longitude coordinates of the field.

**Is it possible to add new field boundaries through the AI?**
Yes, the `create_field` tool allows you to define new boundaries by providing a name and a GeoJSON Polygon geometry object directly in the conversation.