Is this the same data as the Brasil Cidades portal?

Yes! This server accesses the **exact same API** that powers the official [Brasil Cidades](https://cidades.ibge.gov.br) portal — the IBGE's premier municipal indicator platform.

IBGE Pesquisas — Brasil Cidades MCP Server for AutoGen 4 tools — connect in under 2 minutes

Name: IBGE Pesquisas — Brasil Cidades
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 4 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add IBGE Pesquisas — Brasil Cidades as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

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Vinkius supports streamable HTTP and SSE.

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="ibge_pesquisas_brasil_cidades_agent",
            tools=tools,
            system_message=(
                "You help users with IBGE Pesquisas — Brasil Cidades. "
                "4 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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About IBGE Pesquisas — Brasil Cidades MCP Server

Access the same data engine powering the official Brasil Cidades portal — the IBGE's most comprehensive municipal indicator database.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use IBGE Pesquisas — Brasil Cidades tools. Connect 4 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

List All Surveys — Browse the complete IBGE research catalog (Census, PNAD, POF, Agricultural Census, etc.)
Municipal Indicators — Health, education, income, sanitation, and infrastructure data per city
Cross-Survey Results — Query any indicator across any survey and time period
City Rankings — Rank municipalities by any indicator (best HDI, highest GDP per capita, etc.)

The IBGE Pesquisas — Brasil Cidades MCP Server exposes 4 tools through the Vinkius. Connect it to AutoGen in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect IBGE Pesquisas — Brasil Cidades to AutoGen via MCP

Follow these steps to integrate the IBGE Pesquisas — Brasil Cidades MCP Server with AutoGen.

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 4 tools from IBGE Pesquisas — Brasil Cidades automatically

Why Use AutoGen with the IBGE Pesquisas — Brasil Cidades MCP Server

AutoGen provides unique advantages when paired with IBGE Pesquisas — Brasil Cidades through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use IBGE Pesquisas — Brasil Cidades tools to solve complex tasks

Role-based architecture lets you assign IBGE Pesquisas — Brasil Cidades 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 IBGE Pesquisas — Brasil Cidades tool calls

Code execution sandbox: AutoGen agents can write and run code that processes IBGE Pesquisas — Brasil Cidades tool responses in an isolated environment

IBGE Pesquisas — Brasil Cidades + AutoGen Use Cases

Practical scenarios where AutoGen combined with the IBGE Pesquisas — Brasil Cidades MCP Server delivers measurable value.

Collaborative analysis: one agent queries IBGE Pesquisas — Brasil Cidades while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from IBGE Pesquisas — Brasil Cidades, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using IBGE Pesquisas — Brasil Cidades data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process IBGE Pesquisas — Brasil Cidades responses in a sandboxed execution environment

IBGE Pesquisas — Brasil Cidades MCP Tools for AutoGen (4)

These 4 tools become available when you connect IBGE Pesquisas — Brasil Cidades to AutoGen via MCP:

get_indicadores

Use survey ID (e.g., 33 for Censo Demográfico, 38 for Produção Agrícola Municipal). Get indicators from a specific IBGE survey

get_ranking_indicador

Rank municipalities by a specific indicator

get_resultados

Localities can be: BR (Brazil), UF code (e.g., 33 for RJ), or municipality IBGE code. Get survey results for specific municipalities

list_pesquisas

List all IBGE surveys and research programs

Example Prompts for IBGE Pesquisas — Brasil Cidades in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with IBGE Pesquisas — Brasil Cidades immediately.

"What are the education indicators for the city of Curitiba?"

"Which Brazilian cities have the highest GDP per capita?"

"Compare health indicators between São Paulo and Salvador"

Troubleshooting IBGE Pesquisas — Brasil Cidades MCP Server with AutoGen

Common issues when connecting IBGE Pesquisas — Brasil Cidades to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

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

IBGE Pesquisas — Brasil Cidades + AutoGen FAQ

Common questions about integrating IBGE Pesquisas — Brasil Cidades 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 IBGE Pesquisas — Brasil Cidades 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.