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Indicadores econômicos e sociais

ibge_indicadores
Read-onlyIdempotent

Queries IBGE economic and social indicators.

Available indicators:

Economic:

  • pib: GDP at current prices

  • pib_variacao: GDP variation (%)

  • pib_per_capita: GDP per capita

  • industria: Industrial production

  • comercio: Retail sales

  • servicos: Services volume

Prices:

  • ipca: Monthly IPCA

  • ipca_acumulado: 12-month IPCA

  • inpc: Monthly INPC

Labor:

  • desemprego: Unemployment rate

  • ocupacao: Employed people

  • rendimento: Average income

  • informalidade: Informality rate

Population:

  • populacao: Population estimate

  • densidade: Population density

Examples:

  • GDP: indicador="pib"

  • IPCA last 12 months: indicador="ipca", periodos="last 12"

  • Unemployment by state: indicador="desemprego", nivel_territorial="3"

  • List indicators: indicador="listar"

Statistics mode: for largest/smallest/mean/median/distribution/ranking questions ("which state has the highest unemployment?", "median GDP per capita across states") use estatisticas=true — full distribution + top/bottom over ALL rows before truncation; agruparPor="" (e.g. "Unidade da Federação", "Trimestre") ranks groups by descending sum. In this mode campos/formato are ignored and registros comes empty.

Use a different tool when:

  • Comparing/ranking localities → ibge_comparar

  • Census themes → ibge_censo

  • One municipality's panel → ibge_cidades

Behavior: read-only and idempotent — a live GET against the public IBGE SIDRA API. Returns Markdown plus a typed structuredContent payload.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
topNNoTamanho das listas top/bottom quando estatisticas=true sem agruparPor (padrão: 10, máx: 100)
camposNoSelecionar apenas algumas colunas por rótulo, separadas por vírgula (ex: 'Valor,Ano'). Reduz o volume da resposta.
formatoNoFormato de saídatabela
periodosNoPeríodos (ex: '2023', 'last', 'last 4')last
categoriaNoFiltrar por categoria de indicadores
indicadorNoNome do indicador (ex: "pib", "ipca", "desemprego", "populacao"). Use "listar" para ver todos os indicadores disponíveis.
agruparPorNoCom estatisticas=true, agrupa pela coluna informada (rótulo, ex: 'Unidade da Federação', 'Ano') e ranqueia os grupos por soma decrescente (grupos[0] = maior total), cada grupo com sua mini-distribuição
localidadesNoCódigos das localidades ou 'all'all
estatisticasNoComputa estatísticas (mínimo/máximo/média/mediana/desvio-padrão/percentis) sobre TODOS os registros da consulta, antes da paginação, + ranking top/bottom. Use para 'qual o maior/menor', 'média', 'mediana', 'distribuição', 'ranking'. Quando true, ignora pagina, campos e formato
nivel_territorialNoNível territorial (código N): 1=Brasil, 2=Região, 3=UF1

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
nomeNoNome do indicador
tabelaNoTabela SIDRA de origem
colunasYesRótulos das colunas, na ordem
indicadorNoChave do indicador consultado
registrosYesRegistros: cada um mapeia rótulo da coluna -> valor
provenanceYesBloco de proveniência (contrato v1.0): fonte, URL, período, extração e licença
attributionYesURLs canônicas das fontes desta resposta (lista de atribuição)
estatisticasNoBloco estatístico presente quando estatisticas=true (registros vem vazio nesse modo)
totalRegistrosYesTotal de registros de dados

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A5/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare read-only, idempotent, non-destructive behavior, and the description adds beyond that: it states the implementation is a live GET against the public IBGE SIDRA API, returns Markdown plus structuredContent, and discloses that in statistics mode campos/formato are ignored and registros comes empty. No contradiction with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is long but every block earns its place: a front-loaded purpose sentence, grouped indicator catalog, compact examples, statistics-mode rules, sibling routing, and a one-line behavior note. Markdown headings and bullet lists make it skimmable rather than a wall of text.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 10-parameter, 0-required tool with an output schema, the description is complete: indicator vocabulary, statistics/grouping semantics, exclusions in stats mode, alternatives, and API/response behavior are all covered. The remaining parameters (localidades, categoria, topN) are adequately documented in the schema, so nothing needed for correct invocation is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 100% schema description coverage, the baseline is 3, but the description adds substantial value: it enumerates valid indicador values with meanings, clarifies estatisticas=true semantics (full distribution, top/bottom over all rows before truncation), explains agruparPor ranking behavior, and illustrates periodos and nivel_territorial usage. This is exactly the kind of semantic information an agent needs beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Opens with a specific verb and object — 'Queries IBGE economic and social indicators' — then names all available indicators grouped by category. The 'Use a different tool when' section explicitly contrasts ibge_comparar, ibge_censo, and ibge_cidades, so an agent can discriminate it from siblings.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides explicit routing guidance: use a different tool for locality comparison, census themes, or single-municipality panels. It also gives concrete parameter examples (indicador, periodos, nivel_territorial, estatisticas) and a clear condition for statistics mode, leaving no ambiguity about when this tool is appropriate.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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