You can access the Universal Data Harvester 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 API & Integrations 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    "queries": ["open source osint tools"],
10    "engines": [
11        "brave",
12        "bing",
13    ],
14    "proxyCountries": [
15        "US",
16        "NL",
17    ],
18    "proxyConfiguration": {
19        "useApifyProxy": True,
20        "apifyProxyGroups": ["RESIDENTIAL"],
21    },
22}
23
24# Run the Actor and wait for it to finish
25run = client.actor("caring_dizi/universal-data-harvester").call(run_input=run_input)
26
27# Fetch and print Actor results from the run's dataset (if there are any)
28print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
29for item in client.dataset(run.default_dataset_id).iterate_items():
30    print(item)
31
32# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Universal Data Harvester API in Python

The Apify API client for Python is the official library that allows you to use Universal Data Harvester API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Universal Data Harvester API in JavaScript

Universal Data Harvester API through CLI

Universal Data Harvester OpenAPI definition

Universal Data Harvester API

Google Maps Email Finder

mukedlii/google-maps-email-finder

Search Google Maps for any business type, anywhere in the wo

Genoff Márk

Google Maps Business Data Extractor

rambunctious_fingerprint/google-maps-business-scraper

Casey Marsh

Legacy Universal Web Scraper – Fast No-Code Tool

motivational_nickel/my-actor

Universal web scraper that extracts structured data from almost any website. Detect and scrape webpage content into clean datasets (CSV, Excel, JSON) without coding. Ideal for web scraping, research, lead generation, automation pipelines, and large-scale data extraction.

Leoncio Jr Coronado

5.0

Harvester Spark

ijaytelgote/scraperA

nothing

Jay Telgote

No-Website Business Leads Scraper (Google Maps)

leafy-dev-jr/no-website-business-leads-scraper-google-maps

Find businesses with weak or missing websites anywhere on Google Maps. Each lead is qualified on real web-presence signals, priority-ranked, and comes with contact details, ready for web designers, developers, and agencies to pitch.

Leafy

130

5.0

Universal Web Scraper & B2B Lead Extractor

divyesh-patel/my-actor

Fast multi-page web scraper to extract business leads (emails, phones, social media links), e-commerce product titles, prices, and descriptions into clean Excel (.xlsx) and CSV format.

Divyesh Patel

Google Maps Scraper

kibaale/gmaps-scraper

Extract business data from Google Maps — places, full profiles, popular times and reviews — from anywhere in the world, without an API key or a Google account. Runs fully in the cloud, outputs a clean dataset (or JSON).

kibalee

Google Maps Business Links & Social Profiles Scraper

seemuapps/google-maps-business-links-scraper

Extract every website, booking link, and social media profile — Instagram, Facebook, TikTok, LinkedIn and more — from any Google Maps business listing.