Use when asked what competitors are advertising on Meta, to research ads by keyword or Facebook page, to build a swipe file, or to analyze a specific ad found in the public Meta Ad Library. Covers the scrape-poll-read sequence through the adslibrary tools, what it costs and how to avoid paying twice, and how to read a…
Use when reviewing, comparing or critiquing Meta ad creatives — images, carousels, copy, hooks, offers and calls to action — or when asked why one ad outperforms another and what to test next. Covers how to actually look at a creative through this MCP, the rubric to judge it by, and how to write a review someone can…
Use when working with Meta (Facebook/Instagram) ads through the meta-ads-mcp server — reading accounts, campaigns, ad sets, ads, creatives, insights, audiences, rules or WhatsApp Business, and whenever you need to pick the right tool out of the 142 this server registers. Covers which tool answers which question, what…
Use when a Meta ad's video needs to be watched, described, scored or compared — your own ads or ones scraped from the Ad Library. Covers how to get the video in a form your model can actually ingest (keyframes, the MP4 itself, or a server-side Gemini read), how to judge a hook and a retention curve, and what the video…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: