BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP Server for LangChain 7 tools — connect in under 2 minutes
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.
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Vinkius supports streamable HTTP and SSE.
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())
* 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 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.
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 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.
The largest ecosystem of integrations, chains, and agents. combine BCB Economia — PIB, Dívida, Reservas, PIX e SGS 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 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.
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
Autonomous research agents: LangChain agents query BCB Economia — PIB, Dívida, Reservas, PIX e SGS, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain BCB Economia — PIB, Dívida, Reservas, PIX e SGS tools with web scrapers, databases, and calculators in a single agent run
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:
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
get_desemprego
Indicador trimestral do mercado de trabalho brasileiro. Série SGS: 24369. Obter a taxa de desemprego do Brasil (PNAD)
get_divida_pib
Indicador fundamental de sustentabilidade fiscal. Série SGS: 4513. Obter a dívida líquida do setor público como % do PIB
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
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
get_reservas
Fundamental para avaliação da capacidade do país de honrar compromissos externos. Série SGS: 3546. Obter as reservas internacionais do Brasil em USD
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.
"Give me a Brazil economic overview: GDP, debt, reserves, and unemployment"
"Retrieve the latest PIX payment statistics."
"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.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersBCB 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.
How does LangChain connect to MCP servers?
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?
Can I trace MCP tool calls in LangSmith?
Connect BCB Economia — PIB, Dívida, Reservas, PIX e SGS with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
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.
