The best MCP server for Meta ad research depends on the question you want your AI to answer. The largest multi-platform ad library: Foreplay. The cheapest way into Meta ads: GetHookd or the open-source Facebook Ads Library server. The funnel behind the ad for e-commerce brands: the Sophistication MCP. Managing your own campaigns: Meta's own Ads MCP.
Claude
ChatGPT
MCP
Meta ads
I am the founder of Sophistication, so one of the six servers below is mine. I have tried to write this the way I would want a competitor to write about us: prices and features taken from each vendor’s own pages on 11 November 2026, the gaps of my own product named, and a recommendation by fit instead of a ranking where we happen to win every row.
Price for MCP access, taken from each vendor's own pages on 11 November 2026. Prices change.
Two kinds of ad MCP that get mixed up
Most “best MCP for Meta ads” lists put two different tools in one table.
A serious setup uses one of each, in the same chat. This article is about the second kind, with Meta’s own server included so the difference is clear. If the term itself is new to you, read what an MCP server is first.
The six servers, side by side
| Server | What it reads | Platforms | Price for MCP access | Setup |
|---|---|---|---|---|
| Sophistication MCP | Ads, the landing pages behind them, the funnel steps up to the checkout, the offer on each page | Meta (DACH, UK, US e-commerce brands) | Every plan, from 97 EUR per 4 weeks; 7-day trial | Address plus sign-in, no key |
| Foreplay MCP | Ads, brand creatives, landing pages and offers by domain, watchlists, your boards | Facebook, Instagram, TikTok, YouTube, LinkedIn | Workflow plan, 175 USD a month (149 on annual billing) | Address plus sign-in, no key |
| GetHookd MCP | Ads, hooks, headlines, brand information | Facebook and Instagram | Every annual plan (from 19 USD a month); monthly from the Team plan at 79 USD | API token |
| Trendtrack MCP | Meta ads, shops and products, a TikTok creative library, tracked brands | Meta, TikTok | Credits per returned row (1.5 per Meta ad, 4 per shop) | Address plus sign-in; Public API access must be on |
| Facebook Ads Library MCP (open source) | A brand’s current ads from Meta’s Ad Library, with image and video analysis | Meta | Free code (MIT); the ScrapeCreators API behind it costs about 1.88 USD per 1,000 calls after 100 free credits | Self-hosted, your own API keys |
| Meta Ads MCP (official) | Your own campaigns, catalogs, signals and tests | Meta, your account only | No price published | Address plus Meta sign-in |
Where a vendor’s page did not state something, I left it out instead of guessing. Prices change; the pages I read are listed at the end.
Foreplay MCP
Foreplay is the best-known ad library among creative teams, and its MCP reflects that: ad search by niche, format, language and running time across Facebook, Instagram, TikTok, YouTube and LinkedIn, a brand’s active creatives, “domain intelligence” that ties ads, hooks, landing pages and offers to a website, its Spyder watchlists and your own boards.
It is the broadest of the six. If your team already saves ads in Foreplay, or you advertise on TikTok and YouTube as much as on Meta, this is the natural choice. The cost is the entry point: MCP access is listed on the Workflow plan at 175 USD a month (149 on annual billing) and on Agency, not on the 59 USD Basic plan.
GetHookd MCP
GetHookd is a Facebook and Instagram ad library with a claim of more than 22 million active ads, and it is the cheapest paid route in this list: MCP and API access come with every annual plan, starting at 19 USD a month, and with the Team (79 USD) and Agency (129 USD) plans on monthly billing. Setup uses an API token that you paste into your client.
It fits a solo media buyer who wants a large Meta library in Claude for little money. It is ads first: hooks, headlines and creatives are its centre, and its own homepage says TikTok is not covered today.
Trendtrack MCP
Trendtrack comes from the product research side. Its MCP reads Meta ads, but also shops and products (including a lookup of a shop from a product picture) and a TikTok creative library with ads and organic videos. It can also manage tracked brands when you allow the write permission.
Pricing works through credits per returned row, for example 1.5 for a Meta ad and 4 for a shop or product, so heavy research has a meter running. It fits dropshippers and brands that hunt for products and shops as much as for ads.
Facebook Ads Library MCP (open source)
This is a free, MIT-licensed server on GitHub that looks up a brand in Meta’s Ad Library, returns its current ads and can analyse the images and videos. You run it yourself (Python, Docker or a hosted deploy) and bring your own keys: a ScrapeCreators key for the data, at about 1.88 USD per 1,000 calls after 100 free credits, and optionally a Gemini key for video analysis.
It fits developers and anyone who wants to pay only for what they use. What you give up is everything a stored library adds: history, running time across brands, labels, landing pages and offers. It answers “what is this brand running now”, one brand at a time.
Meta Ads MCP (official)
Meta’s own server manages your Meta ads from an AI agent: reporting, creating and editing ads, catalogs, signals and datasets, A/B tests and activity logs. Its documentation describes your own account only and does not mention the Ad Library or other advertisers’ ads.
Use it for campaign work. Do not expect competitor research from it.
Sophistication MCP
Ours is the narrowest of the six and the deepest on one thing: what happens after the click.
For Meta ads of e-commerce brands in Germany, Austria, Switzerland, the UK and the US, it returns the page each ad lands on, its type (advertorial, listicle, quiz, product page), the pages behind it up to the checkout and the offer read from each page: price, bundle, discount, guarantee. On top of that it labels niches and funnel stages, shows a brand’s creative tests (the ads started on one day and which survived) and has a niche overview that tells your AI what is working in a category before it opens a single brand. Thirteen tools; the full list is on the MCP page.
What it does not do, plainly: no TikTok, YouTube, Google or LinkedIn ads. Three markets. A library built around direct-response e-commerce, so a B2B software brand is probably not in it. It is stored data with a read date, not a live feed. And it cannot touch your ad account.
It is included in every plan from 97 EUR per 4 weeks and in the 7-day trial, with 500 tool calls a day per workspace. The plan also includes Funnel Intel in the app and the page builder.
Which one should you connect?
Two research servers in one chat also work. They read different libraries, and an assistant can use both. What to do with a research server once it is connected is in how to turn Claude or ChatGPT into a creative strategist.
Pages checked for this comparison
All read on 11 November 2026: Foreplay’s MCP page and pricing page; GetHookd’s homepage and pricing section; Trendtrack’s Claude integration docs; the Facebook Ads Library MCP repository on GitHub; Meta’s Ads MCP server overview; and our own MCP page and pricing.
FAQ
What is the best MCP server for Meta ad research?
There is no single best one. Foreplay covers the most platforms, GetHookd is the cheapest paid Meta library, the open-source Facebook Ads Library MCP costs only its API calls, and the Sophistication MCP is the one that returns the landing pages, funnel steps and offers behind e-commerce ads. Pick by the question you want answered.
Can Meta’s official Ads MCP show me competitor ads?
Its documentation describes managing your own ads: reporting, creation, catalogs, signals and tests. It does not mention the Ad Library or other advertisers. For competitor research you need a server that reads stored Ad Library data.
Which MCP is best for creative strategy?
Creative strategy needs more than a list of ads: which ads keep running, where they send people and what the offer is. Foreplay and the Sophistication MCP both return landing pages and offers; ours follows the funnel past the first page and is limited to Meta and e-commerce, theirs is broader across platforms.
Do I need a paid plan to use an ad research MCP?
For the hosted ones, yes, though most have a 7-day trial. The open-source Facebook Ads Library MCP is free code, but the data API behind it is paid after 100 free credits.
Can I use two ad MCP servers at once?
Yes. Claude and ChatGPT can hold several connectors in one chat. A common pair is a research server for the market and Meta’s Ads MCP for your own account.
