Bring Inflation Data
to LangChain
Create your Vinkius account to connect BCB Inflação — IPCA, IGP-M, INPC e Expectativas to LangChain and start using all 5 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the BCB Inflação — IPCA, IGP-M, INPC e Expectativas MCP Server?
Brazilian inflation data.
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
Built-in capabilities (5)
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)
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
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
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
Muito acompanhado pelo mercado como antecipação do IPCA. Série SGS: 7478. Obter o IPCA-15 — prévia da inflação oficial
Why LangChain?
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.
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The largest ecosystem of integrations, chains, and agents. combine BCB Inflação — IPCA, IGP-M, INPC e Expectativas MCP tools with 500+ LangChain components
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Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
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LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
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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 in LangChain
Why run BCB Inflação — IPCA, IGP-M, INPC e Expectativas with Vinkius?
The BCB Inflação — IPCA, IGP-M, INPC e Expectativas connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 5 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect BCB Inflação — IPCA, IGP-M, INPC e Expectativas using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
BCB Inflação — IPCA, IGP-M, INPC e Expectativas and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect BCB Inflação — IPCA, IGP-M, INPC e Expectativas to LangChain through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
BCB Inflação — IPCA, IGP-M, INPC e Expectativas for LangChain
Every request between LangChain and BCB Inflação — IPCA, IGP-M, INPC e Expectativas is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
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.
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.
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.
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.
MultiServerMCPClient not found
Install: pip install langchain-mcp-adapters
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