IBGE Agregados (SIDRA) MCP Server for LlamaIndexGive LlamaIndex instant access to 5 tools to Get Localidades, Get Metadados, Get Periodos, and more

Name: IBGE Agregados (SIDRA)
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

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LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add IBGE Agregados (SIDRA) 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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The IBGE Agregados (SIDRA) MCP Server for LlamaIndex is a standout in the Data Analytics category — giving your AI agent 5 tools to work with, ready to go from day one.

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python

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 IBGE Agregados (SIDRA). "
            "You have 5 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in IBGE Agregados (SIDRA)?"
    )
    print(response)

asyncio.run(main())

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About 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.

LlamaIndex agents combine IBGE Agregados (SIDRA) 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.

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.

The IBGE Agregados (SIDRA) MCP Server exposes 5 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 5 IBGE Agregados (SIDRA) tools available for LlamaIndex

When LlamaIndex connects to IBGE Agregados (SIDRA) through Vinkius, your AI agent gets direct access to every tool listed below — spanning brazil, demographics, statistics, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

get

Get localidades on IBGE Agregados (SIDRA)

Get available geographic levels for an aggregate

get

Get metadados on IBGE Agregados (SIDRA)

Get metadata for a specific aggregate

get

Get periodos on IBGE Agregados (SIDRA)

Get available time periods for an aggregate

get

Get variaveis on IBGE Agregados (SIDRA)

Get variables for a specific aggregate

list

List agregados on IBGE Agregados (SIDRA)

Allows multidimensional filtering. List IBGE aggregates (surveys/tables)

Connect IBGE Agregados (SIDRA) to LlamaIndex via MCP

Follow these steps to wire IBGE Agregados (SIDRA) into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

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 IBGE Agregados (SIDRA)

Why Use LlamaIndex with the IBGE Agregados (SIDRA) MCP Server

LlamaIndex provides unique advantages when paired with IBGE Agregados (SIDRA) through the Model Context Protocol.

Data-first architecture: LlamaIndex agents combine IBGE Agregados (SIDRA) tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain IBGE Agregados (SIDRA) tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query IBGE Agregados (SIDRA), a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what IBGE Agregados (SIDRA) tools were called, what data was returned, and how it influenced the final answer

IBGE Agregados (SIDRA) + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the IBGE Agregados (SIDRA) MCP Server delivers measurable value.

Hybrid search: combine IBGE Agregados (SIDRA) real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query IBGE Agregados (SIDRA) 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 IBGE Agregados (SIDRA) for fresh data

Analytical workflows: chain IBGE Agregados (SIDRA) queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for IBGE Agregados (SIDRA) in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with IBGE Agregados (SIDRA) immediately.

"List all IBGE aggregates related to 'PIB' (GDP)."

"What variables are available for aggregate 1737?"

"Show me the available geographic levels for aggregate 5932."

Troubleshooting IBGE Agregados (SIDRA) MCP Server with LlamaIndex

Common issues when connecting IBGE Agregados (SIDRA) to LlamaIndex through Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

IBGE Agregados (SIDRA) + LlamaIndex FAQ

Common questions about integrating IBGE Agregados (SIDRA) MCP Server with LlamaIndex.

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query IBGE Agregados (SIDRA) tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.