You can access the World Bank Indicator Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "countryCodes": ["USA"],
10    "indicatorCode": "SP.POP.TOTL",
11}
12
13# Run the Actor and wait for it to finish
14run = client.actor("enfex/world-bank-indicator-scraper").call(run_input=run_input)
15
16# Fetch and print Actor results from the run's dataset (if there are any)
17print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
18for item in client.dataset(run["defaultDatasetId"]).iterate_items():
19    print(item)
20
21# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

World Bank Indicator Scraper API in Python

The Apify API client for Python is the official library that allows you to use World Bank Indicator Scraper API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

World Bank Indicator Scraper API in JavaScript

World Bank Indicator Scraper API through CLI

World Bank Indicator Scraper OpenAPI definition

World Bank Indicator Scraper API

World Bank Development Indicators Scraper

crawlergang/world-bank-development-indicators

Scrape World Bank development indicators - GDP, population, literacy, child mortality, electricity access and 16,000+ more indicators for 200+ countries spanning 60+ years of data.

Crawler Gang

5.0

(11)

World Bank Indicators Scraper

parseforge/worldbank-indicators-scraper

Tap into the World Bank Open Data API for development indicators across every country. Provide an indicator code such as NY.GDP.MKTP.CD, a country code list, and a year range to receive country, indicator, year, and value. Useful for macro research and policy analysis.

ParseForge

World Bank Indicators Scraper

scrapers_lat/world-bank-indicators-scraper

Scrape World Bank development indicators with country, indicator name, year, value and unit for every country. Choose the indicator code and year range. Export to JSON, CSV or Excel.

Scrapers Lat

World Bank Indicators API Scraper - GDP, Inflation by Country

themineworks/worldbank-indicators

Scrape World Bank development indicators (GDP, inflation, unemployment, trade, population + 1,400 more) for any country and year as clean JSON or CSV. No API key. Works in Claude, ChatGPT and any MCP agent for economic data analysis.

The Mine Works

World Bank Indicators Scraper

velvety_bedbug/world-bank-indicators-scraper

Fetches economic indicator data from the World Bank API. Access GDP, population, trade, health, and hundreds of other development indicators for any country. Free, no API key required.

Peters Bugs

World Bank Indicators Scraper

gio21/worldbank-scraper

Scrape World Bank Open Data. 1,500+ indicators (GDP, population, inflation, literacy, life expectancy, CO2 emissions...) for 200+ countries, time series 1960+. Free, no API key. For economics research, dashboards, comparative analysis.

Gio

World Bank Development Indicators Scraper

crawlerbros/world-bank-development-indicators

Scrape World Bank development indicators - GDP, population, literacy, child mortality, electricity access and 16,000+ more indicators for 200+ countries spanning 60+ years of data.

Crawler Bros

World Bank Data Scraper - Economic Indicators API

pink_comic/world-bank-indicators-search

Scrape World Bank Open Data for GDP, population, inflation, poverty, CO2, trade, health, education, and 29,000+ development indicators across 200+ countries. Export annual time-series data for economic research, ESG reporting, policy analysis, market intelligence, and AI/RAG workflows.

Ava Torres

World Bank Data Scraper

lulzasaur/worldbank-scraper

Scrape World Bank economic indicators. Get GDP, population, poverty, education, and health data for 200+ countries. Free API, no authentication required.

lulz bot

Export Intelligence Monitor

datapilot/export-intelligence-monitor

A comprehensive export intelligence scraper that combines World Bank trade indicators, UN Comtrade data, Google News regulations, and competitor insights. It delivers export trends, market intelligence, compliance alerts, top trading partners, and actionable

Data Pilot

World Bank Data Scraper

parseforge/world-bank-scraper

Scrape global development indicators from the World Bank covering 200+ countries. Get GDP, population, poverty rates, education, health metrics, and trade data with region, income level, and capital city metadata. Filter by country and indicator.

ParseForge