# IBGE Pesquisas — Brasil Cidades MCP for AI Agents AI Agent Connect

> IBGE Pesquisas — Brasil Cidades lets you query official Brazilian municipal data on health, education, economy, and quality-of-life indicators. It pulls directly from the engine behind the Brasil Cidades portal, making it easy to rank cities, compare regional indicators, and build data-driven policy reports for any Brazilian municipality. Use it to get precise numbers for urban planning or socioeconomic research.

## Overview
- **Category:** data-analytics
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_XVJCujmRVsH7g75ddxCcZdiZfirsFlJdjNgTBRBS/ai-agent-connect
- **Tags:** municipal-indicators, social-research, quality-of-life, public-policy, data-query

## Description

This Connector gives your agent a direct line into the IBGE's municipal indicator database. Instead of hunting through static PDFs or navigating messy government portals, you can just ask your agent to pull specific stats on things like literacy rates, GDP per capita, or sanitation coverage across Brazil. It handles the heavy lifting of identifying the right survey and extracting the numbers for specific cities or states. You can use it to build out complex comparisons between regions or to find the highest-performing municipalities in a specific category. Because it's part of the Vinkius catalog, you can connect it to your existing setup and start pulling real-world socioeconomic data into your projects immediately. It's built for people who need accuracy and want to move past the manual copy-pasting of public records. By turning complex government queries into simple natural language requests, it helps you focus on analysis rather than data collection.

## Tools

### get_ranking_indicador
Ranks municipalities by a specific indicator. Use this to quickly identify top or bottom-performing cities.

### list_pesquisas
Shows all IBGE surveys and research programs. It helps you find the right data source for your query.

### get_indicadores
Pulls indicators from a specific survey using its ID. This is how you see what specific metrics are available.

### get_resultados
Fetches survey results for specific municipalities, states, or the whole of Brazil. It's the primary way to get raw numbers.

## Prompt Examples

**Prompt:** 
```
What are the education indicators for the city of Curitiba?
```

**Response:** 
```
📚 **Curitiba — Education Indicators**

- Literacy rate: 97.8%
- Average schooling: 10.9 years
- IDEB (primary): 6.8
- School enrollment (6-14): 98.2%
- Higher education rate: 32.1%

Curitiba ranks in the top 5% of Brazilian municipalities for education.
```

**Prompt:** 
```
Which Brazilian cities have the highest GDP per capita?
```

**Response:** 
```
🏆 **Top 5 — GDP Per Capita**

1. São Desidério (BA) — R$ 309K
2. Paulínia (SP) — R$ 258K
3. Louveira (SP) — R$ 241K
4. Triunfo (RS) — R$ 234K
5. São Francisco do Conde (BA) — R$ 221K

Small industrial and agribusiness cities dominate the top.
```

**Prompt:** 
```
Compare health indicators between São Paulo and Salvador
```

**Response:** 
```
🏥 **Health Comparison**

| Indicator | São Paulo | Salvador |
|-----------|-----------|----------|
| Life expect. | 77.3 yrs | 73.8 yrs |
| Infant mort. | 10.2‰ | 15.4‰ |
| Physicians | 4.2/1000 | 2.8/1000 |
| Hospital beds | 3.1/1000 | 2.4/1000 |
```

## Capabilities

### List available surveys
See the full catalog of IBGE research programs and surveys.

### Fetch specific indicators
Get precise metrics from a specific survey using its unique ID.

### Retrieve municipal results
Get data for specific cities, states, or the entire country.

### Rank cities by metric
Sort municipalities based on any available indicator like GDP or HDI.

### Compare regional data
Contrast socioeconomic stats between different Brazilian states and cities.

## Use Cases

### Comparing health stats between two states
A researcher asks their agent to compare infant mortality and hospital beds in São Paulo versus Salvador to highlight regional disparities.

### Finding high-GDP cities for investment
An analyst uses get_ranking_indicador to identify the top 10 cities with the highest GDP per capita for a new real estate portfolio.

### Mapping education across a region
A planner asks for literacy rates in all municipalities of a specific state to identify areas needing more school funding.

### Verifying sanitation coverage
A journalist uses get_resultados to check the sanitation percentage in rural municipalities to prepare a story on infrastructure.

## Benefits

- Skip the manual portal navigation by having your agent fetch municipal data directly through the IBGE Pesquisas — Brasil Cidades MCP.
- Get accurate socioeconomic metrics like GDP and literacy rates without worrying about outdated spreadsheets.
- Compare multiple regions instantly using get_resultados to see how different states stack up on health and education.
- Build data-backed reports faster by using get_ranking_indicador to identify top-performing cities in any category.
- Access a wide variety of research programs, from the Census to agricultural data, in one single connection.
- Automate the process of finding municipality codes, letting your agent handle the technical IDs while you focus on the results.

## How It Works

The bottom line is you get instant access to official Brazilian municipal data without manual searching.

1. Connect the Connector to your AI client through the Vinkius marketplace.
2. Ask your agent to find specific survey IDs or municipality codes.
3. Receive structured data for your reports or analysis.

## Frequently Asked Questions

**Can the IBGE Pesquisas — Brasil Cidades MCP help me find literacy rates?**
Yes, it can pull literacy rates and other education metrics for any Brazilian municipality. Your agent will find the specific survey data and present the numbers clearly.

**Is the data from IBGE Pesquisas — Brasil Cidades official?**
Yes, this Connector connects directly to the engine powering the official Brasil Cidades portal. You get the same high-quality municipal indicators used by the Brazilian government.

**Can I use IBGE Pesquisas — Brasil Cidades to rank cities by GDP?**
Absolutely. You can ask your agent to rank municipalities by any available indicator, such as GDP per capita or HDI, to see how they compare.

**Does IBGE Pesquisas — Brasil Cidades cover all of Brazil?**
It covers the entire country. You can query results for specific cities, individual states, or get a broad overview for all of Brazil.

**Can I use the IBGE Pesquisas — Brasil Cidades MCP for urban planning?**
It's a great tool for urban planners. You can quickly pull infrastructure, sanitation, and population data to help inform your development projects and policy decisions.

**How do I get specific results for a small town using IBGE Pesquisas — Brasil Cidades?**
Just provide the name of the town or its IBGE code to your agent. The Connector will find the correct results for that specific locality and show them to you.

**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.