Why choose the Full server instead of individual ones?

The Full server bundles **all 15 tools** from all 5 domain-specific servers plus 2 exclusive extras (News + Countries). Ideal for multi-disciplinary AI agents that need cross-domain Brazilian intelligence in a single integration.

IBGE Full Access — Dados Brasileiros MCP Server for LlamaIndex 15 tools — connect in under 2 minutes

Name: IBGE Full Access — Dados Brasileiros
Availability: InStock
Author: Vinkius

docs.llamaindex.ai/en/stable/module_guides/tools/mcp

Built by Vinkius GDPR 15 Tools Framework

LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add IBGE Full Access — Dados Brasileiros as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

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python

import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
    mcp_tool_spec = McpToolSpec(client=mcp_client)
    tools = await mcp_tool_spec.to_tool_list_async()

    agent = FunctionAgent(
        tools=tools,
        llm=OpenAI(model="gpt-4o"),
        system_prompt=(
            "You are an assistant with access to IBGE Full Access — Dados Brasileiros. "
            "You have 15 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in IBGE Full Access — Dados Brasileiros?"
    )
    print(response)

asyncio.run(main())

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About IBGE Full Access — Dados Brasileiros MCP Server

The definitive Mega-Server for Brazilian data intelligence. Why install 5 servers when one does it all?

LlamaIndex agents combine IBGE Full Access — Dados Brasileiros tool responses with indexed documents for comprehensive, grounded answers. Connect 15 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.

What you can do

🏙️ Localities — 5,570 municipalities, 27 states, regions, metropolitan areas
📊 Census (SIDRA) — GDP, population, employment, inflation across 10,000+ tables
🔬 Surveys — Health, education, and quality-of-life indicators for every city
👤 Names — Name frequency by decade since the 1930s + popularity rankings
💼 Economy (CNAE) — 1,332 economic activity classifications
📰 News — Latest releases from Agência IBGE Notícias
🌍 Countries — Socioeconomic indicators for any country in the world

The IBGE Full Access — Dados Brasileiros MCP Server exposes 15 tools through the Vinkius. Connect it to LlamaIndex 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 Full Access — Dados Brasileiros to LlamaIndex via MCP

Follow these steps to integrate the IBGE Full Access — Dados Brasileiros MCP Server with LlamaIndex.

Install dependencies

Run pip install llama-index-tools-mcp llama-index-llms-openai

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 15 tools from IBGE Full Access — Dados Brasileiros

Why Use LlamaIndex with the IBGE Full Access — Dados Brasileiros MCP Server

LlamaIndex provides unique advantages when paired with IBGE Full Access — Dados Brasileiros through the Model Context Protocol.

Data-first architecture: LlamaIndex agents combine IBGE Full Access — Dados Brasileiros tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain IBGE Full Access — Dados Brasileiros tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query IBGE Full Access — Dados Brasileiros, a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what IBGE Full Access — Dados Brasileiros tools were called, what data was returned, and how it influenced the final answer

IBGE Full Access — Dados Brasileiros + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the IBGE Full Access — Dados Brasileiros MCP Server delivers measurable value.

Hybrid search: combine IBGE Full Access — Dados Brasileiros real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query IBGE Full Access — Dados Brasileiros to augment indexed data with live information before generating user-facing responses

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying IBGE Full Access — Dados Brasileiros for fresh data

Analytical workflows: chain IBGE Full Access — Dados Brasileiros queries with LlamaIndex's data connectors to build multi-source analytical reports

IBGE Full Access — Dados Brasileiros MCP Tools for LlamaIndex (15)

These 15 tools become available when you connect IBGE Full Access — Dados Brasileiros to LlamaIndex via MCP:

get_agregado_data

Levels: N1=Brasil, N3=UF, N6=Município. Get data from a SIDRA aggregate table

get_agregado_metadados

Get metadata for a SIDRA aggregate

get_municipio

Get municipality details by IBGE code

get_municipios_por_uf

List municipalities in a state

get_nome_frequencia

Get birth frequency by decade for a name

get_noticias_ibge

Get latest news from IBGE news agency

get_pais_indicadores

Use the M49 country code. Get socioeconomic indicators for any country

get_ranking_nomes

Filter by decade or sex. Get ranking of most popular Brazilian names

get_resultados_pesquisa

Get survey results for a municipality

get_subclasse_cnae

Get CNAE subclass details

list_agregados

List SIDRA aggregate tables

list_estados

List all 27 Brazilian states

list_pesquisas

List all IBGE surveys

list_regioes

List the 5 macro-regions of Brazil

list_secoes_cnae

List all 21 CNAE economic sections

Example Prompts for IBGE Full Access — Dados Brasileiros in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with IBGE Full Access — Dados Brasileiros immediately.

"Complete profile of the city of Florianópolis — geography, economy, and demographics"

"What is the most popular baby name in Brazil right now and what is its CNAE equivalent for a naming consultancy?"

"Latest IBGE news and how Brazil compares to Argentina in population"

Troubleshooting IBGE Full Access — Dados Brasileiros MCP Server with LlamaIndex

Common issues when connecting IBGE Full Access — Dados Brasileiros to LlamaIndex through the Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

IBGE Full Access — Dados Brasileiros + LlamaIndex FAQ

Common questions about integrating IBGE Full Access — Dados Brasileiros MCP Server with LlamaIndex.

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query IBGE Full Access — Dados Brasileiros tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.