• DIRECT LINKS
  • DATA LISTS
  • PACKAGE INFO
  • HUMAN REVIEW

How to extract agricultural data download links with your AI

Connect the MAPA (Agricultura) MCP to your AI client. Once connected, your agent can navigate the dataset hierarchy to find specific file URLs.

Ask AI about this page

Short answer

How can I get direct download links for MAPA files using AI?

Tell your AI the name of the dataset you need. It will locate the package and pull the direct URLs for the CSV or XLS files. You'll get the exact download links for the specific resources you want.

The results

What you get from this task

The AI navigates the MAPA structure to find the exact files you need.

DIRECT LINKS

Raw download URLs

The AI identifies the specific resource within a package and provides the direct link to the CSV or XLS file.

DATA LISTS

Available resources

Your agent lists all files inside a dataset package so you can choose the right one.

PACKAGE INFO

Dataset metadata

The AI pulls the high-level package details to ensure you are looking at the correct agricultural dataset.

HUMAN REVIEW

Manual verification

You decide which specific file links are worth downloading or using in your local analysis.

The workflow

What your AI does when the request arrives.

The AI moves from broad dataset names to specific file locations using two primary actions.

  1. Locate the dataset

    Your agent searches for the specific agricultural package name you provided to find its unique identifier.

    get_package

  2. List file resources

    Once the package is found, the AI looks inside to see all available files like CSVs or XLS spreadsheets.

    get_resource

  3. Extract URLs

    The AI pulls the direct download paths for the specific files you identified in the previous step.

    get_resource

  4. Deliver links

    Your agent presents the final list of clickable URLs in your chat interface.

    get_resource

Try it

Copy these to start.

Use these prompts to begin your search.

Starting points

Replace the dataset names with the actual names found on the MAPA portal.

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.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 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"
    }
  }
}
Copy into chat04

  • Find the download links for the 'Safra Soja' dataset package.

  • List all the CSV resources available in the 'Produção Agrícola' package.

  • Get the direct download URL for the XLS file in the 'Censo Agropecuário' package.

  • Search for the package related to 'Área Plantada' and show me the file links.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect MAPA (Agricultura) once, then ask.

Click the link to connect the MCP to your client. Your credentials stay encrypted and you can start asking for data immediately.

Connect MAPA (Agricultura) to your AI

FAQ

How this task behaves

  • 01

    Can the AI download the files directly to my computer?

    No. The AI provides the direct download URLs. You must click the links to save the files to your local machine.

  • 02

    Can the AI change or edit the data in the MAPA files?

    No. The tools only allow the AI to read package and resource information. It cannot modify the source data.

  • 03

    Does the AI know which files are CSV vs XLS?

    Yes. The AI uses the resource information to identify the file format for you.

  • 04

    Can I ask for data that isn't in a package?

    No. The AI can only access data that is organized into packages and resources within the MAPA system.

  • 05

    What happens if the dataset name is slightly wrong?

    The AI will attempt to find the closest matching package, but you may need to provide the exact name for a successful match.

  • More questions about MAPA (Agricultura)? The Connector page answers them. See everything the MAPA (Agricultura) Connector can do

Connect MAPA (Agricultura) to Claude, Cursor, ChatGPT & more