Facebook Ads Library MCP

Competitor research usually stalls at the point where the ads are images and video rather than text. This server resolves a brand name to a Meta platform id, pulls the ads currently running on that page, and then analyses the creative itself: visual elements, on-image text, colour and composition for stills, and a separate path for video. The batching tool is the part worth noting, because analysing videos one at a time floods the context window; sending several in a single call is what makes a multi-brand comparison affordable. Analysed media is cached and searchable afterwards by brand, colour or media type. Self-hosting needs ScrapeCreators and Gemini keys; the hosted option needs neither.