You can access the Facebook & Meta Ads Library 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    "searchQueries": ["https://www.facebook.com/ads/library/?active_status=all&ad_type=all&country=ALL&q=marketing&search_type=keyword_unordered"],
10    "proxyConfiguration": {
11        "useApifyProxy": True,
12        "apifyProxyGroups": ["RESIDENTIAL"],
13    },
14}
15
16# Run the Actor and wait for it to finish
17run = client.actor("spectre_scrape/facebook-ads-library-scraper").call(run_input=run_input)
18
19# Fetch and print Actor results from the run's dataset (if there are any)
20print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
21for item in client.dataset(run["defaultDatasetId"]).iterate_items():
22    print(item)
23
24# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Ultimate Meta & Facebook Ads Library Scraper API in Python

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

Install the apify-client

$pip install apify-client

Other API clients include:

Facebook & Meta Ads Library Scraper API in JavaScript

Facebook & Meta Ads Library Scraper API through CLI

Facebook & Meta Ads Library Scraper OpenAPI definition

Facebook & Meta Ads Library Scraper API

Facebook Ad Library Scraper

apipi/facebook-ad-library-scraper

Ultra-fast Facebook Ads Library scraper with advanced filtering. Extract ads from Meta Ads Library in seconds! Perfect for competitor analysis, market research, and ad intelligence.

ApiPi

244

5.0

Facebook Ads Library Scraper API

api_creators/facebook-ads-library-scraper-api

$1 per 1000 ads! Scrape Facebook Ad Library: Extract ad data, copy & creatives from FB & Instagram. Powerful Facebook Ads Scraper for competitor research & ad intelligence. Search by keyword or Page ID. Export JSON, CSV, or Excel. Fast, reliable, and cheap Facebook Ad Library API.

API Creators

152

5.0

Facebook Ads Library Scraper — Meta Ads + Instagram Data

sourabhbgp/facebook-ads-scraper

Scrape Facebook Ads Library (Meta Ad Library) with 57 fields per ad — no login needed. Get ad copy, images, videos, CTAs, run dates, Instagram followers, page verification, AI-content flag, EU transparency. Search by keyword, advertiser, or paste any Ad Library URL.

Sourabh Kumar

118

LinkedIn Profile Search Scraper

spectre_scrape/linkedin-profile-search-scraper

Extract public LinkedIn profile data from Google Search without logging in. Features multi-query batching, structured data extraction (name, job title, company, location), automatic retries, and deduplication. Ideal for recruiting and lead generation. Pay only for profiles successfully scraped.

Spectre

Website Email Scraper

contacts-api/website-email-scraper

Collect verified email addresses with our Website Email Scraper. Extract emails from websites quickly for outreach, marketing campaigns, and lead generation.

Lead Heaven

LinkedIn Profile Scraper(No cookies)

spectre_scrape/linkedin-profile-scraper-no-cookies

Scrape detailed LinkedIn profile data including experience, education, skills, and more. No cookies or login required from the user. Fast and reliable. And get there work emails with it.

Spectre

5.0

Youtube Search Scraper

crawlerbros/youtube-search-scraper

Scrape YouTube search results without cookies. Extracts video metadata (title, views, duration, channel info), channel profiles, and playlists. Supports all YouTube search filters (sort, upload date, type, duration, features).