What is the difference between IPCA and IGP-M?

IPCA measures consumer prices (retail) for families with 1-40 minimum wages and is the official inflation target. IGP-M includes wholesale (60% IPA), consumer (30% IPC) and construction (10% INCC) prices, making it more volatile. IGP-M is used to adjust rents and contracts.

Are Focus expectations updated regularly?

Yes. Market macroeconomic estimates are extracted fresh and synced weekly, mirroring the Monday morning official issues.

Why should I use the INPC metric?

INPC restricts the coverage to households earning 1 to 5 minimum wages. It is predominantly requested by HR analysts when updating labor union contracts or social benefits bounds.

BCB Inflação — IPCA, IGP-M, INPC e Expectativas MCP Server for Pydantic AI 5 tools — connect in under 2 minutes

Name: BCB Inflação — IPCA, IGP-M, INPC e Expectativas
Availability: InStock
Author: Vinkius

ai.pydantic.dev/mcp

Built by Vinkius GDPR 5 Tools SDK

Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect BCB Inflação — IPCA, IGP-M, INPC e Expectativas 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 Inflação — IPCA, IGP-M, INPC e Expectativas "
            "(5 tools)."
        ),
    )

    result = await agent.run(
        "What tools are available in BCB Inflação — IPCA, IGP-M, INPC e Expectativas?"
    )
    print(result.data)

asyncio.run(main())

BCB Inflação — IPCA, IGP-M, INPC e Expectativas

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About BCB Inflação — IPCA, IGP-M, INPC e Expectativas MCP Server

Brazilian inflation data.

Pydantic AI validates every BCB Inflação — IPCA, IGP-M, INPC e Expectativas tool response against typed schemas, catching data inconsistencies at build time. Connect 5 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.

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 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 Inflação — IPCA, IGP-M, INPC e Expectativas to Pydantic AI via MCP

Follow these steps to integrate the BCB Inflação — IPCA, IGP-M, INPC e Expectativas 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 5 tools from BCB Inflação — IPCA, IGP-M, INPC e Expectativas with type-safe schemas

Why Use Pydantic AI with the BCB Inflação — IPCA, IGP-M, INPC e Expectativas MCP Server

Pydantic AI provides unique advantages when paired with BCB Inflação — IPCA, IGP-M, INPC e Expectativas 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 Inflação — IPCA, IGP-M, INPC e Expectativas 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 Inflação — IPCA, IGP-M, INPC e Expectativas connection logic from agent behavior for testable, maintainable code

BCB Inflação — IPCA, IGP-M, INPC e Expectativas + Pydantic AI Use Cases

Practical scenarios where Pydantic AI combined with the BCB Inflação — IPCA, IGP-M, INPC e Expectativas MCP Server delivers measurable value.

Type-safe data pipelines: query BCB Inflação — IPCA, IGP-M, INPC e Expectativas with guaranteed response schemas, feeding validated data into downstream processing

API orchestration: chain multiple BCB Inflação — IPCA, IGP-M, INPC e Expectativas tool calls with Pydantic validation at each step to ensure data integrity end-to-end

Production monitoring: build validated alert agents that query BCB Inflação — IPCA, IGP-M, INPC e Expectativas and output structured, schema-compliant notifications

Testing and QA: use Pydantic AI's dependency injection to mock BCB Inflação — IPCA, IGP-M, INPC e Expectativas responses and write comprehensive agent tests

BCB Inflação — IPCA, IGP-M, INPC e Expectativas MCP Tools for Pydantic AI (5)

These 5 tools become available when you connect BCB Inflação — IPCA, IGP-M, INPC e Expectativas to Pydantic AI 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 Pydantic AI

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

Common issues when connecting BCB Inflação — IPCA, IGP-M, INPC e Expectativas to Pydantic AI through the Vinkius, and how to resolve them.

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

BCB Inflação — IPCA, IGP-M, INPC e Expectativas + Pydantic AI FAQ

Common questions about integrating BCB Inflação — IPCA, IGP-M, INPC e Expectativas 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 Inflação — IPCA, IGP-M, INPC e Expectativas MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.