IBGE Serviços de Dados MCP Server for LangChainGive LangChain instant access to 8 tools to Get Agregados, Get Calendario, Get Cnae Classe, and more

Name: IBGE Serviços de Dados
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

LangChain is the leading Python framework for composable LLM applications. Connect IBGE Serviços de Dados through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

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The IBGE Serviços de Dados MCP Server for LangChain is a standout in the Data Analytics category — giving your AI agent 8 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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VS Code

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+ other MCP clients

python

import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MultiServerMCPClient({
        "ibge-servicos-de-dados": {
            "transport": "streamable_http",
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
        }
    }) as client:
        tools = client.get_tools()
        agent = create_react_agent(
            ChatOpenAI(model="gpt-4o"),
            tools,
        )
        response = await agent.ainvoke({
            "messages": [{
                "role": "user",
                "content": "Using IBGE Serviços de Dados, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

Fully ManagedVinkius Servers

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Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About IBGE Serviços de Dados MCP Server

Connect to the IBGE (Brazilian Institute of Geography and Statistics) data services and empower your AI agent with official Brazilian socio-economic and geographic data.

LangChain's ecosystem of 500+ components combines seamlessly with IBGE Serviços de Dados through native MCP adapters. Connect 8 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.

What you can do

Statistical Aggregates — Query complex data from various IBGE surveys including inflation, employment, and production metrics.
Demographics & Names — Explore the frequency of first names in Brazil based on the 2010 Census, filtered by region or gender.
Economic Classifications — Browse the CNAE (National Classification of Economic Activities) to identify business sectors and classes.
Geographic Data — Retrieve geographic names from the BNGB and fetch state-level geographic meshes for mapping.
Official News — Stay updated with the latest releases, news, and reports from the Agência IBGE Notícias.
Release Calendar — Monitor the schedule of upcoming statistical publications and survey results.

The IBGE Serviços de Dados MCP Server exposes 8 tools through the Vinkius. Connect it to LangChain in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 8 IBGE Serviços de Dados tools available for LangChain

When LangChain connects to IBGE Serviços de Dados through Vinkius, your AI agent gets direct access to every tool listed below — spanning brazil, statistics, geography, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

get

Get agregados on IBGE Serviços de Dados

Obtém o conjunto de agregados do IBGE

get

Get calendario on IBGE Serviços de Dados

Obtém o calendário de divulgações de uma pesquisa

get

Get cnae classe on IBGE Serviços de Dados

Obtém classes CNAE

get

Get malha estado on IBGE Serviços de Dados

Obtém malha geográfica de um estado

get

Get metadados on IBGE Serviços de Dados

Obtém metadados de pesquisas do IBGE

get

Get nome geografico on IBGE Serviços de Dados

Obtém um nome geográfico do BNGB

get

Get nomes frequencia on IBGE Serviços de Dados

Consulta frequência de nomes no Brasil

get

Get noticias on IBGE Serviços de Dados

Consulta notícias e releases do IBGE

Connect IBGE Serviços de Dados to LangChain via MCP

Follow these steps to wire IBGE Serviços de Dados into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save the code and run python agent.py

Explore tools

The agent discovers 8 tools from IBGE Serviços de Dados via MCP

Why Use LangChain with the IBGE Serviços de Dados MCP Server

LangChain provides unique advantages when paired with IBGE Serviços de Dados through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents. combine IBGE Serviços de Dados MCP tools with 500+ LangChain components

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

Memory and conversation persistence let agents maintain context across IBGE Serviços de Dados queries for multi-turn workflows

IBGE Serviços de Dados + LangChain Use Cases

Practical scenarios where LangChain combined with the IBGE Serviços de Dados MCP Server delivers measurable value.

RAG with live data: combine IBGE Serviços de Dados tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query IBGE Serviços de Dados, synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain IBGE Serviços de Dados tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every IBGE Serviços de Dados tool call, measure latency, and optimize your agent's performance

Example Prompts for IBGE Serviços de Dados in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with IBGE Serviços de Dados immediately.

"What is the frequency of the name 'João' in Brazil according to IBGE?"

"Show me the latest news from IBGE about the 'Censo'."

"What are the CNAE classes related to code 0111-3?"

Troubleshooting IBGE Serviços de Dados MCP Server with LangChain

Common issues when connecting IBGE Serviços de Dados to LangChain through Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

IBGE Serviços de Dados + LangChain FAQ

Common questions about integrating IBGE Serviços de Dados MCP Server with LangChain.

How does LangChain connect to MCP servers?

Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.

Which LangChain agent types work with MCP?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.