Free, self-hosted MCP server that scrapes the public Facebook Ad Library (no API token) for competitive ad research — advertiser, copy, landing pages, CTAs, any country.
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Updated
Aug 29, 2026 - Python
Free, self-hosted MCP server that scrapes the public Facebook Ad Library (no API token) for competitive ad research — advertiser, copy, landing pages, CTAs, any country.
Collect ads from Meta Ad Library. No API key required. Reverse-engineers the internal GraphQL API. All countries, all ad types.
Local self-hosted Meta Ad Library research tool: deep keyword/advertiser scraping, saved-ad swipe files, Hook Lab trend-stage intelligence, bulk company intelligence, and real-time outbound webhooks (bulk jobs + play/pause search sessions, unified schema).
A free, open-source Shopify store and Meta ads spy tool. Find winning stores, see the ads they run, track competitors. Every number measured, nothing estimated.
Unified OSINT Python toolkit for public ad libraries & ad-transparency centers: Meta/Facebook, TikTok, Google, LinkedIn, Snapchat, X
Scraper + app desktop da Biblioteca de Anúncios do Facebook/Meta, com pontuação de força dos criativos vencedores. Sem login, sem API paga.
Local-first Python CLI for social media research across 26 platforms: public content, communities, creators, trends, ad libraries, and creative intelligence.
A Python SDK for accessing Facebook's Ad Library, providing comprehensive insights into advertisements across Facebook's network of platforms.
facebook-ads facebook ad-library scraper apify actor nodejs proxy web-scraping data-extraction social-media marketing-tools ndjson standby-mode
Competitor ad research CLI — pulls ads from the Meta Ad Library and uses a two-stage Claude pipeline (Haiku to Sonnet) to break down their hooks, angles, and offers.
Facebook Ad Library MCP server and CLI for Claude Code, Codex and AI agents. 9 tools that read every ad running on Facebook, Instagram, Messenger, Threads and Audience Network, for any advertiser in any country, free and with no API key.
Open-source, self-hosted Meta Ad Library tracker: monitor competitors' Facebook & Instagram ads, archive creatives (images, videos) before they disappear, and find winning ads by how long they run. No Meta API key. Docker + Python.
Scrape unlimited ads from the TikTok Ad Library (library.tiktok.com) — search by keyword, advertiser, or URL. Export advertiser, creative type, shown dates, audience, video & image creatives, and full targeting as clean JSON. No login, no cookies, no 1,000-result cap.
Scrape the Google Ads Transparency Center by domain, advertiser ID or brand name — competitor ad creatives, impressions & spend. No API key, no login.
n8n community node for the Apify Facebook Ad Library Scraper — pull active competitor Facebook and Instagram ads from the Meta Ad Library, no login.
Turn a Facebook Ad Library export into an HTML swipe file and CSVs (Python, stdlib only)
🏦 AdVault — Facebook Ad Library Intelligence Pipeline | Extract, analyze & report ad spend, impressions & platform data at scale | Source code is private
LinkedIn Ad Library scraper for Apify: competitor ads, creatives, impressions by country, targeting. $3 per 1,000 ads.
Qué está anunciando tu competencia en Meta, cuánto lleva corriendo cada anuncio y qué ha cambiado desde la última vez. Skill de Claude Code + Ad Library.
Google Ads Transparency scraper for exact advertiser IDs. Collect public creatives without Google login or an API key, then monitor verified new, stopped, resumed and changed ads across runs. Export ad data and lifecycle events in JSON for PPC competitor research.
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