• DATA
  • ANALYSIS
  • INSIGHT
  • HUMAN

How to compare municipal indicators with your AI

Connect your AI to IBGE data to pull specific city metrics and run comparative analysis.

Ask AI about this page

Short answer

How can I compare Brazilian city data with my AI?

You ask your AI to fetch specific indicators for different cities using the IBGE connection. It pulls the raw numbers and performs the statistical comparison you request. You get a direct breakdown of the differences between regions.

The outcomes

What your analysis produces

The AI processes the raw IBGE data into these specific results.

DATA

Direct metric extraction

The AI pulls specific socioeconomic or demographic indicators for any Brazilian municipality you name.

ANALYSIS

Side-by-side comparisons

It calculates the delta between two or more cities, showing you exactly how they differ on key metrics.

INSIGHT

Trend identification

Your agent identifies patterns or outliers across different regions or states based on the fetched data.

HUMAN

Final report review

You take the AI's statistical findings and decide how to apply them to your specific research or project.

The workflow

What your AI does when the request arrives.

The AI uses the IBGE connection to turn your questions into data-driven answers.

  1. Fetch city data

    The agent identifies the correct municipality and pulls the requested statistical indicators.

    get_indicadores

  2. Retrieve results

    It pulls the specific datasets needed to satisfy your comparison request.

    get_resultados

  3. Calculate differences

    The AI performs the math to compare the values between the selected cities.

    get_resultados

  4. Summarize findings

    It organizes the numbers into a readable format for your review.

    get_indicadores

Try it

Copy these to start.

Use these prompts to begin your analysis.

Starting points

Swap out the city names and specific indicators for your own needs.

IBGE Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_XVJCujmRVsH7g75ddxCcZdiZfirsFlJdjNgTBRBS/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 — IBGE capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ibge-pesquisas-brasil-cidades-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_XVJCujmRVsH7g75ddxCcZdiZfirsFlJdjNgTBRBS/mcp"
    }
  }
}
Copy into chat04

  • Compare the population growth between São Paulo and Rio de Janeiro using IBGE data.

  • Show me the difference in GDP per capita between Curitiba and Porto Alegre.

  • Get the literacy rates for Belo Horizonte and compare them to the state average.

  • List the top 5 indicators for Manaus and compare them to Fortaleza.

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

Start here

Connect IBGE Pesquisas, Brasil Cidades once, then ask.

One click connects the IBGE data to your AI client. Your credentials stay encrypted and secure.

Connect IBGE Pesquisas, Brasil Cidades to your AI

FAQ

How this task behaves

  • 01

    Can the AI change the data in the IBGE database?

    No. The AI can only read data from IBGE to perform your analysis.

  • 02

    Can I ask for data from cities outside of Brazil?

    No. This connector is specifically built for Brazilian municipal data via IBGE.

  • 03

    Does the AI create charts?

    The AI provides the statistical data and text-based comparisons. You would need to use your own local tools to render visual charts.

  • 04

    Can the AI automate the data entry into my spreadsheets?

    No. The AI provides the information, but you are responsible for moving that data into your own files or tools.

  • 05

    How does the AI know which city I am talking about?

    It uses the municipality names you provide to query the IBGE datasets through the connector.

  • More questions about IBGE Pesquisas, Brasil Cidades? The Connector page answers them. See everything the IBGE Pesquisas, Brasil Cidades Connector can do

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