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

Built by Vinkius GDPR 5 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect BCB Inflação — IPCA, IGP-M, INPC e Expectativas through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

Vinkius supports streamable HTTP and SSE.

python
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-inflacao-ipca-igp-m-inpc-e-expectativas": {
            "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 Inflação — IPCA, IGP-M, INPC e Expectativas, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

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.

LangChain's ecosystem of 500+ components combines seamlessly with BCB Inflação — IPCA, IGP-M, INPC e Expectativas through native MCP adapters. Connect 5 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.

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

Follow these steps to integrate the BCB Inflação — IPCA, IGP-M, INPC e Expectativas MCP Server with LangChain.

01

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

03

Run the agent

Save the code and run python agent.py

04

Explore tools

The agent discovers 5 tools from BCB Inflação — IPCA, IGP-M, INPC e Expectativas via MCP

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

LangChain provides unique advantages when paired with BCB Inflação — IPCA, IGP-M, INPC e Expectativas through the Model Context Protocol.

01

The largest ecosystem of integrations, chains, and agents. combine BCB Inflação — IPCA, IGP-M, INPC e Expectativas MCP tools with 500+ LangChain components

02

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

03

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

04

Memory and conversation persistence let agents maintain context across BCB Inflação — IPCA, IGP-M, INPC e Expectativas queries for multi-turn workflows

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

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

01

RAG with live data: combine BCB Inflação — IPCA, IGP-M, INPC e Expectativas tool results with vector store retrievals for answers grounded in both real-time and historical data

02

Autonomous research agents: LangChain agents query BCB Inflação — IPCA, IGP-M, INPC e Expectativas, synthesize findings, and generate comprehensive research reports

03

Multi-tool orchestration: chain BCB Inflação — IPCA, IGP-M, INPC e Expectativas tools with web scrapers, databases, and calculators in a single agent run

04

Production monitoring: use LangSmith to trace every BCB Inflação — IPCA, IGP-M, INPC e Expectativas tool call, measure latency, and optimize your agent's performance

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

These 5 tools become available when you connect BCB Inflação — IPCA, IGP-M, INPC e Expectativas to LangChain via MCP:

01

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)

02

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

03

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

04

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

05

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 LangChain

Ready-to-use prompts you can give your LangChain agent to start working with BCB Inflação — IPCA, IGP-M, INPC e Expectativas immediately.

01

"What is the current inflation rate in Brazil?"

02

"What does the Focus market summary expect for the next IPCA?"

03

"Track the IGP-M accumulated value this month."

Troubleshooting BCB Inflação — IPCA, IGP-M, INPC e Expectativas MCP Server with LangChain

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

01

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

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

Common questions about integrating BCB Inflação — IPCA, IGP-M, INPC e Expectativas MCP Server with LangChain.

01

How does LangChain connect to MCP servers?

Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.
02

Which LangChain agent types work with MCP?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.
03

Can I trace MCP tool calls in LangSmith?

Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.

Connect BCB Inflação — IPCA, IGP-M, INPC e Expectativas to LangChain

Get your token, paste the configuration, and start using 5 tools in under 2 minutes. No API key management needed.