How to Use the IBGE Full Access — Dados Brasileiros MCP in AutoGen

Q: How do I register the IBGE Full Access — Dados Brasileiros tools with AutoGen?

Install autogen-extmcp and use mcpservertools with your Vinkius connection parameters. Pass the resulting tool list to your AssistantAgent constructor to give your agents access.

Coordinate multi-agent debates in AutoGen using official Brazilian census and economic statistics.

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Connect IBGE Full Access — Dados Brasileiros MCP to AutoGen

Create your Vinkius account to connect IBGE Full Access — Dados Brasileiros to AutoGen and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup IBGE Full Access — Dados Brasileiros with AutoGen

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Perplexity

Multi-agent consensus on Brazilian demographics

`get_agregado_data` provides the statistical baseline for your debating agents. In AutoGen, a research agent can pull census metrics while an analyst agent challenges the findings using historical trends from `list_pesquisas`. This collaborative loop ensures your demographic projections are thoroughly vetted. The agents share raw metrics, point out anomalies, and reach a consensus based entirely on official IBGE statistics.

Resolve economic classifications with an MCP Server agent

`get_subclasse_cnae` helps your compliance agent verify corporate classifications during automated onboarding. The compliance agent checks the subclass while a risk agent calls `list_secoes_cnae` to evaluate sector-wide exposure. AutoGen manages the negotiation between these agents inside a GroupChat. By using this MCP Server, your agents quickly resolve classification mismatches without human intervention.

Track regional name trends with collaborative agents

`get_ranking_nomes` feeds localized cultural data to your marketing agents. One agent pulls popular names by decade, and another uses `get_nome_frequencia` to analyze specific naming trends across different Brazilian states. This multi-agent structure lets you design highly targeted regional campaigns. The agents debate which names carry the best local resonance before outputting their final marketing recommendations.

Setup guide

Set up IBGE Full Access — Dados Brasileiros MCP in AutoGen

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] package
Active Vinkius subscription with a valid endpoint token

1

Install AutoGen with MCP
Run pip install "autogen-ext[mcp]" autogen-agentchat. The MCP extension includes mcp_server_tools for stateless tool access.
2

Fetch tools from the MCP
Call mcp_server_tools(SseServerParams(url=...)) with your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Run your agent
Pass the tools to AssistantAgent and call agent.run(). The agent invokes IBGE Full Access — Dados Brasileiros tools and returns structured results.

agent.py

from autogen_ext.tools.mcp import SseServerParams, mcp_server_tools
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

tools = await mcp_server_tools(server_params)

agent = AssistantAgent(
    name="IBGE Full Access — Dados Brasileiros_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent IBGE Full Access — Dados Brasileiros data")
print(result.messages[-1].content)

Get your connection token →

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] + autogen-agentchat
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Same packages as above. McpWorkbench is ideal when your agent needs stateful sessions across multiple tool calls.
2

Use McpWorkbench as context manager
Wrap your agent in async with McpWorkbench(...) to maintain shared state and resources. The workbench manages the full MCP session lifecycle.
3

Run with workbench
Pass workbench=workbench to your agent. State is preserved across multiple tool calls within the same session.

agent.py

from autogen_ext.tools.mcp import McpWorkbench, SseServerParams
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

async with McpWorkbench(server_params) as workbench:
    agent = AssistantAgent(
        name="IBGE Full Access — Dados Brasileiros_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent IBGE Full Access — Dados Brasileiros data")
    print(result.messages[-1].content)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by IBGE. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about IBGE Full Access — Dados Brasileiros MCP in AutoGen

Install autogen-ext[mcp] and use mcp_server_tools with your Vinkius connection parameters. Pass the resulting tool list to your AssistantAgent constructor to give your agents access.

Yes, you can assign the tools to a shared agent or let multiple specialized agents call specific tools like list_estados and get_municipios_por_uf as they debate.

The McpToolAdapter handles schema conversion automatically. It maps the server's 15 tools, including get_agregado_data, into the JSON schema format that your AutoGen agents expect.

This setup supports both stdio and Streamable HTTP transports. Vinkius handles the underlying hosting, giving your agents a single, stable endpoint to query Brazilian statistical databases.

Yes, Vinkius runs the server in an isolated, ephemeral V8 container. All requests for name frequencies and CNAE codes are processed in memory and immediately destroyed, leaving no trace on external servers.

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