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 Pydantic AI 4 tools — connect in under 2 minutes

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

ai.pydantic.dev/mcp

Built by Vinkius GDPR 4 Tools SDK

Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect IBGE Pesquisas — Brasil Cidades through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")

    agent = Agent(
        model="openai:gpt-4o",
        mcp_servers=[server],
        system_prompt=(
            "You are an assistant with access to IBGE Pesquisas — Brasil Cidades "
            "(4 tools)."
        ),
    )

    result = await agent.run(
        "What tools are available in IBGE Pesquisas — Brasil Cidades?"
    )
    print(result.data)

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 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.

Pydantic AI validates every IBGE Pesquisas — Brasil Cidades tool response against typed schemas, catching data inconsistencies at build time. Connect 4 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.

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 Pydantic AI 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 Pydantic AI via MCP

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

Install Pydantic AI

Run pip install pydantic-ai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save to agent.py and run: python agent.py

Explore tools

The agent discovers 4 tools from IBGE Pesquisas — Brasil Cidades with type-safe schemas

Why Use Pydantic AI with the IBGE Pesquisas — Brasil Cidades MCP Server

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

Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application

Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your IBGE Pesquisas — Brasil Cidades integration code

Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors

Dependency injection system cleanly separates your IBGE Pesquisas — Brasil Cidades connection logic from agent behavior for testable, maintainable code

IBGE Pesquisas — Brasil Cidades + Pydantic AI Use Cases

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

Type-safe data pipelines: query IBGE Pesquisas — Brasil Cidades with guaranteed response schemas, feeding validated data into downstream processing

API orchestration: chain multiple IBGE Pesquisas — Brasil Cidades tool calls with Pydantic validation at each step to ensure data integrity end-to-end

Production monitoring: build validated alert agents that query IBGE Pesquisas — Brasil Cidades and output structured, schema-compliant notifications

Testing and QA: use Pydantic AI's dependency injection to mock IBGE Pesquisas — Brasil Cidades responses and write comprehensive agent tests

IBGE Pesquisas — Brasil Cidades MCP Tools for Pydantic AI (4)

These 4 tools become available when you connect IBGE Pesquisas — Brasil Cidades to Pydantic AI 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 Pydantic AI

Ready-to-use prompts you can give your Pydantic AI 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 Pydantic AI

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

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

IBGE Pesquisas — Brasil Cidades + Pydantic AI FAQ

Common questions about integrating IBGE Pesquisas — Brasil Cidades MCP Server with Pydantic AI.

How does Pydantic AI discover MCP tools?

Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.

Does Pydantic AI validate MCP tool responses?

Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.

Can I switch LLM providers without changing MCP code?

Absolutely. Pydantic AI abstracts the model layer. your IBGE Pesquisas — Brasil Cidades MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.