IBC-Br (Índice de Atividade Econômica do Banco Central) is a monthly GDP proxy produced by Brazil's Central Bank. It's released ~45 days after the reference month and provides earlier economic activity signals than the quarterly GDP published by IBGE.

Can I query customized long-term structural APIs directly?

Yes. This configuration enables your AI native access to over 20,000 deep SGS temporal archives covering from inflation matrices to trade balance flows continuously maintained by true financial experts.

Do I need a proprietary token issued by the Brazilian Government?

No access token required. The BCB Economia tools strictly map transparent endpoint infrastructures built via OData, keeping your usage straightforward and natively compliant without friction.

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

Name: BCB Economia — PIB, Dívida, Reservas, PIX e SGS
Availability: InStock
Author: Vinkius

ai.pydantic.dev/mcp

Built by Vinkius GDPR 7 Tools SDK

Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect BCB Economia — PIB, Dívida, Reservas, PIX e SGS through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.

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Vinkius supports streamable HTTP and SSE.

python

import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")

    agent = Agent(
        model="openai:gpt-4o",
        mcp_servers=[server],
        system_prompt=(
            "You are an assistant with access to BCB Economia — PIB, Dívida, Reservas, PIX e SGS "
            "(7 tools)."
        ),
    )

    result = await agent.run(
        "What tools are available in BCB Economia — PIB, Dívida, Reservas, PIX e SGS?"
    )
    print(result.data)

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.

Pydantic AI validates every BCB Economia — PIB, Dívida, Reservas, PIX e SGS tool response against typed schemas, catching data inconsistencies at build time. Connect 7 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.

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 Pydantic AI 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 Pydantic AI via MCP

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

Install Pydantic AI

Run pip install pydantic-ai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save to agent.py and run: python agent.py

Explore tools

The agent discovers 7 tools from BCB Economia — PIB, Dívida, Reservas, PIX e SGS with type-safe schemas

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

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

Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application

Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your BCB Economia — PIB, Dívida, Reservas, PIX e SGS integration code

Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors

Dependency injection system cleanly separates your BCB Economia — PIB, Dívida, Reservas, PIX e SGS connection logic from agent behavior for testable, maintainable code

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

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

Type-safe data pipelines: query BCB Economia — PIB, Dívida, Reservas, PIX e SGS with guaranteed response schemas, feeding validated data into downstream processing

API orchestration: chain multiple BCB Economia — PIB, Dívida, Reservas, PIX e SGS tool calls with Pydantic validation at each step to ensure data integrity end-to-end

Production monitoring: build validated alert agents that query BCB Economia — PIB, Dívida, Reservas, PIX e SGS and output structured, schema-compliant notifications

Testing and QA: use Pydantic AI's dependency injection to mock BCB Economia — PIB, Dívida, Reservas, PIX e SGS responses and write comprehensive agent tests

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

These 7 tools become available when you connect BCB Economia — PIB, Dívida, Reservas, PIX e SGS to Pydantic AI 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 Pydantic AI

Ready-to-use prompts you can give your Pydantic AI 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 Pydantic AI

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

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

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

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

How does Pydantic AI discover MCP tools?

Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.

Does Pydantic AI validate MCP tool responses?

Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.

Can I switch LLM providers without changing MCP code?

Absolutely. Pydantic AI abstracts the model layer. your BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.