Compatible with every major AI agent and IDE
What is the IBGE Agregados (SIDRA) MCP Server?
Connect to the IBGE SIDRA (System for Automatic Recovery) database and explore Brazil's official statistical aggregates through natural language. This server provides a direct interface to the most comprehensive source of Brazilian demographic and economic data.
What you can do
- Survey Discovery — List and filter IBGE aggregates (tables) by subject, period, or classification to find exactly the data you need.
- Metadata Inspection — Retrieve detailed metadata for specific tables to understand the context and methodology of the data.
- Variable Analysis — Identify all available variables within an aggregate to prepare precise data queries.
- Temporal Coverage — Check available time periods for any survey to build historical series or snapshots.
- Geographic Granularity — Discover which territorial levels (National, State, City, etc.) are available for specific datasets.
How it works
- Subscribe to this server
- No complex API keys are required for this public data service
- Start querying Brazilian statistics directly from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Data Scientists & Analysts — quickly locate specific tables and variables for economic or social modeling.
- Researchers & Academics — access official census and survey metadata without navigating complex web portals.
- Developers — integrate official Brazilian statistics into applications with ease.
Built-in capabilities (5)
Get available geographic levels for an aggregate
Get metadata for a specific aggregate
Get available time periods for an aggregate
Get variables for a specific aggregate
Allows multidimensional filtering. List IBGE aggregates (surveys/tables)
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with IBGE Agregados (SIDRA) 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 IBGE Agregados (SIDRA) 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 IBGE Agregados (SIDRA) queries for multi-turn workflows
IBGE Agregados (SIDRA) in LangChain
IBGE Agregados (SIDRA) and 4,000+ other MCP servers. One platform. One governance layer.
Teams that connect IBGE Agregados (SIDRA) to LangChain through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 4,000+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for IBGE Agregados (SIDRA) in LangChain
The IBGE Agregados (SIDRA) 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. All 5 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in LangChain only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.

* 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
How Vinkius secures
IBGE Agregados (SIDRA) for LangChain
Every tool call from LangChain to the IBGE Agregados (SIDRA) MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
How can I find specific surveys related to a topic like 'Employment'?
Use the list_agregados tool and provide a keyword in the assunto parameter. The agent will return a list of all relevant aggregate tables and their IDs.
Can I see which years or months are available for a specific table ID?
Yes! By using the get_periodos tool with the specific Aggregate ID, you can retrieve all available time intervals for that dataset.
How do I know if a table has data at the city level (municípios)?
Run the get_localidades tool for the target Aggregate ID. It will list all supported geographic levels, such as 'Brasil', 'Unidade da Federação', or 'Município'.
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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