MAPA (Agricultura) MCP Server for AutoGenGive AutoGen instant access to 8 tools to Get Organization, Get Package, Get Resource, and more

Name: MAPA (Agricultura)
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add MAPA (Agricultura) as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

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The MAPA (Agricultura) MCP Server for AutoGen is a standout in the Government Public Data category — giving your AI agent 8 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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python

import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="mapa_agricultura_agent",
            tools=tools,
            system_message=(
                "You help users with MAPA (Agricultura). "
                "8 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About MAPA (Agricultura) MCP Server

Connect your AI agent to the Brazilian Ministry of Agriculture and Livestock (MAPA) Open Data Portal. This server provides direct access to thousands of public datasets, enabling deep analysis of the Brazilian agribusiness sector.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use MAPA (Agricultura) tools. Connect 8 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

What you can do

Dataset Discovery — List all available packages and search for specific topics like 'Agrofit', 'Rural Credit', or 'Livestock'
Metadata Inspection — Fetch complete metadata for specific datasets to understand data provenance, update frequency, and coverage
Resource Access — Retrieve direct download URLs and file formats for specific data resources (CSV, PDF, XLS)
Organizational Mapping — List and inspect the various departments and organizations responsible for publishing agricultural data
Categorization — Browse data by groups and tags to discover related information across different agricultural domains

The MAPA (Agricultura) MCP Server exposes 8 tools through the Vinkius. Connect it to AutoGen in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 8 MAPA (Agricultura) tools available for AutoGen

When AutoGen connects to MAPA (Agricultura) through Vinkius, your AI agent gets direct access to every tool listed below — spanning open-data, agribusiness, public-records, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

get

Get organization on MAPA (Agricultura)

Get details for a specific organization

get

Get package on MAPA (Agricultura)

Get metadata for a specific dataset (package)

get

Get resource on MAPA (Agricultura)

Get metadata for a specific resource

list

List groups on MAPA (Agricultura)

List all groups

list

List organizations on MAPA (Agricultura)

List all organizations

list

List packages on MAPA (Agricultura)

List all dataset names (packages)

list

List tags on MAPA (Agricultura)

List all tags

Search packages on MAPA (Agricultura)

g., "agrofit" or "organization:mapa"). Search for datasets matching a query

Connect MAPA (Agricultura) to AutoGen via MCP

Follow these steps to wire MAPA (Agricultura) into AutoGen. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 8 tools from MAPA (Agricultura) automatically

Why Use AutoGen with the MAPA (Agricultura) MCP Server

AutoGen provides unique advantages when paired with MAPA (Agricultura) through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use MAPA (Agricultura) tools to solve complex tasks

Role-based architecture lets you assign MAPA (Agricultura) tool access to specific agents. a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive MAPA (Agricultura) tool calls

Code execution sandbox: AutoGen agents can write and run code that processes MAPA (Agricultura) tool responses in an isolated environment

MAPA (Agricultura) + AutoGen Use Cases

Practical scenarios where AutoGen combined with the MAPA (Agricultura) MCP Server delivers measurable value.

Collaborative analysis: one agent queries MAPA (Agricultura) while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from MAPA (Agricultura), a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using MAPA (Agricultura) data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process MAPA (Agricultura) responses in a sandboxed execution environment

Example Prompts for MAPA (Agricultura) in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with MAPA (Agricultura) immediately.

"Search for datasets related to 'Agrofit' in the MAPA portal."

"List all organizations responsible for agricultural data."

"Get the metadata for the dataset 'registro-de-agrotoxicos'."

Troubleshooting MAPA (Agricultura) MCP Server with AutoGen

Common issues when connecting MAPA (Agricultura) to AutoGen through Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

MAPA (Agricultura) + AutoGen FAQ

Common questions about integrating MAPA (Agricultura) MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call MAPA (Agricultura) tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.