meta-ad-scraper
Scrape competitor ads from Meta's Ad Library (Facebook, Instagram, Messenger, Threads, WhatsApp). Search by company name, Facebook Page URL, or keyword. Returns ad creatives, spend estimates, reach, impressions, and campaign details.
Install / Use
npx skills add gooseworks-ai/goose-skills --skill meta-ad-scraperInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
CommunicationSupported Platforms
Our assessment of meta-ad-scraper
meta-ad-scraper scores 85/100 on our quality scale, 248th of 387 Communication skills we index.
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 1,222 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 8 days ago, so meta-ad-scraper is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
meta-ad-scraper compared with similar skills
All 4 of these similar skills score higher than meta-ad-scraper; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| meta-ad-scraper (this skill)by gooseworks-ai | 85 | 1.2k | 8d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 87.2k | 16d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 74.2k | today | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 84.9k | today | MCP Server |
| crawl4aiby unclecode | 100 | 84.6k | 6d ago | MCP Server |
Frequently asked questions
- How do I install meta-ad-scraper?
- Run
npx skills add gooseworks-ai/goose-skills --skill meta-ad-scraper. The install tabs above show the steps for each supported agent. - Which AI agents does meta-ad-scraper work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is meta-ad-scraper safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is meta-ad-scraper still maintained?
- The repository was last updated 8 days ago, so meta-ad-scraper is actively maintained.
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crawl4ai
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.