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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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).
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
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.
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.
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.
MCP server adapter for the Facebook / Meta ads library: search ads and creatives, find advertisers behind them, pull media — from your AI assistant. Hosted by Spytrend, 170M+ new Meta ads a month.
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.
Scrape the Google Ads Transparency Center by domain, advertiser ID or brand name — competitor ad creatives, impressions & spend. No API key, no login.
Meta Ad Library scraper (Playwright, Selenium, Puppeteer, or the 2Captcha Scraping Browser API via CDP) — keyword and advertiser searches, ad details with EU/UK reach and targeting, political spend, read logged out, JSON/CSV
n8n community node for the Apify Facebook Ad Library Scraper — pull active competitor Facebook and Instagram ads from the Meta Ad Library, no login.
LinkedIn Ad Library scraper for Apify: competitor ads, creatives, impressions by country, targeting. $3 per 1,000 ads.
Instagram Ads Library API examples: search public ads, run bounded advertiser workflows, and export creative research to CSV.
Turn a Facebook Ad Library export into an HTML swipe file and CSVs (Python, stdlib only)
Pipeline de inteligência de criativo: varre a Biblioteca de Anúncios da Meta, classifica e publica um acervo navegável. Mede só o que é real — dias no ar e variações.
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