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).
Unified OSINT Python toolkit for public ad libraries & ad-transparency centers: Meta/Facebook, TikTok, Google, LinkedIn, Snapchat, X
TikTok Ad Library scraper (Playwright, Selenium, Puppeteer, or the 2Captcha Scraping Browser API via CDP) — EU ads, advertisers, creatives, run dates, audience reach
Local-first Python CLI for social media research across 26 platforms: public content, communities, creators, trends, ad libraries, and creative intelligence.
Scraper + app desktop da Biblioteca de Anúncios do Facebook/Meta, com pontuação de força dos criativos vencedores. Sem login, sem API paga.
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
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.
A Python SDK for accessing Facebook's Ad Library, providing comprehensive insights into advertisements across Facebook's network of platforms.
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Claude marketing skills: AI agents for marketing in Claude Code. Competitor research, ad libraries, Ahrefs SEO, GA4, funnel screenshots, ad images, motion videos and a copy critic. Free Claude Code plugin, MIT.
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.
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.
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.
Python-based LinkedIn Ad Intelligence tool that crawls the LinkedIn Ad Library, extracts ad creatives and metadata, enriches images using Gemini API, and generates ready-to-use dashboards for brand and competitor insights.
Research public Meta ads with SearchApi. Compare creatives, save competitors, and organize ad references in a local app.
Turn a Facebook Ad Library export into an HTML swipe file and CSVs (Python, stdlib only)
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