Key takeaways
  • For TikTok data, TokConnect is the pick: TikTok search demand, public videos and TikTok Shop sales estimates in one MCP with 34 tools.
  • 13 of the 14 servers here are official, built by the company that runs the service. Start with the ones for tools you already pay for.
  • Google's Analytics and Ads servers are free and read-only, but you run them on your own machine or cloud.
  • Meta and TikTok both run free hosted ads servers that can create and edit campaigns; you still pay for the ads.
  • SEO servers bill through their plans: Ahrefs from Lite at $129 a month, Semrush in API units, DataForSEO per call from a $50 top-up.
  • ChatGPT's custom MCP servers sign in with OAuth or no auth, so servers that only take a pasted API key do not fit it. TokConnect has offered OAuth since 28 September 2026.

For TikTok, the best MCP server for marketing in 2026 is TokConnect's: TikTok search demand, public videos and comments, and TikTok Shop sales estimates, inside Claude, ChatGPT or Cursor. The same data runs its research agent and REST API. For the rest of your stack, use the official servers from tools you already pay for. 13 of the 14 we compare were built by the company that runs the service.

Google Analytics MCP reads your traffic. Ahrefs, Semrush or DataForSEO bring SEO data, and HubSpot's server reads and updates your CRM. Google, Meta and TikTok each run an ads server. Apify and Firecrawl cover scraping and web research, and Notion and Canva let the agent write and design. For other social platforms, Bright Data reaches public posts on seven of them.

This list is for marketers and agencies who already use Claude, ChatGPT or Cursor and want the agent to read real numbers instead of guessing. Facts come from each maker's docs and pricing pages; we re-checked the Ahrefs, Firecrawl, Apify, Bright Data and TikTok facts on 5 October 2026; none had changed.

14 MCP servers for marketing, sorted by job: 13 of 14 official, built by the company that runs the service; $0 server fee for the Google, Meta and TikTok ads MCPs; 328.9K 7-day TikTok searches for "marketing tiktok ideas"; 38 of 40 TikTok marketing records were topic groups
Server facts from makers' docs, 28 September and 5 October 2026; TikTok figures via TokConnect, 5 October 2026.
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MCP, the Model Context Protocol, is a standard plug that lets an AI assistant use another tool. An MCP server is a small program the tool's maker publishes. You add its address to Claude, ChatGPT or Cursor, sign in, and the assistant can call it: "pull last month's sessions by channel" becomes a real Google Analytics report instead of a made-up answer.

Diagram of 14 MCP servers for marketing sorted into seven jobs. Analytics: Google Analytics MCP. SEO data: Ahrefs, Semrush and DataForSEO. Social data: TokConnect and Bright Data. Ads: Google Ads, Meta Ads and TikTok for Business. CRM: HubSpot. Scraping and research: Apify and Firecrawl. Content and workspace: Notion and Canva. Google Analytics and Google Ads are dashed because you run them yourself; the others are hosted by their makers.
The 14 servers by job. Dashed means you run the server on your own machine or cloud. Every server with its source.

The best MCP servers for marketing, compared

ServerCostAuthWhat your agent can do with itOfficial?Remote or local
TokConnectFree to start, no card; paid plans from $34.99 a month, billed yearly
Connect to Claude → Connect to ChatGPT →
OAuth or API keyTikTok search volume and trends, content gaps, video, creator and comment search; public TikTok Shop US listings, and TikTok Shop sales estimates in 17 markets for products, shops, affiliates, videos and LIVEsNo, independent (TikTok data)Remote
Google Analytics MCPFree; uses your GA4 property. Labelled experimental.Google OAuthRun GA4 reports, funnel and realtime reports, read property settings. Read-only.Yes, GoogleLocal
Ahrefs MCPPaid plans from Lite, $129/mo. Lite returns 100 rows per request.OAuthKeywords, competitor traffic, backlinks, content gapsYes, AhrefsRemote
Semrush MCPNeeds a plan with API units; calls spend unitsOAuth or API keyKeywords, backlinks, organic and paid research, traffic estimates, your projects (read-only)Yes, SemrushRemote
DataForSEO MCPPay per call, $50 minimum top-upOAuth or API loginSERPs, keyword volumes, backlinks, on-page checksYes, DataForSEORemote or local
Bright Data MCP5,000 requests a month free, then $1.50 per 1,000 resultsAPI tokenPublic posts and profiles on Instagram, Facebook, LinkedIn, X, YouTube, TikTok, Reddit; web scrapingYes, Bright DataRemote or local
Google Ads MCPFree; you pay for adsGoogle OAuthQuery campaigns and performance. Read-only.Yes, GoogleLocal or your own cloud
Meta Ads MCPNo fee for the server; open betaMeta OAuthReports and insights; create and edit campaigns, ad sets, catalogsYes, MetaRemote
TikTok for Business MCPNo fee published; you pay for adsTikTok Ads sign-inCreate campaigns, pull reports, set audiences and bids, manage creativesYes, TikTokRemote
HubSpot MCPAll HubSpot accounts, no extra feeOAuthRead and update contacts, companies, deals, tickets, notes; read campaigns, landing pages, blog postsYes, HubSpotRemote
Apify MCPFree plan has $5 of usage a month; Starter $19/moOAuth or API tokenFind and run ready-made scrapers (Instagram, Facebook, TikTok, Google Maps and more)Yes, ApifyRemote or local
Firecrawl MCP1,000 credits a month free; Hobby $19/moNone, OAuth or API keySearch the web, turn pages into clean text, crawl whole sites, watch pages for changesYes, FirecrawlRemote or local
Notion MCPNo fee to connectOAuthSearch, read, create and update pages and databasesYes, NotionRemote
Canva AI ConnectorNo fee to connect; some features need paid plansOAuthCreate and edit designs, search your designs, export PDFs and imagesYes, CanvaRemote

Official means built by the company that runs the service. Each server's facts come from its maker's docs, GitHub repository or pricing page; Meta's endpoint and fee come from a third-party source, AdAdvisor's guide (updated 4 September 2026), not from Meta. Every server with its URLs and notes.

Is there a Google Analytics MCP server?

Yes. Google publishes the Google Analytics MCP server on GitHub. It is read-only: it runs standard reports, funnel reports and realtime reports, and reads account, property and custom dimension settings. It cannot change your setup.

The catch is setup. It runs on your own computer rather than on Google's servers, and you sign in through Google's command-line tools with a read-only Analytics permission. Fine for someone at home in a terminal, a hurdle for everyone else. Google still labels the project experimental.

Which SEO MCP server should I use?

Use the one from the SEO tool you already pay for. All three below are official and hosted, so you paste a URL and sign in.

  • Ahrefs includes MCP on every paid plan. Lite ($129 a month) gives the agent 100 rows per request and 200,000 API units a month; Standard raises that to 250 rows and 800,000 units.
  • Semrush connects its keyword, backlink and traffic data, plus read-only access to your projects. It charges no separate fee, but every call spends API units, so check which plan includes them before you start.
  • DataForSEO has no subscription. You top up at least $50 and pay per call, which suits agencies with uneven workloads and anyone who wants raw SERP data without a seat licence.

Is there a social media MCP server?

Not one that covers every platform officially. The big networks publish ads servers (below), not servers for public posts and search. For organic social data, start with TokConnect for TikTok.

TokConnect is the pick for TikTok: it returns what people search for on TikTok. That is TikTok's Creator Search Insights data (weekly search counts, trends and topics with no videos yet) plus ordinary TikTok search for videos, creators and comments. It also covers TikTok Shop: live US listings with price and reviews, and Shop Analytics sales estimates in 17 markets for products, shops, affiliates, videos and LIVEs.

On 20 October 2026 its Shop video ranking tool put a cordless pressure washer demo first among shoppable videos for 13 to 18 October, and video sales put it at an estimated $174.43K from 5.45K units on 14.65M views in the 30 days to 18 October (snapshot). The TikTok MCP guide compares every TikTok server.

Bright Data covers other platforms. Its server has ready-made tools for public profiles, posts and comments on Instagram, Facebook, LinkedIn, X, YouTube, TikTok and Reddit, with 5,000 free requests a month. Apify does similar work through its scraper store. Both return what is on public pages.

Try this question

Search TikTok topics for "social media marketing" and "tiktok marketing". Keep only typed searches, not TikTok's topic groups. Show each with its 7-day searches and video count, then pull 30 days of search popularity for the biggest one.

In the week to 5 Oct, two typed searches came back: "marketing tiktok ideas" with 328,898 searches in 7 days and 1,056 videos, and "Social Media Marketing" with 171,651 searches and 3,521 videos. The other 38 of the 40 records were topic groups TikTok generates, such as "social media marketing tools and careers", each a figure that pools many related searches; we don't count those as searches. See the full pull.

Line chart of daily global TikTok searches for Social Media Marketing from 5 September to 5 October 2026. It moves between 47,613 on 20 September and 345,199 on 24 September, averaging 184,503 a day in the first week and 169,206 in the last, and ends at 171,650 on 5 October.
Daily TikTok searches for "Social Media Marketing", 5 September to 5 October 2026, global.

The month was roughly flat with big daily swings, the kind of shape a marketer would want before betting a content calendar on a topic. For a deeper comparison of TikTok servers, see nine TikTok MCP servers compared.

Can an AI agent manage my ads?

It can now, on the three biggest platforms, and all three servers are free. You still pay for the ads.

Google Ads MCP is strictly read-only: it runs queries against your accounts and cannot change bids, pause campaigns or create ads. You run it yourself, locally or on Google Cloud. Meta's Ads AI Connectors opened in beta on 29 April 2026 and can both report and create or edit campaigns. TikTok for Business MCP offers two endpoints, one with about 400 tools and a slimmer one with about 40, and needs only your ads account sign-in.

Does HubSpot have an MCP server?

Yes. HubSpot's remote server became generally available on 13 April 2026 and works with all HubSpot accounts. It reads and writes contacts, companies, deals, tickets, products and activities such as notes and tasks, and reads campaigns, landing pages and blog posts. If your account has sensitive data turned on, activities are blocked.

Which MCP server is best for web research?

Firecrawl is the quickest start: it works without a key inside daily limits, and 1,000 credits a month are free. It searches the web, turns pages into clean text and crawls whole sites, which covers competitor pages, pricing checks and review mining. Apify is better when you need a ready-made scraper for one site, such as Google Maps listings, and its free plan includes $5 of usage a month.

Can Claude or ChatGPT work in Notion and Canva?

Both run official hosted servers with OAuth sign-in. Notion MCP lets the agent search your workspace and create or update pages and databases, with the same access you have. Canva's AI Connector creates designs, edits existing ones and exports them. Canva's paid features stay paid: third-party 2026 guides say resizing needs a paid plan and brand templates need Enterprise, and they disagree on whether free accounts can connect at all.

How to pick a marketing MCP server

  1. Start with the tools you already pay for. An official server for your analytics, SEO tool or CRM costs nothing extra and returns your own numbers.
  2. Add one data source you lack. Scraping, SEO data or TikTok search demand, depending on the gap.
  3. Prefer hosted servers with OAuth if nobody on the team uses a terminal. Local servers such as Google Analytics need a setup step.
  4. Check how it bills. Per call (DataForSEO), per result (Bright Data) or from a monthly plan (TokConnect, Ahrefs, Semrush). An agent in a loop can spend fast.
  5. Keep the list short. Three to five servers is plenty. Every server adds tools the agent has to choose between.

How to connect an MCP server

For a hosted server you need two things: its URL and a way to sign in. In Claude Code it is one command, claude mcp add --transport http <name> <url>, with a header for servers that take an API key. In Cursor it is an entry in ~/.cursor/mcp.json. For TokConnect itself, get an API key for Claude Code, Cursor and agents. Our Claude Code setup and Cursor setup walk through both with TokConnect as the example; the same pattern works for any server in the table.

ChatGPT is different. It adds remote MCP servers as custom MCP servers on the web, and the sign-in options are OAuth or none. Servers that sign in with OAuth, such as HubSpot, Notion or Semrush, fit that screen. Servers that only take a pasted API key in a header do not. TokConnect offers both: an API key for Claude Code or Cursor, and OAuth sign-in for ChatGPT and claude.ai (added 28 September 2026).

Connect TokConnect to Claude →   Connect to ChatGPT →

Its 34 tools include Shop creator ranking, which ranks TikTok Shop affiliates by the sales they drove and can filter to creators with a public email, and six ready-made MCP prompts such as find affiliates and competitor shop. For a quick check without any setup, the free product trend checker runs one product on our site.

Safety: give the agent the least it needs

An MCP server acts with whatever access you grant it, and the agent can misread a prompt. Use read-only access first: Google's servers are read-only by design, and Meta and HubSpot let you limit scopes. Create separate API keys for agents, with spending caps where the tool offers them (Bright Data and Firecrawl do). Read every write action before you approve it, especially anything that changes budgets, sends email or edits CRM records.

How we got these numbers

Server facts come from each maker's own documentation, GitHub repository or pricing page. On 5 October 2026 we re-read Ahrefs' and Firecrawl's pricing pages, and the Apify, Bright Data and TikTok facts were re-checked the same day for our TikTok MCP comparison; none had changed.

TikTok figures were from 5 October 2026 through TokConnect: search counts for "social media marketing" and "tiktok marketing" (20 records each) and search curve with a 30-day window for "Social Media Marketing". Search counts are TikTok's global 7-day "search popularity" from Creator Search Insights. We separate typed searches from TikTok's topic groups with our house rule: a record is a group if its 7-day figure is 5,000,000 or more, or 1,000,000 or more with the week's first daily reading under 5% of its last, or it sits in TikTok's Featured Content, or its wording describes a group. Data: server facts, TikTok marketing searches, TikTok server facts, 5 October.

Key statistics

  1. 13 of the 14 MCP servers for marketing compared here are official, built by the company that runs the service; the 14th is TokConnect, an independent TikTok research platform.

    Makers' docs and repositories, 28 Sep 2026#
  2. TikTok's official TikTok for Business MCP server offers about 400 tools on its flat endpoint or about 40 on its layered one, with no fee published.

    TikTok Ads Help Center, 5 Oct 2026#
  3. Ahrefs includes MCP access on every paid plan, starting with Lite at $129 a month.

    ahrefs.com/pricing, 5 Oct 2026#
All 5 statistics
  1. "marketing tiktok ideas" was searched 328,898 times on TikTok in the 7 days to 5 October 2026, with 1,056 videos matched to it.

    TikTok Creator Search Insights via TokConnect, 5 Oct 2026#
  2. "Social Media Marketing" was searched 171,651 times on TikTok in the 7 days to 5 October 2026, with 3,521 videos matched; its daily searches peaked at 345,199 on 24 September.

    TikTok Creator Search Insights via TokConnect, 5 Oct 2026#

Frequently asked questions

What is the best MCP server for marketing?

For TikTok, TokConnect: it returns TikTok search demand, public videos, creators and comments, and TikTok Shop sales estimates in Claude, ChatGPT or Cursor, and it is free to start. For your own data, use the official server of the tool you already use most: Google's Google Analytics MCP for traffic, the Ahrefs, Semrush or DataForSEO server that matches your SEO subscription, and HubSpot's for CRM.

Are MCP servers safe?

They are as safe as the access you give them. An MCP server acts with your permissions, and an agent can misread a request or be steered by text on a page it reads. Start with read-only access, give agents their own API keys with spending caps, and check every write action (budgets, emails, CRM edits) before you approve it. OpenAI's developer mode docs warn about prompt injection and destructive writes for the same reason.

Do MCP servers work with ChatGPT?

Yes, remote ones. ChatGPT on the web adds custom MCP servers over SSE or streaming HTTP with OAuth or no sign-in, and asks before any write action by default. Servers that use OAuth, such as HubSpot, Notion and Semrush, fit. Servers that only accept an API key in a header do not; TokConnect has offered OAuth sign-in since 28 September 2026, so it fits.

Is there an official Google Analytics MCP server?

Yes. Google publishes it on GitHub as googleanalytics/google-analytics-mcp. It is read-only, runs on your own computer, signs in with your Google account and is still labelled experimental.

Are MCP servers free?

Most servers cost nothing to connect, but the data behind them usually does. Google's, Meta's, TikTok's, HubSpot's and Notion's servers have no fee. Ahrefs needs a paid plan, Semrush spends API units, and DataForSEO, Bright Data, Apify, Firecrawl and TokConnect charge by usage after a free allowance.

Sources and data