BCB Inflação — IPCA, IGP-M, INPC e Expectativas MCP Server for LlamaIndex 5 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add BCB Inflação — IPCA, IGP-M, INPC e Expectativas 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 Inflação — IPCA, IGP-M, INPC e Expectativas. "
"You have 5 tools available."
),
)
response = await agent.run(
"What tools are available in BCB Inflação — IPCA, IGP-M, INPC e Expectativas?"
)
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 Inflação — IPCA, IGP-M, INPC e Expectativas MCP Server
Brazilian inflation data.
LlamaIndex agents combine BCB Inflação — IPCA, IGP-M, INPC e Expectativas tool responses with indexed documents for comprehensive, grounded answers. Connect 5 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.
5 Tools
- IPCA — Official consumer price index
- IPCA-15 — Advance inflation reading
- IGP-M — General price index (rent benchmark)
- INPC — Consumer price index (wages)
- Focus Expectations — Market forecasts
The BCB Inflação — IPCA, IGP-M, INPC e Expectativas MCP Server exposes 5 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 Inflação — IPCA, IGP-M, INPC e Expectativas to LlamaIndex via MCP
Follow these steps to integrate the BCB Inflação — IPCA, IGP-M, INPC e Expectativas 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 5 tools from BCB Inflação — IPCA, IGP-M, INPC e Expectativas
Why Use LlamaIndex with the BCB Inflação — IPCA, IGP-M, INPC e Expectativas MCP Server
LlamaIndex provides unique advantages when paired with BCB Inflação — IPCA, IGP-M, INPC e Expectativas through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine BCB Inflação — IPCA, IGP-M, INPC e Expectativas tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain BCB Inflação — IPCA, IGP-M, INPC e Expectativas tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query BCB Inflação — IPCA, IGP-M, INPC e Expectativas, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what BCB Inflação — IPCA, IGP-M, INPC e Expectativas tools were called, what data was returned, and how it influenced the final answer
BCB Inflação — IPCA, IGP-M, INPC e Expectativas + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the BCB Inflação — IPCA, IGP-M, INPC e Expectativas MCP Server delivers measurable value.
Hybrid search: combine BCB Inflação — IPCA, IGP-M, INPC e Expectativas real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query BCB Inflação — IPCA, IGP-M, INPC e Expectativas 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 Inflação — IPCA, IGP-M, INPC e Expectativas for fresh data
Analytical workflows: chain BCB Inflação — IPCA, IGP-M, INPC e Expectativas queries with LlamaIndex's data connectors to build multi-source analytical reports
BCB Inflação — IPCA, IGP-M, INPC e Expectativas MCP Tools for LlamaIndex (5)
These 5 tools become available when you connect BCB Inflação — IPCA, IGP-M, INPC e Expectativas to LlamaIndex via MCP:
get_expectativas_inflacao
Filtre por indicador: IPCA, IGP-DI, IGP-M. Inclui mediana, média, mínimo, máximo e desvio padrão. Obter as expectativas do mercado para a inflação (Relatório Focus)
get_igpm
Usado como indexador de aluguéis e contratos. Composição: 60% IPA (atacado) + 30% IPC (consumo) + 10% INCC (construção). Série SGS: 189. Obter o IGP-M — Índice Geral de Preços - Mercado
get_inpc
Mede a inflação para famílias com renda de 1 a 5 salários mínimos. Usado como referência para reajustes salariais e do salário mínimo. Série SGS: 188. Obter o INPC — Índice Nacional de Preços ao Consumidor
get_ipca
Usado como meta de inflação pelo BCB. Mede a variação de preços de uma cesta de consumo para famílias com renda de 1 a 40 salários mínimos. Série SGS: 433. Obter o IPCA — Índice Nacional de Preços ao Consumidor Amplo
get_ipca15
Muito acompanhado pelo mercado como antecipação do IPCA. Série SGS: 7478. Obter o IPCA-15 — prévia da inflação oficial
Example Prompts for BCB Inflação — IPCA, IGP-M, INPC e Expectativas in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with BCB Inflação — IPCA, IGP-M, INPC e Expectativas immediately.
"What is the current inflation rate in Brazil?"
"What does the Focus market summary expect for the next IPCA?"
"Track the IGP-M accumulated value this month."
Troubleshooting BCB Inflação — IPCA, IGP-M, INPC e Expectativas MCP Server with LlamaIndex
Common issues when connecting BCB Inflação — IPCA, IGP-M, INPC e Expectativas to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpBCB Inflação — IPCA, IGP-M, INPC e Expectativas + LlamaIndex FAQ
Common questions about integrating BCB Inflação — IPCA, IGP-M, INPC e Expectativas 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 Inflação — IPCA, IGP-M, INPC e Expectativas to LlamaIndex
Get your token, paste the configuration, and start using 5 tools in under 2 minutes. No API key management needed.