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Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

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Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{
  "listChanged": true
}
prompts
{
  "listChanged": true
}
resources
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
ibge_estadosA

Lists all Brazilian states from IBGE.

Features:

  • Lists all 27 states (26 states + Federal District)

  • Filter by region (North, Northeast, Southeast, South, Central-West)

  • Sort by ID, name, or abbreviation

Examples:

  • List all states: (no parameters)

  • Northeast states: regiao="NE"

  • Sorted by abbreviation: ordenar="sigla"

Use a different tool when:

  • Municipalities of a state → ibge_municipios

  • Details/hierarchy of one locality by code → ibge_localidade

Behavior: read-only and idempotent — a live GET against the public IBGE Localidades API. Returns a Markdown table.

ibge_municipiosA

Lists Brazilian municipalities from IBGE.

Features:

  • List municipalities by state (using state abbreviation)

  • List all municipalities in Brazil (5,570 municipalities)

  • Search by municipality name

  • Returns 7-digit IBGE code

Examples:

  • São Paulo municipalities: uf="SP"

  • Search by name: busca="Campinas"

  • MG municipalities containing "Belo": uf="MG", busca="Belo"

Use a different tool when:

  • Resolve/decode a code at any level (region, state, district), not just municipalities → ibge_geocodigo

  • Full details/hierarchy of one locality by code → ibge_localidade

  • Neighboring municipalities → ibge_vizinhos

Behavior: read-only and idempotent — a live GET against the public IBGE Localidades API. Returns a Markdown table.

ibge_localidadeA

Returns details of a specific locality by IBGE code.

Features:

  • State information (2-digit code)

  • Municipality information (7-digit code)

  • District information (9-digit code)

  • Complete hierarchy (region, mesoregion, microregion)

Examples:

  • São Paulo state: codigo=35

  • São Paulo city: codigo=3550308

  • District: codigo=355030805

This tool returns the full record of ONE locality you already have the code for. Use a different tool when:

  • You have a name and need the code → ibge_municipios (municipalities) or ibge_geocodigo (any level)

  • You want to decompose/understand a code's structure → ibge_geocodigo

Behavior: read-only and idempotent — a live GET against the public IBGE Localidades API. Returns a Markdown record.

ibge_populacaoA

Returns real-time Brazilian population projection.

Features:

  • Current population estimate

  • Birth rate (average time between births)

  • Death rate (average time between deaths)

  • Daily population increment

Source: IBGE - Brazilian Population Projection

This tool ONLY returns Brazil's real-time national projection.

Use a different tool when:

  • Population of a specific municipality/state → ibge_cidades (panorama)

  • Census or historical population → ibge_censo

  • Comparing/ranking multiple localities → ibge_comparar

  • Population time series → ibge_indicadores

  • An arbitrary SIDRA table → ibge_sidra

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

ibge_sidraA

Queries SIDRA tables (IBGE's Automatic Recovery System).

SIDRA contains data from IBGE surveys like Census, PNAD, GDP, etc.

Common tables:

  • 6579: Population estimates (annual)

  • 9514: Census 2022 population

  • 200: Census population (1970-2010)

  • 4714: Unemployment rate (PNAD Contínua)

  • 6381: Average income (PNAD Contínua)

  • 6706: GDP at current prices

  • 5938: GDP per capita

Territorial levels:

  • 1: Brazil

  • 2: Region (North, Northeast, etc.)

  • 3: State (UF)

  • 6: Municipality

  • 7: Metropolitan Region

Examples:

  • Brazil population 2023: tabela="6579", periodos="2023"

  • Population by state: tabela="6579", nivel_territorial="3"

  • Census 2022 by municipality: tabela="9514", nivel_territorial="6", localidades="3550308"

ibge_sidra is the low-level engine. Prefer a friendlier wrapper when it fits:

  • Census themes (1970–2022) → ibge_censo

  • Economic/social time series → ibge_indicadores

  • Rank/compare 2–10 localities → ibge_comparar

  • One municipality's panel → ibge_cidades Use ibge_sidra_tabelas and ibge_sidra_metadados to find a table code and its structure before querying.

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

ibge_nomesA

Queries name frequency and rankings in Brazil (IBGE).

Features:

  1. Name frequency (tipo='frequencia'):

    • Birth frequency by decade

    • Multiple names separated by comma

    • Filter by sex and locality

  2. Name ranking (tipo='ranking'):

    • Most popular names

    • Filter by decade, sex, and locality

Available decades: 1930-2010

Examples:

  • Frequency of "Maria": tipo="frequencia", nomes="Maria"

  • Compare names: tipo="frequencia", nomes="João,José,Pedro"

  • 2000s ranking: tipo="ranking", decada=2000

  • Female names: tipo="ranking", sexo="F"

Behavior: read-only and idempotent — a live GET against the public IBGE Nomes (Censo) API. Returns a Markdown table.

ibge_noticiasA

Searches and lists already-published IBGE news articles and press releases.

Use this to find recent IBGE publications or announcements about a survey or topic — when an indicator was released, or news mentioning a term like "censo". Results are sorted newest-first; with no parameters it returns the 10 most recent items.

Parameters:

  • busca: free-text term to match (e.g. "PIB", "censo")

  • tipo: "release" (official publication of survey results) or "noticia" (general news); omit for both

  • de / ate: date range, format DD/MM/AAAA (e.g. de="01/01/2024", ate="31/12/2024")

  • destaque: true to return only featured items

  • quantidade: how many to return (default 10, max 100); pagina: page number to page through more

Each item returns: title, type (release/news), publication date, editoria (section), related products/surveys, a featured flag, a plain-text summary, and a link to the full article. The header reports the total count and current page.

Examples:

  • Latest 10 news: (no parameters)

  • Search census: busca="censo"

  • 2024 news: de="01/01/2024", ate="31/12/2024"

  • Releases only: tipo="release"

Use a different tool when:

  • Scheduled/upcoming release dates (not yet published) → ibge_calendario

Behavior: read-only and idempotent — a live GET against the public IBGE Notícias API. Returns a Markdown list.

ibge_sidra_tabelasA

Lists and searches available SIDRA tables.

Features:

  • List all SIDRA tables (aggregates)

  • Search by table name

  • Filter by survey (Census, PNAD, GDP, etc.)

  • Shows code and name of each table

SIDRA contains data from various surveys:

  • Demographic Census

  • PNAD Contínua (employment, income)

  • National Accounts (GDP)

  • Industrial Survey

  • Agricultural Survey

Examples:

  • List tables: (no parameters)

  • Search population tables: busca="população"

  • Census tables: pesquisa="censo"

This is step 1 of the SIDRA workflow: find a table code → ibge_sidra_metadados (structure) → ibge_sidra (query). For common data, a wrapper is usually easier: ibge_censo, ibge_indicadores, ibge_comparar, ibge_cidades.

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

ibge_sidra_metadadosA

Returns metadata for a specific SIDRA table.

Features:

  • General info (name, survey, subject, periodicity)

  • Available territorial levels

  • Variable list with units

  • Classifications and categories

  • Available periods

Use this tool to understand table structure BEFORE querying data with ibge_sidra.

Examples:

  • Population table metadata: tabela="6579"

  • Census 2022 metadata: tabela="9514"

  • PNAD unemployment: tabela="4714"

Use this after finding a table code (ibge_sidra_tabelas) and before querying with ibge_sidra.

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

ibge_malhasA

Gets geographic meshes (maps) from IBGE in GeoJSON, TopoJSON, or SVG format.

Features:

  • Meshes for Brazil, regions, states, municipalities

  • Different resolution levels (internal divisions)

  • Different quality levels

  • Formats: GeoJSON (data), TopoJSON (compact), SVG (image)

Locality types:

  • "BR" or "1" = Entire Brazil

  • State abbreviation (e.g., "SP", "RJ")

  • State code (e.g., "35" for SP)

  • Municipality code (7 digits)

Resolution (internal divisions):

  • 0 = Outline only

  • 2 = States

  • 5 = Municipalities

Examples:

  • Brazil with states: localidade="BR", resolucao="2"

  • São Paulo with municipalities: localidade="SP", resolucao="5"

  • SVG format: localidade="BR", formato="svg"

Use a different tool when:

  • Thematic meshes (biomes, Legal Amazon, semi-arid, metropolitan regions) → ibge_malhas_tema

Behavior: read-only and idempotent — a live GET against the public IBGE Malhas API. Returns the mesh in the requested format (GeoJSON, TopoJSON, or SVG).

ibge_pesquisasA

Lists available IBGE surveys and their tables.

Features:

  • List all IBGE surveys (Census, PNAD, GDP, etc.)

  • Search by name or code

  • Show details and tables of a specific survey

  • Categorize surveys by theme

Main surveys:

  • Census: Demographic, Agricultural, MUNIC

  • PNAD Contínua: Employment, income, education

  • National Accounts: GDP, investments

  • Economic Surveys: Industry, Commerce, Services

  • Price Indices: IPCA, INPC

Examples:

  • List all: (no parameters)

  • Search population: busca="população"

  • PNAD details: detalhes="pnad"

This lists surveys, not data. To find table codes use ibge_sidra_tabelas; to query data use ibge_sidra (or a wrapper: ibge_censo, ibge_indicadores, ibge_comparar, ibge_cidades).

Behavior: read-only and idempotent — a live GET against the public IBGE SIDRA/Pesquisas API. Returns a Markdown list.

ibge_censoA

Queries IBGE Demographic Census data (1970-2022).

Simplified tool to access census data without knowing SIDRA table codes.

Available years: 1970, 1980, 1991, 2000, 2010, 2022

Available themes:

  • populacao: Resident population

  • alfabetizacao: Literacy rate

  • domicilios: Housing characteristics

  • idade_sexo: Age pyramid

  • religiao: Religion distribution

  • cor_raca: Race/color

  • rendimento: Monthly income

  • educacao: Education level

  • trabalho: Employment

Examples:

  • Population 2022: ano="2022", tema="populacao"

  • Historical series: ano="todos", tema="populacao"

  • Literacy 2010 by state: ano="2010", tema="alfabetizacao", nivel_territorial="3"

  • List tables: tema="listar"

Use a different tool when:

  • Current real-time Brazil population → ibge_populacao

  • One municipality's current panel (estimate, HDI, GDP) → ibge_cidades

  • Comparing/ranking localities → ibge_comparar

  • An arbitrary SIDRA table → ibge_sidra

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

ibge_indicadoresA

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"

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.

ibge_cnaeA

Queries CNAE (National Classification of Economic Activities) from IBGE.

CNAE is the official classification for economic activities in Brazil.

Hierarchical structure:

  • Section (letter A-U): 21 main categories

  • Division (2 digits): 87 divisions

  • Group (3 digits): 285 groups

  • Class (4-5 digits): 673 classes

  • Subclass (7 digits): 1,332 subclasses

Features:

  • Search by CNAE code

  • Search by activity description

  • List by hierarchical level

  • Show complete hierarchy

Examples:

  • Search software: busca="software"

  • Specific code: codigo="6201-5/01"

  • View section: codigo="J"

  • List divisions: nivel="divisoes"

Behavior: read-only and idempotent — a live GET against the public IBGE CNAE API. Returns Markdown.

ibge_geocodigoA

Decodes IBGE codes or searches codes by locality name.

Features:

  • Decode region, state, municipality, or district codes

  • Search IBGE code by name

  • Show complete geographic hierarchy

  • Return related codes

Code structure:

  • 1 digit: Region (1=North, 2=Northeast, 3=Southeast, 4=South, 5=Central-West)

  • 2 digits: State (11-53)

  • 7 digits: Municipality

  • 9 digits: District

Examples:

  • Decode municipality: codigo="3550308"

  • Decode state: codigo="35"

  • Search by name: nome="São Paulo"

  • Municipality in state: nome="Campinas", uf="SP"

This tool decodes a code's structure and resolves name→code at any level. Use a different tool when:

  • You only need to list/search municipalities → ibge_municipios

  • You want the full detailed record of one locality → ibge_localidade

Behavior: read-only and idempotent — a live GET against the public IBGE Localidades API. Returns Markdown.

ibge_calendarioA

Queries IBGE release and collection calendar.

Features:

  • List upcoming survey releases

  • Filter by product (IPCA, PNAD, GDP, etc.)

  • Filter by period

  • Distinguish releases from field collections

Event types:

  • Release: Publication of survey results

  • Collection: Field research period

Examples:

  • Upcoming releases: (no parameters)

  • IPCA releases: produto="IPCA"

  • 2024 calendar: de="01/01/2024", ate="31/12/2024"

  • Field collections: tipo="coleta"

Use a different tool when:

  • Already-published news and releases → ibge_noticias

Behavior: read-only and idempotent — a live GET against the public IBGE Calendário API. Returns a Markdown list.

ibge_compararA

Compares data between localities (municipalities or states).

Available indicators:

  • populacao: Current population estimate

  • populacao_censo: Census 2022 population

  • pib: GDP per capita

  • area: Territorial area (km²)

  • densidade: Population density (inhab/km²)

  • alfabetizacao: Literacy rate

  • domicilios: Number of households

Features:

  • Compare up to 10 localities at once

  • Calculate statistics (max, min, average, variation)

  • Generate ranked output

  • Accept municipality codes (7 digits) or state codes (2 digits)

Examples:

  • Compare capitals: localidades="3550308,3304557,4106902", indicador="populacao"

  • Compare states: localidades="35,33,41", indicador="pib"

  • Area ranking: localidades="3550308,3304557", formato="ranking"

  • List indicators: indicador="listar"

Use this tool ONLY to rank/compare 2–10 localities on one indicator. For a single locality, use ibge_cidades (municipal panel), ibge_censo, or ibge_sidra.

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

ibge_malhas_temaA

Gets thematic geographic meshes from IBGE.

Available themes:

  • biomas: Brazilian biomes (Amazon, Cerrado, Atlantic Forest, Caatinga, Pampa, Pantanal)

  • amazonia_legal: Legal Amazon area

  • semiarido: Semi-arid region

  • costeiro: Coastal zone

  • fronteira: Border strip

  • metropolitana: Metropolitan regions

  • ride: Integrated Development Regions

Biome codes:

  • 1: Amazon

  • 2: Cerrado

  • 3: Atlantic Forest

  • 4: Caatinga

  • 5: Pampa

  • 6: Pantanal

Examples:

  • All biomes: tema="biomas"

  • Amazon biome: tema="biomas", codigo="1"

  • Legal Amazon: tema="amazonia_legal"

  • Metropolitan regions: tema="metropolitana"

  • With municipalities: tema="biomas", resolucao="5"

  • List themes: tema="listar"

Use a different tool when:

  • Administrative meshes (Brazil/region/state/municipality outlines) → ibge_malhas

Behavior: read-only and idempotent — a live GET against the public IBGE Malhas API. Returns the mesh in the requested format (GeoJSON, TopoJSON, or SVG).

ibge_vizinhosA

Finds nearby/neighboring municipalities.

Features:

  • Search by IBGE code (7 digits) or municipality name

  • Returns municipalities in the same mesoregion (proximity approximation)

  • Optionally includes population data

Note: Uses mesoregion as geographic proximity proxy. For exact spatial neighborhood, mesh processing would be required.

Examples:

  • By code: municipio="3550308"

  • By name: municipio="Campinas", uf="SP"

  • With population: municipio="3550308", incluir_dados=true

Note: proximity is approximated by shared mesoregion (not exact spatial adjacency). For listing/searching municipalities, use ibge_municipios.

Behavior: read-only and idempotent — a live GET against the public IBGE Localidades API. Returns a Markdown list.

ibge_datasaudeA

Queries Brazil health indicators, served through IBGE's SIDRA (some originally produced by DataSUS, e.g. mortality and births).

Mortality and Birth:

  • mortalidade_infantil: Infant mortality rate

  • nascidos_vivos: Live births by location

  • obitos: Deaths by residence

  • obitos_causas: Deaths by cause (ICD-10)

Demographic Indicators:

  • esperanca_vida: Life expectancy at birth

  • fecundidade: Fertility rate

Sanitation:

  • saneamento_agua: Water supply

  • saneamento_esgoto: Sewage system

Health Coverage:

  • plano_saude: Health insurance coverage

  • autoavaliacao_saude: Self-rated health status

Territorial levels: 1=Brazil, 2=Region, 3=State, 6=Municipality

Examples:

  • Infant mortality: indicador="mortalidade_infantil"

  • Life expectancy by state: indicador="esperanca_vida", nivel_territorial="3"

  • Deaths in SP: indicador="obitos", nivel_territorial="3", localidade="35"

  • List indicators: indicador="listar"

Use a different tool when:

  • A single municipality's general panel (which also includes infant mortality) → ibge_cidades

  • Population/demographic counts (not health-specific) → ibge_censo or ibge_sidra

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

ibge_paisesA

Queries international country data via IBGE.

Features:

  • List all countries (following UN M49 methodology)

  • Country details (area, languages, currency, location)

  • Search countries by name

  • Filter by region/continent

Available regions: americas, europa, africa, asia, oceania

Country codes: Use ISO-ALPHA-2 (e.g., BR, US, AR, PT, JP)

Examples:

  • List all: tipo="listar"

  • Brazil details: tipo="detalhes", pais="BR"

  • Search: tipo="buscar", busca="Argentina"

  • Americas countries: tipo="listar", regiao="americas"

  • Available indicators: tipo="indicadores"

Behavior: read-only and idempotent — a live GET against the public IBGE Países API. Returns Markdown.

ibge_cidadesA

Queries municipal indicators from IBGE (similar to Cidades@ portal).

Features:

  • General overview of a municipality (population, HDI, GDP, etc.)

  • Query specific indicators

  • Historical indicator data over years

  • List available surveys and indicators

Available indicators: populacao, area, densidade, pib_per_capita, idh, escolarizacao, mortalidade, salario_medio, receitas, despesas

Examples:

  • São Paulo overview: tipo="panorama", municipio="3550308"

  • Population history: tipo="historico", municipio="3550308", indicador="populacao"

  • View surveys: tipo="pesquisas"

  • Available indicators: tipo="indicador"

This tool is the panel for a SINGLE municipality (Cidades@). Use a different tool when:

  • Real-time Brazil population → ibge_populacao

  • Census themes / historical series → ibge_censo

  • Comparing multiple municipalities → ibge_comparar

  • A macro indicator time series → ibge_indicadores

Behavior: read-only and idempotent — a live GET against the public IBGE APIs (Cidades@/agregados). Returns Markdown plus a typed structuredContent payload.

Prompts

Interactive templates invoked by user choice

NameDescription
comparar-municipiosCompara 2 a 10 localidades (municípios ou UFs) em um indicador e produz um ranking comentado.
perfil-demograficoMonta um perfil demográfico de uma localidade combinando população, censo e indicadores socioeconômicos.

Resources

Contextual data attached and managed by the client

NameDescription
ufsAs 27 Unidades da Federação com código IBGE (2 dígitos), sigla, nome e região.
regioesAs 5 grandes regiões com código, sigla, nome e UFs que as compõem.
niveis-territoriaisCódigos de nível territorial (nivel_territorial) aceitos pelas tools SIDRA, com rótulo e nome.
tabelas-sidraCódigos das tabelas SIDRA mais usadas (população, PIB, IPCA, etc.) com descrição.
biomasCódigos dos 6 biomas brasileiros (usados por ibge_malhas_tema).

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