Meta Ad Scraper

by gooseworks-ai

Meta Ad Scraper is an Automation skill for Claude Code, published by gooseworks-ai in goose-skills.

1.1K stars199 forkson gooseworks-ai/goose-skillsAdded 2026/07/20+4% in starsRepository updated 2026/07/23

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claudeclaude-skillsclaudecodeclaudecode-skillscodexcursorgtmskills

Install in seconds

Install Meta Ad Scraper

Copy Meta Ad Scraper into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/gooseworks-ai/goose-skills/tree/main/skills/ads/capabilities/meta-ad-scraper ~/.claude/skills/meta-ad-scraper

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/gooseworks-ai/goose-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/ads/capabilities/meta-ad-scraper/SKILL.md in gooseworks-ai/goose-skills
Installs to: ~/.claude/skills/meta-ad-scraper
Collection: One of 51 skills cataloged from this repository
Category: Automation — 2226 skills

What Meta Ad Scraper does

Scrape competitor ads from Meta's Ad Library (Facebook, Instagram, Messenger, Threads, WhatsApp) by company name or page URL. Returns ad creatives, spend estimates, reach, and campaign details for competitive analysis.

Meta Ad Scraper is cataloged under Automation on DirSkills. Meta Ad Scraper comes from a repository tagged claude, claude-skills, claudecode, claudecode-skills and codex.

Documentation

README

Excerpt

Meta Ad Library Scraper

Scrape ads from Meta's Ad Library using the Apify apify/facebook-ads-scraper actor. Covers Facebook, Instagram, Messenger, Threads, and WhatsApp.

Quick Start

Requires APIFY_API_TOKEN env var (or --token flag). Install dependency: pip install requests.

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Meta Ad Scraper

What else does gooseworks-ai publish alongside Meta Ad Scraper?
Meta Ad Scraper is one of 51 skills that DirSkills catalogs from gooseworks-ai/goose-skills, the repository it ships in. Its siblings there include 3D Character Explainer Assembler, Ad Angle Miner and Ad Campaign Analyzer. Each one is a separate skill with its own page in this directory, installs the same way Meta Ad Scraper does, and is maintained by gooseworks-ai in that same repository. The rest of the collection is listed on the gooseworks-ai/goose-skills page.
How does Meta Ad Scraper compare to other Automation skills?
Meta Ad Scraper ranks #727 by stars among the 2226 Automation skills in this catalog. The most-starred ones next to it are Autonomous Loops, Autonomous Agent Harness and Automation Audit Ops. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Meta Ad Scraper against them. Open each page to compare what they document and how they install.