19 marketing MCP servers, compared (2026)
We checked the MCP servers that 18 marketing automation and customer engagement vendors publish, from Customer.io, Braze and Klaviyo to OneSignal and Resend. Fourteen host theirs behind an OAuth sign-in, and fourteen have a tool that can send a message, four of them only once you enable it. fromHello's server has 59 tools, and none sends a message.
Key takeaways
Fourteen of the 18 vendor servers have a tool that sends or launches a message. Customer.io, Braze, Iterable and Sequenzy keep it off until you add a scope, join a beta, set a flag or pick a preset.
Fourteen are hosted servers you sign in to with OAuth, so an agent works within your own permissions. Brevo and Mailchimp Transactional take an API key; Iterable and Postmark run on your machine.
Safeguards differ more than tool lists: read-only switches at Klaviyo, PostHog and Iterable, no user-level data at Braze, a confirm token for PostHog's batch sends, and tool flags that let your client ask before a send at Postmark, Kit and OneSignal.
A search of the official MCP Registry for Klaviyo or HubSpot returns only third-party servers, so check who publishes a server before you give it a key.
Side by side
One row per server, in the order of the cards below. Campaigns covers journeys, flows and workflows; templates covers message content. Changes means the server can create or edit; reads means it can only view.
| Vendor | Server | How you connect | What it can read and change | Sends a message? | Safeguards documented | Checked | Source |
|---|---|---|---|---|---|---|---|
| Customer.io | Official | Remote (OAuth) | Changes: segments, campaigns, templates, contacts. Reads: analytics. Drafts unless an admin allows live edits. | Opt-in: with the write:live scope, once an admin allows live edits | Read-only by default; separate write, send and configure scopes; dry runs | 12 Oct 2026 | docs.customer.io (opens in a new tab) |
| Braze | Official | Remote (OAuth) | Changes: templates. Reads: segments, campaigns, analytics. Campaign and segment writes need beta programs. | Opt-in: launch_campaign, in the campaign APIs beta | Your dashboard permissions; no tools that return user-level PII | 12 Oct 2026 | braze.com (opens in a new tab) |
| Iterable | Official, beta | Local (API key) | Changes: segments, campaigns, templates, contacts. Reads: analytics. Writes and user PII are opt-in, key by key. | Opt-in: a per-key sends flag, off by default | Read-only by default; PII, writes and sends are per-key flags | 12 Oct 2026 | github.com (opens in a new tab) |
| Klaviyo | Official | Remote (OAuth); local (API key) | Changes: segments, campaigns, templates, contacts. Reads: analytics. | Yes: send_campaign, to the campaign's audience | Read-only switch; scope filters; Owner, Admin or Manager role | 12 Oct 2026 | developers.klaviyo.com (opens in a new tab) |
| HubSpot | Official | Remote (OAuth) | Changes: segments, campaigns, templates, contacts. Reads: analytics. Email drafts only; workflows aren't listed. | No: marketing emails stay drafts | User permissions; scopes granted at install; Sensitive Data blocks activities | 12 Oct 2026 | developers.hubspot.com (opens in a new tab) |
| ActiveCampaign | Official | Remote (OAuth) | Changes: segments, templates, contacts. Reads: campaigns, analytics. Reads campaigns and edits their message content. | No: it can add a contact to an automation | A private URL per account; sign-in and approval | 12 Oct 2026 | developers.activecampaign.com (opens in a new tab) |
| Brevo | Official | Remote (API key) | Changes: segments, campaigns, templates, contacts. Reads: analytics. | Yes: SMS and WhatsApp campaigns | A dedicated MCP token; single-module endpoints | 12 Oct 2026 | developers.brevo.com (opens in a new tab) |
| Loops | Official | Remote (OAuth) | Changes: segments, campaigns, templates, contacts. | Yes: published transactional emails | Sign-in with your Loops account (OAuth) | 12 Oct 2026 | loops.so (opens in a new tab) |
| Sequenzy | Official | Remote (OAuth); local (API key) | Changes: segments, campaigns, templates, contacts. Reads: analytics. | Opt-in: a sender preset; the default preset can't deliver | The default preset can't send, delete or create keys | 12 Oct 2026 | docs.sequenzy.com (opens in a new tab) |
| Kit | Official | Remote (OAuth) | Changes: segments, campaigns, contacts. Reads: templates, analytics. | Yes: broadcasts, with a confirmation | Tool annotations; confirmation for sends and deletes; a rate limit | 12 Oct 2026 | developers.kit.com (opens in a new tab) |
| Resend | Official | Remote (OAuth or API key); local (API key) | Changes: segments, campaigns, templates, contacts. | Yes: emails and broadcasts | OAuth sign-in or an API key; file access limits on the local server | 12 Oct 2026 | resend.com (opens in a new tab) |
| Postmark | Official, by ActiveCampaign | Local (API key) | Changes: templates. Reads: analytics. Transactional email; no contacts or campaigns. | Yes: single and batch sends | Read-only and destructive annotations; one server token | 12 Oct 2026 | github.com (opens in a new tab) |
| Mailchimp Transactional | Official | Remote (API key) | Changes: templates. Reads: analytics. Transactional email; no contacts or campaigns. | Yes: through the API, as Mailchimp's own example shows | The API key's permissions; an AI Agents permission group | 12 Oct 2026 | mailchimp.com (opens in a new tab) |
| OneSignal | Official, open beta | Remote (OAuth) | Changes: segments, templates, contacts. Reads: campaigns, analytics. Reads past messages; sends through send_message. | Yes: push, email or SMS | Sends flagged high-impact; targeting validated; rate limits | 12 Oct 2026 | documentation.onesignal.com (opens in a new tab) |
| Knock | Official | Remote (OAuth or API key) | Changes: campaigns, templates, contacts. Reads: analytics. | Yes: by triggering a workflow | Capabilities chosen at sign-in; no delete tools | 12 Oct 2026 | docs.knock.app (opens in a new tab) |
| Intercom | Official | Remote (OAuth or API key) | Reads: contacts. Also writes Help Center articles and internal notes. | No: notes stay internal | OAuth consent screen; scoped tokens; notes never reach customers | 12 Oct 2026 | developers.intercom.com (opens in a new tab) |
| PostHog | Official | Remote (OAuth or API key) | Changes: segments, campaigns, templates, contacts, analytics. Cohorts stand in for segments; Workflows for campaigns. | Yes: batch workflow runs, with a confirm token | Read-only mode; tool filters; a confirm token for batch sends | 12 Oct 2026 | posthog.com (opens in a new tab) |
| Amplitude | Official | Remote (OAuth) | Changes: segments, analytics. Reads: campaigns, contacts. Cohorts stand in for segments; guides and surveys are read-only. | No | Your permissions; read and write role actions per project | 12 Oct 2026 | amplitude.com (opens in a new tab) |
| fromHello | Official, early access | Remote (API key) | Changes: segments, campaigns, templates, contacts. Reads: analytics. A journey your AI builds stays a draft until it is published; contact changes are notes and AI context. | No: no AI tool sends a message | A journey your AI builds stays a draft until it is published; a confirmation step to publish, pause or delete | 12 Oct 2026 | fromhello.io |
Every row restates the vendor's own documentation as read on the date shown, and we did not test every server. Beta tools may need a program or a flag. fromHello's row describes our own product, in early access. Download the table as JSON, shared under CC BY 4.0 (opens in a new tab). Credit: fromHello, with a link to this page.
What to check before you connect one
Six questions sort every server in the table. The answers are in the vendor's docs, rarely on its landing page.
Who publishes it
The vendor's own server, or a third party's wrapper around its API? On 12 October 2026 the official MCP Registry listed three servers for Klaviyo and six for HubSpot, none from the vendor. Start from the vendor's docs.
Which tools can send
Look for send, launch and trigger tools, and whether they are on when you connect. Iterable and Sequenzy start without sending, Customer.io needs a separate scope, and Klaviyo, Brevo and Resend can send as soon as writes are allowed.
How it signs in
OAuth ties the agent to your own permissions and lets you revoke one client. An API key acts for whoever holds it: scope it to the job, as Klaviyo's private keys, PostHog's MCP preset and Mailchimp's AI Agents group allow.
Whether it can start read-only
Klaviyo's read-only parameter, PostHog's read-only header, Iterable's defaults and Amplitude's role actions let an agent analyze before it can change anything. Use them for a first session.
What changes live at once
Drafts are safe to hand over; edits to anything live are not. Ask which changes apply as soon as they are saved: a segment in use, a template a running journey sends, a page the server can publish.
What your client decides
The MCP specification asks AI clients to keep a person able to deny any tool call, and to treat tool annotations as untrusted unless the server is trusted. Check your client's per-tool permissions, and keep auto-approve off for tools that write or send.
The servers
MCP lets an AI client such as Claude, Cursor or Codex call a product's own tools. Most marketing platforms now ship a server, and the servers differ in what an agent can change, whether a tool can message your customers, and what stands in the way. This tracker puts those answers side by side, one row per vendor, from each vendor's own documentation.
How we chose
We include marketing automation, customer engagement and messaging vendors whose own documentation describes an MCP server that works on an account. Servers that only search documentation, and community wrappers, stay out of the table; the notes under the cards cover vendors without a server of their own. On 12 October 2026 we read each vendor's MCP pages and tool lists, and every row cites its source and check date. This is desk research: we did not connect every server, so a row says what the vendor documents, not what we measured. Every row shows the date it was last checked, and the table is also available as JSON. We build one of these servers, fromHello's, so it is listed last and described from our own product facts.
Customer.io
Best for
Customer.io workspaces that want an agent across the whole API, with sending kept behind a scope of its own.
Strengths
- Eight generic tools reach the full Journeys UI and Data Pipelines APIs: automations, segments, people, content and delivery metrics, with skills that guide multi-step tasks.
- A connection starts with the read scope; writing drafts, sending and configuring are separate scopes, an account admin must turn MCP on, and live data and sensitive attributes stay closed until an admin opens them. Tools support dry-run previews.
Watch-outs
- Each user manages their own sessions: account admins can't view or revoke another user's MCP connection.
Best for
Braze teams that want analytics and content work from an AI client, without exposing user-level data.
Strengths
- Read and write tools for campaign and Canvas analytics, segments, custom attributes, email templates, content blocks, catalogs and media; Canvases are read-only.
- Access follows your Braze dashboard permissions and ends when your dashboard access does; no tool returns user-level PII, and Braze advises against your client's auto-mode.
Watch-outs
- Workspaces that use IP allowlisting can't use the remote server, and Braze keeps an allowlist of supported clients, so others may be blocked at sign-in.
Iterable
Best for
Iterable projects that want an agent to start read-only and gain writes, user data or sending one flag at a time.
Strengths
- Tools map to Iterable's API: campaigns, templates, lists, catalogs, snippets, users and events, with journeys and campaigns that can be triggered once sends are on.
- Setup starts read-only, with no PII, writes or sends; each is a flag saved per API key, sends need writes, and keys can differ from one project to the next.
Watch-outs
- In beta and local only, and creating a blast campaign schedules it for delivery: the API has no draft campaign.
Best for
Klaviyo accounts that want an agent across campaigns, flows, segments, profiles and reporting, with a read-only switch.
Strengths
- Over 260 tools, from creating campaigns and flows to updating profiles and reading campaign and flow reports; a core-tools-only setting trims it to about 40 for clients with small context windows.
- read-only=true turns off every tool that writes, tools that read user-generated content can be switched off, and toolsets limits the server to the API scopes you choose. The remote server needs an Owner, Admin or Manager role.
Watch-outs
- With writes on, send_campaign can send a campaign to its whole audience; for analysis, connect with read-only=true.
Best for
HubSpot accounts that want an agent on CRM records, campaigns and email drafts, within each user's own permissions.
Strengths
- Reads CRM records, activities, campaigns, content and email analytics; creates and edits records, campaigns, static segments and marketing email drafts, and can publish landing pages, website pages and blog posts.
- Every action follows the user's HubSpot permissions and the scopes granted at install; when Sensitive Data is on, activities and conversations are blocked from the MCP server.
Watch-outs
- Some writes go live at once: it can publish landing pages, website pages and blog posts.
ActiveCampaign
Best for
ActiveCampaign accounts that want an agent on contacts, lists, tags, deals and campaign content.
Strengths
- Tools for contacts, tags, lists, custom fields, deals and pipelines, custom objects and email activity; it reads campaigns and edits a campaign's message content.
- Each account has its own private MCP URL, and connecting means signing in to ActiveCampaign and approving the connection.
Watch-outs
- Adding a contact to an automation starts that automation's steps for them, and no read-only mode is documented.
Best for
Brevo accounts that want one connection across contacts, email, SMS and WhatsApp campaigns and the CRM.
Strengths
- 27 modules: contacts, lists, segments, email campaigns, campaign analytics, templates, SMS and WhatsApp campaigns, CRM deals and tasks, senders and domains, users and webhooks.
- You connect with an MCP token created among your API keys, and single-module endpoints, such as contacts only, give an agent a smaller set of tools.
Watch-outs
- Its MCP page documents no read-only mode.
Best for
Loops teams that want an agent on contacts, lists, campaigns, workflows and transactional email.
Strengths
- Finds, creates and updates contacts and their properties, manages mailing-list membership, sends events, creates and manages campaigns and workflows, and edits email content.
- Each client is authorized by signing in to Loops in your browser; the MCP page documents no other safeguard.
Watch-outs
- Events can start published workflows, so an agent that sends events can trigger messages too.
Sequenzy
Best for
Sequenzy workspaces that want an agent to draft campaigns and sequences, with delivery off by default.
Strengths
- Covers subscribers, lists, tags, segments, campaigns, sequences, templates, transactional email, analytics, SMS and push, with presets that range from read-only to full access.
- The default preset can draft but can't deliver, delete, change the team or create API keys; sending needs a sender preset or scopes, and the workspace role still applies.
Watch-outs
- A removed permission can take up to five minutes to apply, while a widened one applies at once.
Best for
Creators on a paid Kit plan who want an agent to manage subscribers and draft, schedule or send broadcasts.
Strengths
- Maps Kit's v4 API one to one: subscribers, tags, segments, custom fields, sequences, broadcasts and stats, including composing, scheduling and sending broadcasts.
- Every tool carries an annotation, and Kit says sending broadcasts and deleting data always require explicit user confirmation; each token is limited to 120 requests a minute.
Watch-outs
- Paid plans only: Creator and Creator Pro.
Resend
Best for
Developers on Resend who want an agent to send, schedule and organize email across the whole platform.
Strengths
- Sends and schedules emails, creates and sends broadcasts, builds automations, publishes templates, and manages contacts, segments, topics, domains, webhooks and API keys.
- The hosted server asks you to sign in and approve access, or takes an API key for headless clients; the open-source local server can limit which folders it reads attachments from.
Watch-outs
- No read-only mode is documented, and the same connection can create API keys.
Postmark
Best for
Teams sending transactional email through Postmark who want an agent to send it, manage templates and diagnose delivery.
Strengths
- 24 tools: single sends and batches of up to 500 messages, template management, message search, bounces and suppressions, delivery stats and webhooks.
- Tools carry read-only and destructive annotations, so a client can run reads freely and ask before a send or a delete; the token limits it to one Postmark server.
Watch-outs
- Local only, and one batch call can send up to 500 emails.
Mailchimp Transactional
Best for
Teams on Mailchimp Transactional (Mandrill) who want an agent to build templates, call the API and diagnose failed sends.
Strengths
- Nine tools: build a template, list, describe and call any Transactional API endpoint, diagnose a failed send, check the account and get onboarding and integration help.
- What the server can do follows the API key: a key restricted to certain calls needs its AI Agents group enabled to use the MCP.
Watch-outs
- Transactional only: Mailchimp documents no MCP server for its marketing platform's account data.
OneSignal
Best for
OneSignal apps that want an agent to send and analyze push, email and SMS, and to manage users, segments and templates.
Strengths
- 43 tools: send a push notification, email or SMS, manage users, subscriptions, segments and templates, export audiences, and check deliverability and email warm-up.
- send_message is flagged high-impact so clients can ask before running it; targeting and inputs are validated before a send, calls are rate-limited, and any client can be revoked from Connected apps.
Watch-outs
- In open beta: an app may need access enabled before tools other than the utilities work.
Best for
Knock accounts that want an agent to build and test notification workflows, with capabilities picked at sign-in.
Strengths
- Creates workflows and their email, SMS, push, chat and in-app steps, manages users, tenants and objects, triggers workflows, and can hand complex tasks to the Knock agent.
- At sign-in you choose which capabilities to enable, with data management and debugging off by default, and the server ships no delete tools, to prevent accidental deletions.
Watch-outs
- A service token skips the consent screen and turns every capability on.
Intercom
Best for
Intercom workspaces that want an agent to search conversations and contacts and keep Help Center articles current.
Strengths
- 14 tools: search and read conversations, contacts and companies, create and update Help Center articles, and add internal notes to conversations.
- The OAuth flow shows a consent screen listing what the client may do, and internal notes are visible to teammates only: no tool sends a reply a customer can see.
Watch-outs
- Support data rather than marketing campaigns, and workspaces in Intercom's Australian region aren't supported yet.
PostHog
Best for
PostHog projects that want one agent across analytics, cohorts, feature flags, experiments and messaging workflows.
Strengths
- Tools across every PostHog product: queries and dashboards, cohorts and persons, feature flags and experiments, surveys, and Workflows that draft broadcasts, publish workflows and run batch sends.
- A header or query parameter limits a session to read-only tools, filters narrow it to chosen features, and a batch send needs the audience count and a confirm token the API checks, valid for 15 minutes.
Watch-outs
- The full server covers all of PostHog, from SQL to deleting persons: filter it to the tools a task needs.
Amplitude
Best for
Amplitude customers who want an agent to query and edit charts, dashboards, cohorts, experiments and the tracking plan.
Strengths
- Reads and writes charts, dashboards, notebooks, experiments, cohorts, feature flags, metrics and the tracking plan's events and properties; guides and surveys are read-only.
- The server uses your Amplitude permissions, and admins can turn it off or scope it with read and write role actions, project by project, which apply even to org admins.
Watch-outs
- MCP access is on for every user in an organization until an admin restricts it.
fromHello
Best for
Teams on fromHello that want their own AI client to build segments, journey drafts and templates and read results.
Strengths
- 59 tools, shared with the built-in assistant, for segments, journeys, templates, tracking and analytics; a journey is created as a draft, with every node, in one call. MCP calls are never metered.
- A journey your AI builds stays a draft until it is published, and publishing, pausing or deleting through an agent takes a confirmation step in your AI client.
Watch-outs
- AI actions can change a live journey without a confirmation step: update_journey can set or clear a published journey's exit condition, which takes effect on the next event, and other edits, such as changes to a segment or a template, apply when saved. fromHello Cloud is in early access through the waitlist.
Often searched, not in the table
Each was checked on 12 October 2026 and left out of the table for one reason.
Mailchimp (opens in a new tab)
Mailchimp's developer docs describe its MCP server as documentation search and point to the API and agent skills for account work. Its marketing pages describe connectors for ChatGPT, Claude and others on Standard and Premium plans, with no technical docs we could check. Mailchimp Transactional is in the table.
Twilio SendGrid (opens in a new tab)
Twilio's MCP server searches Twilio's API specs and docs, SendGrid's included, and makes no API calls. The servers that send through SendGrid are community projects.
Loops, Kit, Amplitude
Besides their account servers, these vendors run MCP servers that only search their docs. Those can't read or change an account, so they aren't rows.
MCP Registry (opens in a new tab)
The official registry lists third-party servers for many of these vendors, often under the vendor's name. This tracker lists each vendor's own server instead.
See fromHello, open-source marketing automation.
FAQ
Common questions
Which marketing automation platforms have an MCP server?
Of the vendors we checked on 12 October 2026, Customer.io, Braze, Iterable, Klaviyo, HubSpot, ActiveCampaign, Brevo, Loops, Sequenzy, Kit, Resend, Postmark, Mailchimp Transactional, OneSignal, Knock, Intercom, PostHog and Amplitude document a server of their own, and fromHello ships one. Mailchimp's marketing platform and Twilio SendGrid document none that works on an account.
Which MCP servers can send emails or messages?
Klaviyo, Brevo, Loops, Kit, Resend, Postmark, Mailchimp Transactional, OneSignal, Knock and PostHog have a tool that sends or launches messages. Customer.io, Braze, Iterable and Sequenzy have one but keep it off until you enable it. HubSpot, ActiveCampaign, Intercom, Amplitude and fromHello document no tool that sends a message.
Is it safe to connect an MCP server to a marketing platform?
It can be, with limits you set on purpose: start read-only where the server allows it, prefer OAuth so the agent works within your permissions, keep sending tools off or behind a prompt in your client, and know which edits reach live campaigns at once. The MCP specification asks clients to keep a person able to deny any tool call.
What is the difference between an official MCP server and a community wrapper?
An official server is published by the vendor, documented on its site and tied to its own sign-in and permissions. A community wrapper is someone else's code calling the vendor's API with your key. Wrappers can be useful, but you hand a third party your credentials and your customers' data.
Does Mailchimp have an MCP server?
Mailchimp Transactional (Mandrill) has one, at mandrillapp.com/mcp, used with an API key. For the marketing platform, Mailchimp's developer docs describe a server that only searches its documentation and point to the API and agent skills for account work; its ChatGPT and Claude connectors are described on marketing pages without technical docs.
Does fromHello's MCP server send messages?
fromHello's server gives Claude, Cursor or any MCP client 59 tools for segments, journeys, templates, tracking and analytics. No AI tool in fromHello sends a message, but AI actions can change live journeys without a confirmation step. A journey your AI agents build stays a draft until it is published. Publishing, pausing or deleting through an agent takes a confirmation step in your AI client. Other edits, such as changes to a segment or a template, apply when saved.
How current is this tracker?
Every row shows the date it was last checked against the vendor's documentation, and that date moves with each check. Servers change quickly: Braze replaced its local server with a hosted one, and several servers here are in beta.
Sources
- Customer.io — Get started with Customer.io MCP (opens in a new tab)
- Braze — The Braze MCP server (opens in a new tab)
- Braze — MCP server functions (opens in a new tab)
- Iterable — MCP server README (GitHub) (opens in a new tab)
- Klaviyo — Klaviyo MCP server (opens in a new tab)
- Klaviyo — Connect to the MCP server (opens in a new tab)
- Klaviyo — MCP server available tools (opens in a new tab)
- HubSpot — Integrate AI tools with the HubSpot MCP server (opens in a new tab)
- ActiveCampaign — MCP available tools (opens in a new tab)
- ActiveCampaign — Connect the MCP server to Claude (opens in a new tab)
- Brevo — Brevo MCP server (opens in a new tab)
- Loops — Loops MCP server (opens in a new tab)
- Sequenzy — Connect AI assistants (MCP) (opens in a new tab)
- Sequenzy — MCP permissions and privacy (opens in a new tab)
- Kit — Kit MCP (opens in a new tab)
- Resend — MCP server (opens in a new tab)
- Postmark — official MCP server README (GitHub) (opens in a new tab)
- Mailchimp — How to use Mailchimp's Transactional Messaging MCP (opens in a new tab)
- OneSignal — OneSignal MCP Server (opens in a new tab)
- Knock — Knock MCP server (opens in a new tab)
- Knock — Agent toolkit tools reference (opens in a new tab)
- Intercom — Model Context Protocol (MCP) (opens in a new tab)
- PostHog — Model Context Protocol (MCP) (opens in a new tab)
- PostHog — MCP FAQ and advanced setup (opens in a new tab)
- PostHog — MCP tools reference (opens in a new tab)
- PostHog — MCP tool definitions (GitHub) (opens in a new tab)
- Amplitude — Amplitude MCP Server (opens in a new tab)
- Mailchimp — MCP server (Marketing API docs) (opens in a new tab)
- Mailchimp — AI marketing tools (opens in a new tab)
- Twilio — Twilio MCP server (opens in a new tab)
- MCP Registry — the official registry (opens in a new tab)
- Model Context Protocol — Tools (specification, 2026-07-28) (opens in a new tab)
Keep reading
All comparisons- Head-to-headfromHello vs Customer.ioThe same event-triggered journeys, on open-source code you can self-host.
- Head-to-headfromHello vs BrazeCross-channel journeys at published prices, on open-source code you can self-host.
- Head-to-headfromHello vs KlaviyoBuilt around product events rather than orders, for businesses that aren't a store. Open source.
- Head-to-headfromHello vs LoopsLoops does SaaS email beautifully; fromHello adds SMS, in-app, web push and ad audiences, open source.
- Related guidesGrowth jobs & AIWhat each growth job involves, from strategy to lifecycle and analysis, and where AI fits: drafting segments, journeys and copy, while judgment stays human.
- Related guidesMCP for marketing automation: what to let an agent changeHow MCP servers let Claude, Cursor or Codex work in a marketing platform, what to let an agent change, and what to keep behind a confirmation step.
- Related guidesMCP server (Model Context Protocol)An MCP server exposes a product's actions and data to AI apps such as Claude or Cursor through the Model Context Protocol. How it works, with FAQ.
- Switching toolsHow to switch email platforms without losing deliverability
Best-of & alternatives
- Braze alternatives (2026)
- Brevo alternatives for marketing automation (2026)
- Best customer engagement platforms for startups (2026)
- 13 Customer.io alternatives, compared (2026)
- Dittofeed alternatives (2026)
- HubSpot alternatives (2026)
- Klaviyo alternatives for SaaS and subscription businesses (2026)
- 7 marketing automation startup programs, compared (2026)
- Mautic alternatives (2026)
- Best open-source customer engagement platforms (2026)
- 11 open-source marketing automation tools, compared (2026)
- Self-hosted email marketing (2026)
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