BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP Server for LlamaIndex 7 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add BCB Economia — PIB, Dívida, Reservas, PIX e SGS as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to BCB Economia — PIB, Dívida, Reservas, PIX e SGS. "
"You have 7 tools available."
),
)
response = await agent.run(
"What tools are available in BCB Economia — PIB, Dívida, Reservas, PIX e SGS?"
)
print(response)
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.
LlamaIndex agents combine BCB Economia — PIB, Dívida, Reservas, PIX e SGS tool responses with indexed documents for comprehensive, grounded answers. Connect 7 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.
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 LlamaIndex 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 LlamaIndex via MCP
Follow these steps to integrate the BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
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
Why Use LlamaIndex with the BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP Server
LlamaIndex provides unique advantages when paired with BCB Economia — PIB, Dívida, Reservas, PIX e SGS through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine BCB Economia — PIB, Dívida, Reservas, PIX e SGS tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain BCB Economia — PIB, Dívida, Reservas, PIX e SGS tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query BCB Economia — PIB, Dívida, Reservas, PIX e SGS, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what BCB Economia — PIB, Dívida, Reservas, PIX e SGS tools were called, what data was returned, and how it influenced the final answer
BCB Economia — PIB, Dívida, Reservas, PIX e SGS + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP Server delivers measurable value.
Hybrid search: combine BCB Economia — PIB, Dívida, Reservas, PIX e SGS real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query BCB Economia — PIB, Dívida, Reservas, PIX e SGS to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying BCB Economia — PIB, Dívida, Reservas, PIX e SGS for fresh data
Analytical workflows: chain BCB Economia — PIB, Dívida, Reservas, PIX e SGS queries with LlamaIndex's data connectors to build multi-source analytical reports
BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP Tools for LlamaIndex (7)
These 7 tools become available when you connect BCB Economia — PIB, Dívida, Reservas, PIX e SGS to LlamaIndex 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 LlamaIndex
Ready-to-use prompts you can give your LlamaIndex 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 LlamaIndex
Common issues when connecting BCB Economia — PIB, Dívida, Reservas, PIX e SGS to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpBCB Economia — PIB, Dívida, Reservas, PIX e SGS + LlamaIndex FAQ
Common questions about integrating BCB Economia — PIB, Dívida, Reservas, PIX e SGS MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
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Connect BCB Economia — PIB, Dívida, Reservas, PIX e SGS to LlamaIndex
Get your token, paste the configuration, and start using 7 tools in under 2 minutes. No API key management needed.