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 CrewAI 4 tools — connect in under 2 minutes

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

docs.crewai.com/mcp/overview

Built by Vinkius GDPR 4 Tools Framework

Connect your CrewAI agents to IBGE Censo & SIDRA — Dados Censitários through Vinkius, pass the Edge URL in the `mcps` parameter and every IBGE Censo & SIDRA — Dados Censitários tool is auto-discovered at runtime. No credentials to manage, no infrastructure to maintain.

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python

from crewai import Agent, Task, Crew

agent = Agent(
    role="IBGE Censo & SIDRA — Dados Censitários Specialist",
    goal="Help users interact with IBGE Censo & SIDRA — Dados Censitários effectively",
    backstory=(
        "You are an expert at leveraging IBGE Censo & SIDRA — Dados Censitários tools "
        "for automation and data analysis."
    ),
    # Your Vinkius token. get it at cloud.vinkius.com
    mcps=["https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"],
)

task = Task(
    description=(
        "Explore all available tools in IBGE Censo & SIDRA — Dados Censitários "
        "and summarize their capabilities."
    ),
    agent=agent,
    expected_output=(
        "A detailed summary of 4 available tools "
        "and what they can do."
    ),
)

crew = Crew(agents=[agent], tasks=[task])
result = crew.kickoff()
print(result)

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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.

When paired with CrewAI, IBGE Censo & SIDRA — Dados Censitários becomes a first-class tool in your multi-agent workflows. Each agent in the crew can call IBGE Censo & SIDRA — Dados Censitários tools autonomously, one agent queries data, another analyzes results, a third compiles reports, all orchestrated through Vinkius with zero configuration overhead.

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 CrewAI 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 CrewAI via MCP

Follow these steps to integrate the IBGE Censo & SIDRA — Dados Censitários MCP Server with CrewAI.

Install CrewAI

Run pip install crewai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Customize the agent

Adjust the role, goal, and backstory to fit your use case

Run the crew

Run python crew.py. CrewAI auto-discovers 4 tools from IBGE Censo & SIDRA — Dados Censitários

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

CrewAI Multi-Agent Orchestration Framework provides unique advantages when paired with IBGE Censo & SIDRA — Dados Censitários through the Model Context Protocol.

Multi-agent collaboration lets you decompose complex workflows into specialized roles, one agent researches, another analyzes, a third generates reports, each with access to MCP tools

CrewAI's native MCP integration requires zero adapter code: pass Vinkius Edge URL directly in the `mcps` parameter and agents auto-discover every available tool at runtime

Built-in task delegation and shared memory mean agents can pass context between steps without manual state management, enabling multi-hop reasoning across tool calls

Sequential and hierarchical crew patterns map naturally to real-world workflows: enumerate subdomains → analyze DNS history → check WHOIS records → compile findings into actionable reports

IBGE Censo & SIDRA — Dados Censitários + CrewAI Use Cases

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

Automated multi-step research: a reconnaissance agent queries IBGE Censo & SIDRA — Dados Censitários for raw data, then a second analyst agent cross-references findings and flags anomalies. all without human handoff

Scheduled intelligence reports: set up a crew that periodically queries IBGE Censo & SIDRA — Dados Censitários, analyzes trends over time, and generates executive briefings in markdown or PDF format

Multi-source enrichment pipelines: chain IBGE Censo & SIDRA — Dados Censitários tools with other MCP servers in the same crew, letting agents correlate data across multiple providers in a single workflow

Compliance and audit automation: a compliance agent queries IBGE Censo & SIDRA — Dados Censitários against predefined policy rules, generates deviation reports, and routes findings to the appropriate team

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

These 4 tools become available when you connect IBGE Censo & SIDRA — Dados Censitários to CrewAI 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 CrewAI

Ready-to-use prompts you can give your CrewAI 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 CrewAI

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

MCP tools not discovered

Ensure the Edge URL is correct. CrewAI connects lazily when the crew starts. check console output.

Agent not using tools

Make the task description specific. Instead of "do something", say "Use the available tools to list contacts".

Timeout errors

CrewAI has a 10s connection timeout by default. Ensure your network can reach the Edge URL.

Rate limiting or 429 errors

Vinkius enforces per-token rate limits. Check your subscription tier and request quota in the dashboard. Upgrade if you need higher throughput.

IBGE Censo & SIDRA — Dados Censitários + CrewAI FAQ

Common questions about integrating IBGE Censo & SIDRA — Dados Censitários MCP Server with CrewAI.

How does CrewAI discover and connect to MCP tools?

CrewAI connects to MCP servers lazily. when the crew starts, each agent resolves its MCP URLs and fetches the tool catalog via the standard tools/list method. This means tools are always fresh and reflect the server's current capabilities. No tool schemas need to be hardcoded.

Can different agents in the same crew use different MCP servers?

Yes. Each agent has its own mcps list, so you can assign specific servers to specific roles. For example, a reconnaissance agent might use a domain intelligence server while an analysis agent uses a vulnerability database server.

What happens when an MCP tool call fails during a crew run?

CrewAI wraps tool failures as context for the agent. The LLM receives the error message and can decide to retry with different parameters, fall back to a different tool, or mark the task as partially complete. This resilience is critical for production workflows.

Can CrewAI agents call multiple MCP tools in parallel?

CrewAI agents execute tool calls sequentially within a single reasoning step. However, you can run multiple agents in parallel using process=Process.parallel, each calling different MCP tools concurrently. This is ideal for workflows where separate data sources need to be queried simultaneously.

Can I run CrewAI crews on a schedule (cron)?

Yes. CrewAI crews are standard Python scripts, so you can invoke them via cron, Airflow, Celery, or any task scheduler. The crew.kickoff() method runs synchronously by default, making it straightforward to integrate into existing pipelines.