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BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP Server for LangChain 7 tools — connect in under 2 minutes

Built by Vinkius GDPR 7 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect BCB Economia — PIB, Dívida, Reservas, PIX e SGS through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

Vinkius supports streamable HTTP and SSE.

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({
        "bcb-economia-pib-divida-reservas-pix-e-sgs": {
            "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 BCB Economia — PIB, Dívida, Reservas, PIX e SGS, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())
BCB Economia — PIB, Dívida, Reservas, PIX e SGS
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About BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP Server

Brazilian economic data.

LangChain's ecosystem of 500+ components combines seamlessly with BCB Economia — PIB, Dívida, Reservas, PIX e SGS through native MCP adapters. Connect 7 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.

7 Tools

  • GDP — Monthly IBC-Br proxy
  • Debt/GDP — Public sector debt ratio
  • Reserves — International reserves (USD)
  • Trade Balance — Exports minus imports
  • Unemployment — PNAD rate
  • PIX — Instant payment statistics
  • SGS — Any of 20,000+ time series

The BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP Server exposes 7 tools through the Vinkius. Connect it to LangChain 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 BCB Economia — PIB, Dívida, Reservas, PIX e SGS to LangChain via MCP

Follow these steps to integrate the BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP Server with LangChain.

01

Install dependencies

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

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

03

Run the agent

Save the code and run python agent.py

04

Explore tools

The agent discovers 7 tools from BCB Economia — PIB, Dívida, Reservas, PIX e SGS via MCP

Why Use LangChain with the BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP Server

LangChain provides unique advantages when paired with BCB Economia — PIB, Dívida, Reservas, PIX e SGS through the Model Context Protocol.

01

The largest ecosystem of integrations, chains, and agents. combine BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP tools with 500+ LangChain components

02

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

03

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

04

Memory and conversation persistence let agents maintain context across BCB Economia — PIB, Dívida, Reservas, PIX e SGS queries for multi-turn workflows

BCB Economia — PIB, Dívida, Reservas, PIX e SGS + LangChain Use Cases

Practical scenarios where LangChain combined with the BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP Server delivers measurable value.

01

RAG with live data: combine BCB Economia — PIB, Dívida, Reservas, PIX e SGS tool results with vector store retrievals for answers grounded in both real-time and historical data

02

Autonomous research agents: LangChain agents query BCB Economia — PIB, Dívida, Reservas, PIX e SGS, synthesize findings, and generate comprehensive research reports

03

Multi-tool orchestration: chain BCB Economia — PIB, Dívida, Reservas, PIX e SGS tools with web scrapers, databases, and calculators in a single agent run

04

Production monitoring: use LangSmith to trace every BCB Economia — PIB, Dívida, Reservas, PIX e SGS tool call, measure latency, and optimize your agent's performance

BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP Tools for LangChain (7)

These 7 tools become available when you connect BCB Economia — PIB, Dívida, Reservas, PIX e SGS to LangChain via MCP:

01

get_balanca_comercial

O Brasil é um grande exportador de commodities agrícolas, minério e petróleo. Série SGS: 22707. Obter o saldo da balança comercial brasileira

02

get_desemprego

Indicador trimestral do mercado de trabalho brasileiro. Série SGS: 24369. Obter a taxa de desemprego do Brasil (PNAD)

03

get_divida_pib

Indicador fundamental de sustentabilidade fiscal. Série SGS: 4513. Obter a dívida líquida do setor público como % do PIB

04

get_pib

Este é o indicador IBC-Br (Índice de Atividade Econômica do Banco Central), uma proxy mensal do PIB. Série SGS: 4380. Obter o PIB mensal do Brasil — variação percentual

05

get_pix_estatisticas

O PIX é o sistema de pagamentos instantâneos do Brasil, operado pelo BCB. Lançado em novembro de 2020, já é o meio de pagamento mais usado no país. Obter estatísticas do PIX — volume e quantidade de transações

06

get_reservas

Fundamental para avaliação da capacidade do país de honrar compromissos externos. Série SGS: 3546. Obter as reservas internacionais do Brasil em USD

07

get_serie_bcb

000+ séries do Sistema Gerenciador de Séries Temporais (SGS). Pesquise códigos em bcb.gov.br/estabilidadefinanceira/seriestemporais. Exemplos: 11 (Selic), 433 (IPCA), 1 (Dólar). Consultar qualquer série temporal do BCB pelo código SGS

Example Prompts for BCB Economia — PIB, Dívida, Reservas, PIX e SGS in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with BCB Economia — PIB, Dívida, Reservas, PIX e SGS immediately.

01

"Give me a Brazil economic overview: GDP, debt, reserves, and unemployment"

02

"Retrieve the latest PIX payment statistics."

03

"Get the historical series code 432 representing interest rates."

Troubleshooting BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP Server with LangChain

Common issues when connecting BCB Economia — PIB, Dívida, Reservas, PIX e SGS to LangChain through the Vinkius, and how to resolve them.

01

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

BCB Economia — PIB, Dívida, Reservas, PIX e SGS + LangChain FAQ

Common questions about integrating BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP Server with LangChain.

01

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.
02

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.
03

Can I trace MCP tool calls in LangSmith?

Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.

Connect BCB Economia — PIB, Dívida, Reservas, PIX e SGS to LangChain

Get your token, paste the configuration, and start using 7 tools in under 2 minutes. No API key management needed.