You can access the Twitter Ads 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 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
10# Run the Actor and wait for it to finish
11run = client.actor("scrapeai/twitter-ads-scraper").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
15for item in client.dataset(run.default_dataset_id).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Twitter Ads Scraper API in Python

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

Install the apify-client

$pip install apify-client

Other API clients include:

Twitter Ads Scraper API in JavaScript

Twitter Ads Scraper API through CLI

Twitter Ads Scraper OpenAPI definition

Twitter Ads Scraper API

Twitter / X Scraper

rupom888/twitter-scraper

Syed Rupom

Reddit Promoted Posts Scraper

codingfrontend/reddit-ad-library-scraper

Collects promoted (sponsored) posts from Reddit feeds — advertiser, title, ad text, destination, CTA, media, and campaign metadata.

Coding Frontned

Twitter Scraper

thisismegant/twitter-scraper

Megan Studios

X (Twitter) Email Scraper

email_scraper/x-twitter-email-scraper

Scrape publicly available email addresses and profile data from X (Twitter) with the X (Twitter) Email Scraper. Extract emails from public profiles efficiently for lead generation, prospecting, research, and social media data collection.

Email Scraper

Twitter Media Downloader

scrapeai/twitter-media-downloader

Resolves metadata and publicly accessible video, image, and GIF links from Twitter/X posts.

ScrapeAI

Twitter Post Scraper – X Text, Media & Engagement

scrapingmonkey/twitter-post-details-scraper

Extract public Twitter (X) posts by URL. Get text, authors, engagement, media links, video variants, mentions and available quote or repost context in one post row.