How do I connect this MCP to my AI client?

You subscribe to the MCP through Vinkius and then connect your client, such as Claude or Cursor, with a single click. Vinkius handles the hosting and management.

Do I need an API key for MAPA?

It is optional. You can use the MCP without one, but entering a MAPA/CKAN API key provides higher rate limits for your requests.

What file formats can my agent access?

The MCP can retrieve direct download URLs for resources in CSV, PDF, and XLS formats.

Can I search for specific topics like 'Agrofit'?

Yes. You can use the search capability to find datasets matching specific queries or keywords.

Is this data official?

Yes. This MCP provides direct access to the official Brazilian Ministry of Agriculture and Livestock (MAPA) Open Data Portal.

How can I find datasets about a specific topic like 'coffee'?

You can use the search_packages capability with the query 'café'. It will return all datasets that match the term in their title or description.

How do I get the actual download link for a data file?

First, use get_package to find the resource IDs within a dataset. Then, call get_resource with the specific ID to retrieve the download URL and file format.

Can I see which government departments publish the data?

Yes! Use the list_organizations capability to see all publishing entities. You can then use get_organization to see all datasets managed by a specific department.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect MAPA (Agricultura) 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. Pull official agricultural datasets directly into your AI agent.

Ask AI about this Connector

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.

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 · 8 capabilities

We ship only the actions that matter.

Capability set01 / 02

01-04

4 capabilities in this set.

Part of 8 available through MAPA (Agricultura).

01
List groups
This capability returns a list of all data groups available in the portal.
02
List organizations
Use this to see all the specific organizations that publish data.
03
List packages
This capability provides a list of all available dataset names.
04
Search packages
This capability searches for specific datasets using queries like 'agrofit' or specific organization names.

Capability set02 / 02

05-08

4 capabilities in this set.

Part of 8 available through MAPA (Agricultura).

05
List tags
This capability retrieves all tags used to categorize the datasets.
06
Get package
This capability pulls the full metadata for a specific dataset.
07
Get organization
Use this to get detailed information about a specific publishing organization.
08
Get resource
This capability fetches metadata for a specific file or resource within a dataset.

Real work

What teams actually run

Pesticide Regulation Monitoring

An analyst uses the search capability to find all Agrofit datasets to track pesticide registration changes.

Rural Credit Analysis

A researcher pulls specific datasets to study trends in Brazilian rural financing.

Government Data Auditing

A policy maker checks the update frequency and metadata of specific agricultural records.

Agribusiness Market Research

A data scientist finds and downloads CSV files for livestock statistics to feed into a model.

Automate a task

Put MAPA (Agricultura) 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

MAPA (Agricultura) 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 MAPA (Agricultura) 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

956ms average. Fast in production.

MAPA (Agricultura) is checked daily against the live service.

Daily averagePeak 1140ms

Oct 3Today

Fastest day: 767ms
Slowest day: 1140ms
14-day trend: Improving-15%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 8 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 MAPA (Agricultura), so you can see the experience inside your AI.

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

MAPA (Agricultura) Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_vZA3HEhSZPPXrBHSgur3O22MyJnLu45VTXLHUj1Q/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 — MAPA (Agricultura) capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "mapa-agricultura-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_vZA3HEhSZPPXrBHSgur3O22MyJnLu45VTXLHUj1Q/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 MAPA (Agricultura) in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work MAPA (Agricultura) owners hand off.

Professionals working within the Brazilian agribusiness sector who need to pull official government statistics into their analytical workflows.

01
Data Scientists
They use the MCP to find official agricultural statistics for building models.
02
Agribusiness Analysts
They monitor pesticide registrations and rural financing trends via the AI.
03
Policy Makers
They retrieve official government records to support reporting and decisions.

FAQ

Questions MAPA (Agricultura) owners ask.

01
How do I connect this MCP to my AI client?
You subscribe to the MCP through Vinkius and then connect your client, such as Claude or Cursor, with a single click. Vinkius handles the hosting and management.
02
Do I need an API key for MAPA?
It is optional. You can use the MCP without one, but entering a MAPA/CKAN API key provides higher rate limits for your requests.
03
What file formats can my agent access?
The MCP can retrieve direct download URLs for resources in CSV, PDF, and XLS formats.
04
Can I search for specific topics like 'Agrofit'?
Yes. You can use the search capability to find datasets matching specific queries or keywords.
05
Is this data official?
Yes. This MCP provides direct access to the official Brazilian Ministry of Agriculture and Livestock (MAPA) Open Data Portal.
06
How can I find datasets about a specific topic like 'coffee'?
You can use the search_packages capability with the query 'café'. It will return all datasets that match the term in their title or description.
07
How do I get the actual download link for a data file?
First, use get_package to find the resource IDs within a dataset. Then, call get_resource with the specific ID to retrieve the download URL and file format.
08
Can I see which government departments publish the data?
Yes! Use the list_organizations capability to see all publishing entities. You can then use get_organization to see all datasets managed by a specific department.

Explore

More in Government Public Data

Connect MAPA (Agricultura) 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

List groups

List organizations

List packages

Search packages

05-08

List tags

Get package

Get organization

Get resource

What teams actually run

Pesticide Regulation Monitoring

Rural Credit Analysis

Government Data Auditing

Agribusiness Market Research

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

MAPA (Agricultura) Connector

Claude Desktop

Data Scientists

Agribusiness Analysts

Policy Makers

How do I connect this MCP to my AI client?

Do I need an API key for MAPA?

What file formats can my agent access?

Can I search for specific topics like 'Agrofit'?

Is this data official?

How can I find datasets about a specific topic like 'coffee'?

How do I get the actual download link for a data file?

Can I see which government departments publish the data?

Data.gov Catalog AI Connector

Maranhão Open Data AI Connector

Open Data Euskadi AI Connector

Minas Gerais (Estado) AI Connector

Suggestions

Mato Grosso do Sul Open Data AI Connector

UK ONS Discovery — Search 337+ Statistical Datasets AI Connector

OpenDataSUS AI Connector

Aragón Open Data AI Connector