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
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ad-library
Here are 25 public repositories matching this topic...
Collect ads from Meta Ad Library. No API key required. Reverse-engineers the internal GraphQL API. All countries, all ad types.
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Jul 22, 2026 - Python
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).
marketing scraper nextjs facebook-ads playwright meta-ads ad-library swipe-file competitive-research
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Aug 1, 2026 - TypeScript
Unified OSINT Python toolkit for public ad libraries & ad-transparency centers: Meta/Facebook, TikTok, Google, LinkedIn, Snapchat, X
python scraper social-media osint web-scraping advertising facebook-ads competitive-intelligence information-gathering reconnaissance lead-generation google-ads social-media-analysis facebook-ads-api osint-tool tiktok-ads osint-tools meta-ads ad-library linkedin-ads
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Jul 12, 2026 - Python
Local-first Python CLI for social media research across 26 platforms: public content, communities, creators, trends, ad libraries, and creative intelligence.
python cli open-source social-media reddit web-scraping data-collection tiktok ad-library social-media-research content-research
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Sep 10, 2026 - Python
facebook-ads facebook ad-library scraper apify actor nodejs proxy web-scraping data-extraction social-media marketing-tools ndjson standby-mode
nodejs scraper social-media facebook actor data-extraction facebook-ads ndjson marketing-tools standby-mode apify ad-library facebook-ads-scraper-pro
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Feb 25, 2026
A Python SDK for accessing Facebook's Ad Library, providing comprehensive insights into advertisements across Facebook's network of platforms.
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Jun 29, 2026 - Python
Scraper + app desktop da Biblioteca de Anúncios do Facebook/Meta, com pontuação de força dos criativos vencedores. Sem login, sem API paga.
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Aug 2, 2026 - 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.
marketing scraper osint web-scraping actor data-extraction advertising competitive-intelligence apify tiktok social-media-scraper tiktok-ads ad-library ad-intelligence tiktok-ad-library-scraper
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Jul 7, 2026
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.
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Jun 26, 2026 - TypeScript
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.
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Sep 10, 2026 - Python
Turn a Facebook Ad Library export into an HTML swipe file and CSVs (Python, stdlib only)
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Sep 10, 2026 - Python
🏦 AdVault — Facebook Ad Library Intelligence Pipeline | Extract, analyze & report ad spend, impressions & platform data at scale | Source code is private
python data-science automation google-sheets pandas web-scraping facebook-ads data-pipeline competitive-intelligence apify playwright supermetrics ad-library
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Feb 16, 2026
Facebook Ad Library MCP server for Claude Code and AI agents. Reads Meta's public ad data directly, so creative, spend ranges and run dates come back as structured records.
typescript mcp facebook-ads ai-agents claude playwright llm-tools ad-library model-context-protocol mcp-server claude-code meta-ad-library ad-intelligence competitive-research
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Sep 3, 2026 - TypeScript
Espia de anuncios de Facebook Ad Library con transcripcion local (Whisper), filtros por tiempo activo y seleccion por nicho. App local para marketers.
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Jul 3, 2026 - Python
n8n community node for the Apify Facebook Ad Library Scraper — pull active competitor Facebook and Instagram ads from the Meta Ad Library, no login.
marketing web-scraping facebook-ads apify n8n n8n-node ad-library n8n-community-node competitive-research
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Jun 12, 2026 - TypeScript
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.
python web-scraping competitive-intelligence chrome-devtools-protocol marketing-analytics creative-strategy meta-ads ad-library
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Aug 11, 2026 - Python
Build a searchable library of every ad you've run, in a spreadsheet, so anyone can find the creative behind a number.
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Sep 2, 2026
n8n community node for the Google Ads Transparency API (Apify-backed): pull an advertiser's ads with formats and run dates. Great for competitor ad research. Works as an AI Agent tool.
marketing web-scraping advertising apify n8n n8n-nodes n8n-node ai-tool ad-library n8n-community-node google-ads-transparency competitor-ads
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Jun 18, 2026 - TypeScript
Python examples: Facebook events, posts, pages, comments and Ad Library data with pandas, via Apify Actors (no login)
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Sep 10, 2026
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