How do I get my EOSDA API key?

You can find your API key in the My Account section of the EOSDA website under the API tab.

Which AI clients can I use with this MCP?

You can use this with any MCP-compatible client, including Claude, Cursor, and Windsurf.

Can I add new fields to the system?

Yes, you can use the create_field capability to register new boundaries using GeoJSON or coordinates.

What kind of satellite data is available?

The MCP provides access to imagery from Sentinel-2, Landsat 8/9, MODIS, NAIP, and CBERS-4.

Does this include weather forecasts?

Yes, it provides weather forecasts ranging from 15 days to 7 months for agricultural planning.

Can my AI calculate NDVI for my corn field and show me the vegetation health trend over the growing season?

Yes! Use the get_ndvi_timeseries capability with your field ID and the growing season date range (e.g., date_from=2025-04-01, date_to=2025-10-31). This returns NDVI values for each satellite overpass, showing vegetation health progression from planting through harvest. You can also use get_vegetation_index with index=NDVI for point-in-time analysis, or render_index_map to generate a visual color-coded NDVI map of your field.

How do I get weather forecasts and soil moisture data to plan irrigation for my fields?

Use get_weather_forecast with your field ID and forecast_range=15_days or 1_month to get upcoming precipitation and temperature forecasts. Combine this with get_soil_moisture to check current soil moisture levels at root zone depth. Together these capabilities help you determine if and when irrigation is needed. For historical context, use get_weather_data with past dates to understand rainfall patterns and evapotranspiration trends.

Can I generate a zoning map to identify low and high productivity areas within my field?

Yes! Use the get_zoning_map capability with your field ID. You can specify the vegetation index (NDVI is most common), number of zones (3-5 recommended), and date for analysis. The API returns zone boundaries, average index values per zone, area percentages, and management recommendations. This is essential for variable rate application (VRA), precision fertilization, and targeted irrigation planning.

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Connect EOSDA 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. Turn raw satellite data into actionable field intelligence.

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 · 12 capabilities

We ship only the actions that matter.

Capability set01 / 03

01-04

4 capabilities in this set.

Part of 12 available through EOSDA.

01
Create field
This capability registers a new field for satellite monitoring using GeoJSON boundaries or coordinates. It returns the field ID and calculated area.
02
Get soil moisture
This capability accesses soil moisture levels at the surface, root zone, and deep soil levels. It provides moisture anomalies and irrigation recommendations.
03
Get vegetation index
This capability calculates one of 17 different indices, including NDVI, EVI, and NDRE. It returns statistical data and cloud cover percentages for a specific field.
04
Get evi timeseries
This capability retrieves EVI values per satellite overpass to track canopy development. It is best for monitoring high-biomass crops or areas with heavy atmospheric interference.

Capability set02 / 03

05-08

4 capabilities in this set.

Part of 12 available through EOSDA.

05
Get fields
This capability lists all agricultural fields in your EOSDA account. It provides field names, boundaries, crop types, and current growth stages.
06
Get ndmi timeseries
This capability provides NDMI values to monitor vegetation water content. Use it to track drought impact and plan irrigation schedules.
07
Get ndvi timeseries
This capability returns NDVI values over a growing season to show vegetation health trends. It helps you identify growth stages and periods of crop stress.
08
Render index map
This capability creates visual, color-coded raster images of vegetation indices. You can request specific colormaps like NDVI or thermal for field reports.

Capability set03 / 03

09-12

4 capabilities in this set.

Part of 12 available through EOSDA.

09
Get satellite imagery
This capability pulls raw satellite imagery from sources like Sentinel-2 and Landsat. It provides metadata, cloud cover stats, and download links for specific field areas.
10
Get weather data
This capability retrieves historical and current weather data with over 1800 parameters. It covers everything from temperature to growing degree days dating back to 1979.
11
Get weather forecast
This capability provides weather forecasts ranging from 15 days up to 7 months. It includes data on precipitation, temperature, and solar radiation.
12
Get zoning map
This capability generates productivity and vegetation health zoning maps. It provides zone boundaries and management recommendations for precision agriculture.

Real work

What teams actually run

Irrigation Planning

Use soil moisture data and weather forecasts to decide exactly when to turn on the water.

Stress Detection

Identify problematic areas in a field by analyzing NDVI and EVI time series trends.

Variable Rate Application

Generate zoning maps to guide precision fertilization and input management.

Seasonal Planning

Analyze 20 years of historical weather data to optimize planting and harvest windows.

Automate a task

Put EOSDA 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.

How to generate zoning maps

One connector, every AI

EOSDA 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 EOSDA 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

944ms average. Fast in production.

EOSDA is checked daily against the live service.

Daily averagePeak 1040ms

Oct 14Today

Fastest day: 829ms
Slowest day: 1040ms
14-day trend: Slowing+14%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 12 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 EOSDA, so you can see the experience inside your AI.

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

EOSDA Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_W1riYytnYABpHWpaWtxCVS18WzgQkjJnAYcVAx7d/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 — EOSDA capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "eosda-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_W1riYytnYABpHWpaWtxCVS18WzgQkjJnAYcVAx7d/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 EOSDA in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work EOSDA owners hand off.

This MCP is built for professionals managing large-scale agricultural operations who need satellite-driven insights without the manual data crunching.

01
Farm Managers
They use the agent to monitor crop health and plan irrigation across multiple fields.
02
Agronomists
They rely on the AI to detect early crop stress and track growth stages via vegetation indices.
03
Agricultural Consultants
They use the capability to generate productivity zoning maps and advise clients on precision agriculture.

FAQ

Questions EOSDA owners ask.

01
How do I get my EOSDA API key?
You can find your API key in the My Account section of the EOSDA website under the API tab.
02
Which AI clients can I use with this MCP?
You can use this with any MCP-compatible client, including Claude, Cursor, and Windsurf.
03
Can I add new fields to the system?
Yes, you can use the create_field capability to register new boundaries using GeoJSON or coordinates.
04
What kind of satellite data is available?
The MCP provides access to imagery from Sentinel-2, Landsat 8/9, MODIS, NAIP, and CBERS-4.
05
Does this include weather forecasts?
Yes, it provides weather forecasts ranging from 15 days to 7 months for agricultural planning.
06
Can my AI calculate NDVI for my corn field and show me the vegetation health trend over the growing season?
Yes! Use the get_ndvi_timeseries capability with your field ID and the growing season date range (e.g., date_from=2025-04-01, date_to=2025-10-31). This returns NDVI values for each satellite overpass, showing vegetation health progression from planting through harvest. You can also use get_vegetation_index with index=NDVI for point-in-time analysis, or render_index_map to generate a visual color-coded NDVI map of your field.
07
How do I get weather forecasts and soil moisture data to plan irrigation for my fields?
Use get_weather_forecast with your field ID and forecast_range=15_days or 1_month to get upcoming precipitation and temperature forecasts. Combine this with get_soil_moisture to check current soil moisture levels at root zone depth. Together these capabilities help you determine if and when irrigation is needed. For historical context, use get_weather_data with past dates to understand rainfall patterns and evapotranspiration trends.
08
Can I generate a zoning map to identify low and high productivity areas within my field?
Yes! Use the get_zoning_map capability with your field ID. You can specify the vegetation index (NDVI is most common), number of zones (3-5 recommended), and date for analysis. The API returns zone boundaries, average index values per zone, area percentages, and management recommendations. This is essential for variable rate application (VRA), precision fertilization, and targeted irrigation planning.

Explore

More in The Unthinkable

Connect EOSDA 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.

01-04

Create field

Get soil moisture

Get vegetation index

Get evi timeseries

05-08

Get fields

Get ndmi timeseries

Get ndvi timeseries

Render index map

09-12

Get satellite imagery

Get weather data

Get weather forecast

Get zoning map

What teams actually run

Irrigation Planning

Stress Detection

Variable Rate Application

Seasonal Planning

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

EOSDA Connector

Claude Desktop

Farm Managers

Agronomists

Agricultural Consultants

How do I get my EOSDA API key?

Which AI clients can I use with this MCP?

Can I add new fields to the system?

What kind of satellite data is available?

Does this include weather forecasts?

Can my AI calculate NDVI for my corn field and show me the vegetation health trend over the growing season?

How do I get weather forecasts and soil moisture data to plan irrigation for my fields?

Can I generate a zoning map to identify low and high productivity areas within my field?

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