Sprites MCP · Meta

Meta Ads MCP server: Facebook and Instagram campaigns from your AI agent

The Sprites MCP server connects Facebook and Instagram Ads to any MCP client. Ask about creative fatigue, an ad set stuck in learning or yesterday's ROAS and Sprites reads the live account; ask it to change something and it comes back as an approval card with the creative preview attached.

MCP server URLhttps://mcp.sprites.ai/mcp

6 doors · 13 agents

ClaudeSprites connected

Which Meta creatives are fatiguing?

Spritesanalyzerunning
SpritesMetaNeeds your approval
  • UGC — kitchen v2freq 4.8 · CTR −41%
  • Static — price anchorfreq 1.9 · CTR flat
  • Carousel — 5 SKUsfreq 6.1 · CPA +73%
2 of 38 ads are past the breakReplace

What Sprites does on Meta Ads

Every door runs the Meta Ads specialist, which reads the account itself. You do not brief it on which account, campaign or page you mean.

See fatigue before the CPA does

Frequency and the day a creative's CTR broke trend, per ad rather than per campaign.

Get new creative, not a brief

Hooks, headlines and image concepts drafted against what is already working, previewed in the real placement.

Untangle the ad sets

Learning-phase status, delivery issues and the targeting on every ad set, read side by side.

Watch the competition

Live ads from any advertiser in the Meta ad library, read as angles rather than screenshots.

Launch across placements

Campaign, ad sets, audiences and ads in one editable proposal, with the creative attached.

Reallocate on evidence

Move budget to the ad set that earns it, with the before-and-after stated in the card.

Official Meta Ads MCP vs open-source servers vs Sprites

Three ways to put Meta Ads behind Claude, ChatGPT or any other MCP client, and what each one can actually do.

Official Meta Ads MCP

Meta hosts its own Ads MCP server at mcp.facebook.com/ads, signed in with your Facebook Business login. It reports on campaigns, ad sets and ads and creates or edits them, along with catalogs, datasets and lift studies, with new campaigns created paused. It covers Meta, and only Meta.

Open-source servers

The best-known community server is pipeboard-co/meta-ads-mcp. Read-only exploration of a personal ad account is a fair use of it; once writes are involved, there is no shared approval gate or audit log in between.

Sprites MCP

Sprites reaches Meta beside Google Ads, LinkedIn, TikTok and Reddit on one endpoint. It drafts new creative previewed in placement, pulls live competitor ads from the Meta Ad Library, and stages every budget, targeting and status change as an editable approval card before it spends.

The full comparison is further down: Meta’s own server and running your own.

Meta Ads jobs to hand your agent

Start to finish, in any connected client: what you type, what Sprites does with it, and what comes back to approve.

  1. The Monday review

    YouWith Sprites, how did our Meta ads do last week, and what changed?

    Sprites does
    Reads spend, ROAS and CPA by campaign and ad set against the week before, then checks frequency and learning phase for the ones that moved.
    You get back
    A short read in the thread — what moved and why — with one or two proposed fixes as approval cards.
  2. Replace tired creative

    YouAsk Sprites which Meta ads are fatiguing and draft replacements.

    Sprites does
    Finds the ads past the break on CTR and frequency, reads what is still working, and drafts new hooks, headlines and images in that direction.
    You get back
    Replacement ads previewed in placement, and one approval that swaps them in for the tired ones.
  3. Launch a campaign

    YouUse Sprites to launch a Meta campaign for our fall sale at $80 a day.

    Sprites does
    Builds the campaign, ad sets, audiences and ads with creative attached, and checks the budget against any spend ceiling you have set.
    You get back
    One editable proposal. Change the audience, the copy or the budget in the card; nothing goes live until you approve.
  4. Competitor teardown

    YouWith Sprites, what is Gymshark running on Meta and what should we test?

    Sprites does
    Pulls their live ads from the Meta Ad Library, longest-running first, and reads the angles, offers and formats they keep paying for.
    You get back
    Their ads in the thread, and three test concepts drafted for your account.

Connect Meta Ads to your agent

One endpoint, five clients. Each guide is the exact path through that host's settings, the URL to paste, and the first prompt to run.

Your AI agent

Your ad accounts

ClaudeCursorCodexChatGPTGemini
Sprites
Google AdsMetaLinkedInTikTokReddit
Meta Ads MCP for Claude

The only host that draws the Sprites approval card in the chat, so you edit a budget or a headline in place and approve it without leaving the thread.

Approval card in the thread
Meta Ads MCP for ChatGPT

Developer mode gives ChatGPT full read-and-write MCP tools rather than the search-and-fetch pair the built-in connectors are limited to, and the Apps SDK renders the Sprites card in the thread.

Approval card in the thread
Meta Ads MCP for Codex

Marketing work that belongs in a commit: Codex can read the landing page it is about to ship and brief Sprites on the campaign pointing at it, in one session.

Results as text · approve in Sprites
Meta Ads MCP for Cursor

The campaign and the page it points at live in the same window: change the pricing copy, then have Sprites update the ads that quote it, without a second tool.

Results as text · approve in Sprites
Meta Ads MCP for Grok

Grok reads the live timeline, so the same thread that spots a trend can brief the campaign that rides it.

Results as text · approve in Sprites
Meta Ads MCP for Gemini

The account and the analytics are already Google: Gemini reads Google Ads and GA4 alongside Search Console without leaving the family it belongs to.

Results as text · approve in Sprites
Meta Ads MCP for GitHub Copilot

Marketing data inside the editor where the tracking code lives, so a conversion event can be checked against what GA4 actually recorded before the pull request is opened.

Results as text · approve in Sprites
Meta Ads MCP for Google Antigravity

One MCP configuration shared by the IDE, the CLI, the SDK and Antigravity 2.0, so the connector is added once and every surface has it.

Results as text · approve in Sprites
Meta Ads MCP for Lovable

What it builds can be shaped by what actually converts: a landing page written against the search terms that are really paying, rather than against a guess.

Results as text · approve in Sprites

Official Meta Ads MCP vs Sprites MCP

Yes, there is an official one: Meta runs its own MCP server at https://mcp.facebook.com/ads. Here is what each covers.

Meta hosts its own Ads MCP server as part of its ads AI connectors, alongside an Ads CLI for the terminal. You add it to ChatGPT, Claude or any MCP client as a custom connector and sign in with your Facebook Business login. It covers reporting, creating and editing campaigns, ad sets and ads, catalogs, datasets, A/B tests and conversion lift studies — on Meta, and only Meta.

Meta’s official Meta Ads MCP server compared with the Sprites MCP server
Meta officialhttps://mcp.facebook.com/adsSprites MCPapproval-gated
Endpointmcp.facebook.com/adsmcp.sprites.ai/mcp
ChannelsFacebook and InstagramMeta plus Google Ads, LinkedIn, TikTok, Reddit, GA4, Shopify, SEO and more — one connector
Setup in ChatGPTDeveloper-mode app, Facebook Business sign-inDeveloper-mode app, Sprites sign-in — Meta is connected once inside Sprites
WritesNew campaigns, ad sets and ads created paused; activation confirmed in your AI clientProposed as an editable card with before and after; applied only on approve
New creativeBuilds ads from creative you already haveDrafts hooks, headlines and image concepts, previewed in the placement
Competitor adsYour own ad accounts onlyLive ads from any advertiser in the Meta Ad Library
AnalysisInsights returned as data for the model to readA Meta specialist reads fatigue, frequency and learning phase before answering
Catalogs, datasets, lift studiesYes — its strongest groundNot the focus: campaigns, creative and budget are

If you only want to read Meta campaign data in ChatGPT, or you manage catalogs and lift studies, Meta’s official connector may be enough. Use Sprites when you run more than Meta, want new creative drafted rather than just managed, want competitor ads in the same thread, or need every write staged as an approval your team can see before it spends.

Why a connector like Sprites for Meta ads

The agent is the interface; the connector decides what it can see and what it is allowed to do. Six things change when that connector is Sprites.

Advice that sees every channel

A Meta-only connector can only ever answer with Meta. Sprites reads Meta beside Google Ads, TikTok, LinkedIn, Reddit, GA4 and Shopify, so it can say the next $1,000 earns more on Google search than on a tired prospecting ad set — and propose the move as one approval.

Every channel on one connector

No stake in your Meta budget

Meta earns more when you spend more on Meta. Sprites is priced per plan, not as a share of spend, so it earns the same whether it tells you to raise a budget, cut one, or move the money off Meta entirely.

See what competitors are running

Ask for any advertiser and Sprites returns their live Meta ads, longest-running first, read as hooks, offers and formats rather than screenshots — then drafts tests for your account from what is clearly working for theirs.

Browse the ads library

It makes the ads, not just the campaign

Hooks, headlines, primary text and on-brand images, generated from your brand kit and previewed in the real Feed, Stories and Reels placements. Campaign, ad sets, audiences and creative arrive as one proposal.

Connected the way Meta intends

Meta is connected once in Sprites through Meta’s own OAuth, with the standard ads scopes — ads_read, ads_management, business_management. No developer app, no system-user token pasted into a chat, and ChatGPT never holds a Meta credential. Calls are paced per ad account, so a busy agent cannot rate-limit you out of your own account.

Built so agents can’t do unsafe things

Safety lives in the harness, native to ads — not in a prompt the model can ignore. Sprites catches edits that would reset Meta’s learning, changes only what the live account allows, forecasts every budget move, and checks every number against your data. Nothing ships without your approval.

Safety built into the harness, native to ads

  • Protects the learning phase

    Sprites reads every ad set’s learning stage before it touches anything, and flags the edits that would throw Meta’s delivery algorithm back into learning — so a quick tweak never costs you a week of optimization.

  • Safe edits, on live state

    Every change is built from a fresh read of the account: which level owns the budget, which parent controls delivery, and whether Meta will accept the edit. No changes against a stale report, and a clear reason when an edit can’t be made.

  • Budget forecasting

    Every budget change is forecast into the month before you approve it, so you see exactly where it lands. Switch on an enforced ceiling and anything that would break it is refused in code.

  • Anti-hallucination

    Totals are computed in code and every figure is traced back to your account data. A number that doesn’t check out is withheld, not guessed.

  • Approval on every write

    Every change arrives with its before and after, editable in place, and applies only when you approve it — with a record of who approved.

  • Native Meta permissions

    Connected through Meta’s own OAuth with the standard ads scopes. Calls are paced per ad account so a busy agent never locks you out, and no credential ever enters the chat.

Prompts that work verbatim

Paste any of these into a connected client. Naming Sprites matters: without it, an agent will happily answer a Meta question from public data rather than from your account.

  • With Sprites, which Meta creatives are fatiguing and what should replace them?
  • Ask Sprites for 5 new hooks for our best-performing Instagram ad.
  • Use Sprites to compare Meta ROAS this month against last month by ad set.
  • Have Sprites check which of our Meta ad sets are stuck in learning.
  • With Sprites, show me what our top 3 competitors are running on Meta right now.

What it reads, and what it can change

Reads happen on request. Writes never happen unasked: every change to Meta Ads is proposed, editable, and applied only when you approve it.

What it reads

  • Campaigns, ad sets, ads, audiences and their status
  • Spend, ROAS, CPA, CTR, frequency and placement breakdowns
  • Creative assets and per-creative performance
  • Public competitor ads from the Meta ad library

What it can change

  • Create campaigns, ad sets, audiences and ads
  • Budgets, schedules, statuses and targeting
  • New creative, previewed in placement before anything ships

The doors behind it

  • analyze — ROAS, CPA, frequency and creative-level performance
  • create_creative — new hooks, headlines and image concepts, previewed in placement
  • optimize — fatigued creatives, stuck ad sets, budget reallocation
  • launch — campaign, ad sets, audiences and ads as one proposal
  • research — what rivals are running right now, from the ad library
  • change — a budget, a status, an audience, one card at a time

Running your own Meta Ads MCP server

Community Meta MCP servers exist and some are good. This is what the route costs, what it is genuinely good at, and the five things that end it — so the comparison is a decision rather than a pitch.

What you have to set up

  • A Meta developer app at developers.facebook.com with the Marketing API product added.
  • A user access token carrying ads_read, ads_management, business_management and read_insights. Tokens expire, which is the first problem rather than the last.
  • A community package configured with that token and an ad account ID.
  • An entry in the host’s MCP config pointing at the binary, and a restart before the tools appear.

What it is genuinely good at

  • Read-only exploration: pulling insights, listing entities, summarising a period.
  • One-off analyses such as which creative carried the lowest CPA over thirty days.
  • Drafting ad copy variants from ads that already exist.

What breaks under production load

(#17) User request limit reached

The Marketing API enforces per-user and per-app rate limits, and every tool call is a fresh HTTP request. An agent loop burns a day’s quota in minutes and then gives up mid-task.

Tokens expire after 60 days

Long-lived tokens can also be revoked when Meta sees anomalous activity. Every DIY setup therefore needs a manual refresh cadence that no marketing team maintains for long.

The complex operations are missing

Creating a campaign with custom audiences, uploading video creative and configuring Advantage+ Shopping all need endpoints community servers usually do not implement.

There is no approval step

A write endpoint called by a model goes live. For production spend on a channel that can deliver a budget in an hour, that is the whole risk in one sentence.

Nothing is logged where the team can see it

The server runs on one laptop. There is no shared record of what changed, no rollback surface, and no way for anyone else to answer "who did this".

Read-only exploration in a personal ad account is a fair use of a community server. The moment a write is involved, the absence of an approval gate and a shared audit log is not a gap you can close with care.

The servers people reach for: pipeboard/meta-ads-mcp.

Meta Ads MCP questions

Is there an official Meta Ads MCP server?

Yes. Meta runs its own Ads MCP server at mcp.facebook.com/ads, as part of its ads AI connectors. It covers Meta only: reporting, campaign and ad management, catalogs, datasets and lift studies. Sprites is a separate MCP server that reaches Meta plus Google, LinkedIn, TikTok, Reddit and SEO, drafts new creative, and stages every write as an approval.

Is it safe to let an AI agent manage my Meta ads?

With Sprites, the agent proposes and you decide. Every change arrives with its before and after and applies only when you approve it. Sprites checks the learning phase before an edit, forecasts every budget change against your ceiling, refuses an over-ceiling change in code when enforcement is on, and traces every number back to your account. The agent never holds a Meta credential.

Will Sprites push me to spend more on Meta?

No. Sprites is priced per plan rather than as a share of ad spend, and it reads your other channels too — so it is as likely to propose cutting a Meta budget, or moving it to Google or TikTok, as raising it.

Do I need a Meta developer app or a system user token?

No. You connect Meta once inside Sprites with OAuth; the MCP connector then acts on that connection. Your agent never sees a token.

Can it publish an ad without me seeing it?

No. Creative comes back as a preview in the real placement, editable, and ships only when you approve it.

Does it cover Instagram as well as Facebook?

Yes — both run on the same Meta ad account, and placements are read and set per ad set as normal.

Can I see competitor ads through it?

Yes. Sprites reads the public Meta ad library and returns live ads by advertiser, which is the same data behind the Sprites ads library.

What happens if the Meta connection expires?

The run parks rather than failing: Sprites tells your agent the channel needs reconnecting, and the same run resumes once you fix it, even if you fix it somewhere else.

The rest of the connector

One URL covers every channel. These are the ones most often used beside this page.

All channels
Google Ads

Live performance, search-term waste, campaign builds and budget moves — every write gated.

6 doors · 13 setup guides
LinkedIn Ads

Cost per lead by job function, ABM account lists, sponsored content that converts.

4 doors · 13 setup guides
TikTok Ads

CPA and CTR for every ad, the next creative batch, and spend moved before the CPA drifts.

5 doors · 13 setup guides
Reddit Ads

Community targeting, subreddit-native copy, and the ad groups spending without converting.

5 doors · 13 setup guides
Google Analytics 4

Ask GA4 a question and get the answer — including which channel actually caused it.

4 doors · 13 setup guides
PostHog

Funnels, retention and trends by campaign, read-only, beside the spend that bought them.

4 doors · 13 setup guides
SEO and Search Console

Keyword research, posts written into your CMS, and page edits that arrive as a diff.

4 doors · 13 setup guides
AI visibility (AEO)

Who gets cited by ChatGPT and Perplexity for your prompts, and the pages that change it.

4 doors · 13 setup guides
Shopify

SEO titles across the whole catalogue, collection pages, and product copy that ships on approval.

5 doors · 13 setup guides
Google Business Profile

Performance per location, the listings missing fields, and posts that keep the map pack.

4 doors · 13 setup guides
WordPress

Researched posts, page edits and metadata written into WordPress as drafts you approve.

6 doors · 13 setup guides
Webflow

Researched CMS posts, page metadata and copy edits, each an approval before it applies.

6 doors · 13 setup guides
Framer

Researched posts and SEO fields written into your Framer CMS, added after you approve.

6 doors · 13 setup guides
Zoho CRM

Pipeline and lead-source reporting beside ad spend, with approved lead, deal and note writes.

4 doors · 13 setup guides

More on Meta Ads and MCP

The guides written for this channel first, then the pages that answer what this one assumes: what the protocol is, how it differs from an API, and which servers are worth connecting at all.

Point your agent at Meta Ads

One URL, one sign-in, and the next Meta question you ask gets answered from the live account.