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Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
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prompts
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resources
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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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