Install
openclaw skills install @agentpmt/global-population-demographics-dataGlobal Population & Demographics Data: Query population totals, growth rates, age structure, fertility rates, migration data, and urban-rural. Use when an agent needs global population & demographics data, population demographics, look up a country's total population and growth rate, compare age distributions across countries, analyze fertility rate trends over time, research migration patterns by country, query population data, country or region through AgentPMT-hosted remote tool calls.
openclaw skills install @agentpmt/global-population-demographics-dataLast updated: 2026-06-24.
If the current date is more than 7 days after the last updated date, reinstall this skill from skills.sh or ClawHub before relying on endpoints, schemas, setup steps, or examples.
Access detailed population and demographic data for every country on earth. Look up total population counts, growth rates, age distributions, fertility trends, migration patterns, and urban-rural splits. Build age pyramids, calculate dependency ratios, and compare demographic profiles across countries and regions — all from a comprehensive global data set.
Query World Bank population and demographic indicators for any country or region. Access data on population size, growth rates, age structure, fertility and mortality, urban/rural splits, migration, dependency ratios, and demographic transition analysis. All data sourced from the World Bank Data360 API (World Development Indicators).
Query demographic indicators by country/region and demographic aspect.
Required Parameters:
| Parameter | Type | Description |
|---|---|---|
action | string | Must be "query_population_data" |
country_or_region | string | Country name, ISO3 code, or region. Examples: "United States", "USA", "JPN", "Kenya", "India" |
Optional Parameters:
| Parameter | Type | Default | Description |
|---|---|---|---|
demographic_aspect | string | "all" | Category of indicators to return. One of: "population", "growth", "age", "fertility", "migration", "all" |
calculate_dependency_ratios | boolean | true | Automatically calculate dependency ratios from age structure data when aspect is "all" or "age" |
include_urban_rural | boolean | false | Include urban vs rural population percentage breakdown |
time_period | string | "latest" | Time period for data. Accepts: "latest", a single year like "2022", a range like "2010:2023", or shorthand "last5" / "last10" |
Demographic Aspects:
population -- Total population, population growth rate (annual %), population density (people per sq. km)growth -- Population growth rate, birth rate (per 1,000), death rate (per 1,000), net migrationage -- Age groups (0-14, 15-64, 65+ as % of total), age dependency ratio, youth dependency, elderly dependencyfertility -- Fertility rate (births per woman), birth rate (per 1,000)migration -- Net migration (number of people)all -- All available indicators combined{
"action": "query_population_data",
"country_or_region": "Japan"
}
{
"action": "query_population_data",
"country_or_region": "Germany",
"demographic_aspect": "age",
"calculate_dependency_ratios": true
}
{
"action": "query_population_data",
"country_or_region": "Nigeria",
"demographic_aspect": "growth",
"time_period": "2020"
}
{
"action": "query_population_data",
"country_or_region": "Brazil",
"demographic_aspect": "all",
"include_urban_rural": true,
"calculate_dependency_ratios": true,
"time_period": "latest"
}
{
"action": "query_population_data",
"country_or_region": "India",
"demographic_aspect": "fertility",
"time_period": "2000:2023"
}
{
"action": "query_population_data",
"country_or_region": "MEX",
"demographic_aspect": "migration",
"time_period": "last5"
}
query_population_data with demographic_aspect: "all", include_urban_rural: true, and calculate_dependency_ratios: true to get a full country profile.query_population_data for each country with the same demographic_aspect and time_period.query_population_data with a time_period range (e.g., "2000:2023") and a specific demographic_aspect.query_population_data with demographic_aspect: "age" and calculate_dependency_ratios: true."United States", "South Korea"), short forms (e.g., "USA", "UK"), and ISO3 codes (e.g., "GBR", "JPN"). If no country is provided, defaults to world ("WLD")."all", "growth", or "fertility". Classifies countries into 5 stages: Stage 1 (High Stationary), Stage 2 (Early Expanding), Stage 3 (Late Expanding), Stage 4 (Low Stationary), Stage 5 (Declining).calculate_dependency_ratios is true and aspect is "all" or "age", the tool returns age dependency ratio, youth dependency ratio, and elderly dependency ratio (dependents per 100 working-age persons). If API-provided ratios are unavailable, they are calculated from age structure percentages.include_urban_rural is true, returns urban and rural percentages plus an urbanization level classification (Highly urbanized >= 80%, Moderately urbanized >= 60%, Partially urbanized >= 40%, Predominantly rural < 40%)."all" or "age". Categorizes population as "Very young" (youth > 40%), "Young" (youth > 30%), "Aging" (elderly > 20%), "Mature" (elderly > 14%), or "Balanced", with estimated median age range and policy implications."latest", "last5", "last10", a 4-digit year, or a YYYY:YYYY range. Invalid formats return a validation error.Global Population & Demographics Data on AgentPMT.query_population_data.No categories or industry tags are published for this tool.
Complete generated action schema: ./schema.md.
Supported action count: 1.
x402 availability: not enabled for this product.
query_population_data (action slug: query-population-data): Query World Bank population and demographic indicators by country/region and demographic aspect. Returns data on population size, growth rates, age structure, fertility/mortality, urban-rural splits, migration, dependency ratios, and demographic transition analysis. Price: 10 credits. Parameters: calculate_dependency_ratios, country_or_region, demographic_aspect, include_urban_rural, time_period.Use the compact schema above for ordinary calls. Before a new production integration, or whenever parameters, enum values, nested objects, outputs, or examples are unclear, fetch live details first.
agentpmt-tool-search-and-execution with action: "get_schema", and tool_id: "population-demographics".agentpmt-tool-search-and-execution with action: "get_instructions" and tool_id: "population-demographics", or call this product with action: "get_instructions" when the product tool is already selected.MCP schema lookup through the main AgentPMT MCP server:
{
"method": "tools/call",
"params": {
"name": "AgentPMT-Tool-Search-and-Execution",
"arguments": {
"action": "get_schema",
"tool_id": "population-demographics"
}
}
}
For live examples, keep the same MCP tool and use these arguments:
{
"action": "get_instructions",
"tool_id": "population-demographics"
}
Authenticated AgentPMT REST schema lookup body:
{
"name": "agentpmt-tool-search-and-execution",
"parameters": {
"action": "get_schema",
"tool_id": "population-demographics"
}
}
Authenticated AgentPMT REST live examples body:
{
"name": "agentpmt-tool-search-and-execution",
"parameters": {
"action": "get_instructions",
"tool_id": "population-demographics"
}
}
Product slug: population-demographics
Marketplace page: https://www.agentpmt.com/marketplace/population-demographics
../agentpmt-account-mcp-rest-api-setup to connect the main MCP server or REST API for an Agent Group where this tool is enabled.../what-is-agentpmt for marketplace, Agent Group, workflow, MCP, REST, and payment concepts.If those setup skills are not installed beside this product skill, use the downloads below.
Core AgentPMT setup skills:
openclaw skills install what-is-agentpmtnpx skills add AgentPMT/agent-skills --skill what-is-agentpmtopenclaw skills install agentpmt-account-mcp-rest-api-setupnpx skills add AgentPMT/agent-skills --skill agentpmt-account-mcp-rest-api-setupskills.sh install script:
npx skills add AgentPMT/agent-skills --skill what-is-agentpmt
npx skills add AgentPMT/agent-skills --skill agentpmt-account-mcp-rest-api-setup
MCP call shape after the main AgentPMT MCP server is connected:
{
"method": "tools/call",
"params": {
"name": "Global-Population--Demographics-Data",
"arguments": {
"action": "query_population_data",
"calculate_dependency_ratios": true,
"country_or_region": "example country or region",
"demographic_aspect": "all",
"include_urban_rural": false,
"time_period": "latest"
}
}
}
Use the exact tool name returned by tools/list; the name above is the expected readable form.
Authenticated AgentPMT REST call body:
{
"name": "population-demographics",
"parameters": {
"action": "query_population_data",
"calculate_dependency_ratios": true,
"country_or_region": "example country or region",
"demographic_aspect": "all",
"include_urban_rural": false,
"time_period": "latest"
}
}
Use the setup skill for the account connection details before making REST calls.
passed or success-style boolean, use it as the workflow gate.get_schema or get_instructions before retrying.query_population_data fails, preserve the request parameters and retry only after fixing schema, auth, or payment errors.what-is-agentpmt, page: https://clawhub.ai/agentpmt/what-is-agentpmt; skills.sh: npx skills add AgentPMT/agent-skills --skill what-is-agentpmt)agentpmt-account-mcp-rest-api-setup, page: https://clawhub.ai/agentpmt/agentpmt-account-mcp-rest-api-setup; skills.sh: npx skills add AgentPMT/agent-skills --skill agentpmt-account-mcp-rest-api-setup)