The Meta Ad Library API is public, free, commercial-open — every brand's ads are visible. Google Ads Transparency Center is public web (no official API; scrape with `firecrawl-mcp`). This skill ships the queries, the scrape patterns, the categorization framework, and the output catalog for creative inspiration + competitive monitoring.
