Graphed – AI Marketing Agents on Graphed Cloud

Description

Graphed is a marketing-agent platform. On the official homepage, forward-deployed engineers embed with a team to build and run AI marketing agents, while Graphed Cloud supplies the data pipeline, data warehouse and cloud runtime those agents stand on. Official pages list 750+ sources (the homepage names Meta, Google, Shopify, GA4 and HubSpot among them) and an official MCP server so assistants can explore the warehouse schema, run read-only ClickHouse SQL and publish live queries. The homepage highlights Cursor and Claude Code; the MCP page and official llms.txt also document Claude.ai, ChatGPT, Windsurf and Codex.

There is no public price list. The homepage offer is sales-led: “Pricing scoped to your setup,” with a book-a-demo call to action. A self-serve paid platform checkout exists at /onboard/platform, but no published amount was visible (the flow presented a sign-in wall when we checked). Official llms.txt says an active paid platform plan is required to mint MCP OAuth or CLI tokens, that free accounts cannot mint those tokens, and that there is no self-serve trial for that checkout. Some marketing pages still say “Start for free” or “Start a Free Trial”. We do not invent a figure. Homepage testimonials such as “ROAS +40%” and “30+ hours/week saved · ROI in first month” are vendor claims and have not been independently verified. Checked 10 November 2026 (Europe/London).

The official agent library includes Facebook/Meta Ads, Google Ads, LinkedIn Ads, Competitor Ads, Keyword Research, Blog Writing, Link Building, Cold Email, LinkedIn DMs, Instagram DMs and TAM Mapping. The LinkedIn DMs, Instagram DMs and Cold Email agents carry real platform and legal risk — see the Graphed review 2026 and, for the LinkedIn automation wording, our earlier Imagine AI listing.

Who It’s For

• Growth and performance teams that want paid-media, SEO or outbound agents running on a managed warehouse rather than a pile of spreadsheets and CSV exports.
• Teams already working in Cursor, Claude or ChatGPT who want warehouse queries and agent actions in the same editor, via the official MCP or CLI.
• Companies willing to buy a scoped, sales-led engagement (or a paid platform plan) and to put CRM, ads and email data into a vendor-managed warehouse.
• Skip or use with care if you need a published price before a sales call, you are not prepared to process personal data through a third-party warehouse and AI subprocessors, or you planned to lean on LinkedIn or Instagram DM automation without reading the platform rules first.

Core Capabilities

Forward-deployed engineers and the agent library

The homepage describes engineers who “embed with your team, wire your data stack, and deploy AI agents” on Graphed’s infrastructure, scoped to your channels. It also claims “First agents live in 5 business days” and that pipelines, warehouse and hosting are included — treat the five-day line as a vendor claim. Each listed agent is positioned as a channel specialist that runs on live warehouse data. On-page examples such as pausing Meta ads below a 2x ROAS goal, or “Sent 84 personalized DMs and booked 6 meetings,” are product illustrations, not independently verified results.

Graphed Cloud: pipeline, warehouse and runtime

Official copy defines Graphed Cloud as the data pipeline, data warehouse and cloud runtime marketing work runs on. Official llms.txt is more specific: a Graphed-managed ClickHouse warehouse per account, pipelines to 750+ sources, a managed Postgres store for app state, object storage, a CLI for setup and deploy, and a tool catalogue (examples named on the homepage include Apollo.io, DataForSEO and MillionVerifier). The public subprocessors list (last updated 25 August 2026) includes Fivetran for the data pipeline, ClickHouse for the warehouse, Amazon Web Services for hosting, and Anthropic and OpenAI for artificial intelligence, among others.

MCP and CLI

The MCP endpoint is https://mcp.graphed.com/mcp (OAuth). Official docs say a connected assistant can explore schema, run read-only ClickHouse SQL, and publish or embed queries. Official llms.txt treats the CLI as the primary setup path and MCP as the optional interactive query layer, and it is explicit that minting MCP or CLI tokens needs an active paid platform plan. Confirm the live tool list in your own client once connected; do not treat a chat assistant as a substitute for reviewing spend changes, outreach copy or consent before anything goes live.

Key Features Summary

• Forward-deployed engineers to build and manage marketing agents, on a sales-led homepage offer
• Graphed Cloud: managed pipeline, ClickHouse warehouse and cloud runtime, with 750+ sources claimed
• Agent library covering Meta, Google and LinkedIn ads, SEO, cold email, LinkedIn and Instagram DMs, and TAM mapping
• Official MCP for Cursor, Claude, ChatGPT, Windsurf and Codex, plus a CLI
• No public price list; paid platform plan required for MCP and CLI tokens, per official llms.txt
• LinkedIn DM, Instagram DM and cold-email agents need a careful legal and platform-rules read

Plans & Pricing

There is no /pricing page (it returned 404 when we checked). Re-check the homepage and platform checkout before you buy. Official terms (last updated 25 August 2026) say fees are non-refundable except where the law requires otherwise, and that the service is provided “as is”.

Pros & Cons

Pros

• A clear stack: agents plus a managed pipeline, warehouse and runtime, rather than a standalone chatbot
• MCP and CLI are documented against named assistants, with a public endpoint
• A public subprocessors list names the warehouse, pipeline and AI vendors
• The agent library covers the channels growth teams actually run

Cons

• No public price; official pages disagree on whether a free trial exists
• Testimonial ROI figures and on-page agent examples are unverified claims
• LinkedIn DM, Instagram DM and cold-email agents can breach platform rules or marketing law if used casually
• Terms and privacy still read like an older Google Analytics dashboard product; no public data-processing agreement was found, and no registered company name appears on the legal pages we read

Where It Fits

On Digital Marketing Supermarket, Graphed sits with marketing automation, lead generation and paid advertising tools. Related: Imagine AI for LinkedIn agents (and the same LinkedIn automation caveat), Orphex MCP for connecting ad accounts to assistants, ListKit and Hello Inbox for outbound lists and deliverability. Full write-up: Graphed review 2026.

FAQs

Is there a free plan or a public price?

We did not find a public price list. The homepage is sales-led (“Pricing scoped to your setup”). Official llms.txt says MCP and CLI tokens need an active paid platform plan and that there is no self-serve trial, even though some pages still advertise one. Ask Graphed to reconcile that before you rely on a trial CTA.

Does the MCP work with Claude and Cursor only?

No. The homepage leads on Cursor and Claude Code. Official MCP docs also list Claude.ai, ChatGPT and Windsurf, and official llms.txt adds Codex. The endpoint is https://mcp.graphed.com/mcp.

Is the LinkedIn DMs agent allowed by LinkedIn?

That is not something Graphed can decide for you. LinkedIn’s User Agreement bars bots and other unauthorised automated methods for sending messages, and LinkedIn’s help on prohibited software warns that members who use such tools risk having accounts restricted or shut down. We cover this in the review and in our Imagine AI review 2026.