How many aggregate tables are available?

SIDRA contains **over 10,000 aggregate tables** spanning all IBGE surveys since the 1940s. Each table can be filtered by geographic level (Brazil, region, state, municipality), time period, and dozens of classification variables.

IBGE Censo & SIDRA — Dados Censitários MCP Server for LlamaIndex 4 tools — connect in under 2 minutes

Name: IBGE Censo & SIDRA — Dados Censitários
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 4 Tools Framework

LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add IBGE Censo & SIDRA — Dados Censitários 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 Censo & SIDRA — Dados Censitários. "
            "You have 4 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in IBGE Censo & SIDRA — Dados Censitários?"
    )
    print(response)

asyncio.run(main())

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About IBGE Censo & SIDRA — Dados Censitários MCP Server

Connect your AI agent to SIDRA — Brazil's most powerful statistical data system, maintained by IBGE since 1940.

LlamaIndex agents combine IBGE Censo & SIDRA — Dados Censitários tool responses with indexed documents for comprehensive, grounded answers. Connect 4 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

GDP & Economy — National, state, and municipal GDP data with time series
Population Census — Demographic data from the latest census with age, sex, race, education breakdowns
Employment — PNAD labor force survey data by region and sector
Inflation (IPCA) — Monthly consumer price index with product-level decomposition
Agriculture — Crop production, livestock, and agricultural census data

The IBGE Censo & SIDRA — Dados Censitários MCP Server exposes 4 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 Censo & SIDRA — Dados Censitários to LlamaIndex via MCP

Follow these steps to integrate the IBGE Censo & SIDRA — Dados Censitários 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 4 tools from IBGE Censo & SIDRA — Dados Censitários

Why Use LlamaIndex with the IBGE Censo & SIDRA — Dados Censitários MCP Server

LlamaIndex provides unique advantages when paired with IBGE Censo & SIDRA — Dados Censitários through the Model Context Protocol.

Data-first architecture: LlamaIndex agents combine IBGE Censo & SIDRA — Dados Censitários tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain IBGE Censo & SIDRA — Dados Censitários tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query IBGE Censo & SIDRA — Dados Censitários, a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what IBGE Censo & SIDRA — Dados Censitários tools were called, what data was returned, and how it influenced the final answer

IBGE Censo & SIDRA — Dados Censitários + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the IBGE Censo & SIDRA — Dados Censitários MCP Server delivers measurable value.

Hybrid search: combine IBGE Censo & SIDRA — Dados Censitários real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query IBGE Censo & SIDRA — Dados Censitários 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 Censo & SIDRA — Dados Censitários for fresh data

Analytical workflows: chain IBGE Censo & SIDRA — Dados Censitários queries with LlamaIndex's data connectors to build multi-source analytical reports

IBGE Censo & SIDRA — Dados Censitários MCP Tools for LlamaIndex (4)

These 4 tools become available when you connect IBGE Censo & SIDRA — Dados Censitários to LlamaIndex via MCP:

get_agregado_data

Example: aggregate 4714 (IPCA) variable 63 (monthly variation). Levels: N1=Brasil, N2=Região, N3=UF, N6=Município. Get census/survey data from a SIDRA aggregate table

get_agregado_metadados

Get metadata for a SIDRA aggregate

get_agregado_periodos

Get available periods for a SIDRA aggregate

list_agregados

List all SIDRA aggregate tables grouped by survey

Example Prompts for IBGE Censo & SIDRA — Dados Censitários in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with IBGE Censo & SIDRA — Dados Censitários immediately.

"What is the latest IPCA inflation rate in Brazil?"

"What is the GDP of the state of São Paulo?"

"What is the population of Brazil by macro-region?"

Troubleshooting IBGE Censo & SIDRA — Dados Censitários MCP Server with LlamaIndex

Common issues when connecting IBGE Censo & SIDRA — Dados Censitários to LlamaIndex through the Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

IBGE Censo & SIDRA — Dados Censitários + LlamaIndex FAQ

Common questions about integrating IBGE Censo & SIDRA — Dados Censitários 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 Censo & SIDRA — Dados Censitários tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.