Built for SFMC developers

Your DEs. Your brief. One agent that actually uses them.

Stop context-switching between docs, DE exports, and generic AI. Generate AMPscript, SSJS, and Automation Studio SQL with your real column names—in one project workspace.

Start free See the product

No credit card · 15 messages/month · 1 project on Free

AMPscript · SSJS · SQL HTTP MCP server for Cursor Pull from SFMC via Installed Package

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The problem

Generic AI doesn't know your stack

Enterprise copilots need a rollout. ChatGPT doesn't know your Customer Keys. SFMC Agent is the middle path for solo devs and consultants.

Tab chaos

Docs, DE lists, Slack, and AI in separate tabs—context lost every switch.

Placeholder code

Generic AI invents DE names. Ours uses your project's columns and field mappings.

Enterprise friction

No IT ticket or platform approval. Connect your Installed Package and ship.

Product tour

See it in action

Real workflows from the SFMC Agent dashboard—your data extensions, context, and chat in one place.

Data extensions in every project

Upload CSV, import data views, or pull column headers from SFMC—scoped to the campaign you're building.

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Pull from SFMC

Connect your Installed Package and import DE schema by Customer Key without exporting row data.

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Live SFMC tool calls

The agent lists data extensions from your org and lets you add results straight into project context.

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Org-aware answers

Real DE names and keys from your Marketing Cloud business unit—not placeholder examples.

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AMPscript with your context

Generate lookups and personalization using the DE columns and field mappings in your project.

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Automation Studio SQL

Draft query activities and automation logic while the agent references your project data extensions.

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Capabilities

Everything an SFMC dev reaches for daily

AMPscript & SSJS

Lookups, personalization, send logging, and preference links from your DE schema.

Data extensions

Upload CSV, import data views, or pull column headers from SFMC by Customer Key.

RAG context

Briefs, HTML emails, PDFs, and sheets searchable while you build.

Live SFMC tools

List DEs, journeys, and automations from your org—not hallucinated names.

MCP API

SFMC Agent MCP server for Cursor and MCP clients

SFMC Agent exposes a production HTTP Model Context Protocol (MCP) server so your IDE can list data extensions, query definitions, journeys, automations, and Content Builder assets from your Marketing Cloud business unit—without leaving the editor.

Endpoint

https://sfmcdeveloper.dev/sfmc-agent/mcp

Generate an API key in Dashboard → API after signup. Free includes 20 MCP requests/month; Pro includes 10,000/month. Prepaid API credits cover overage.

Data extensionsList, search, and inspect column metadata

SQL queriesList Automation Studio query definitions

JourneysList journeys and entry events

AutomationsList Automation Studio automations

Content BuilderBrowse folders and email assets

DE foldersNavigate data extension folder structure

Get your API key

Cursor MCP config

Add to .cursor/mcp.json. Replace YOUR_API_KEY.

{
  "mcpServers": {
    "sfmc-agent": {
      "url": "https://sfmcdeveloper.dev/sfmc-agent/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_API_KEY"
      }
    }
  }
}

Connect your SFMC Installed Package in dashboard Settings so MCP tools authenticate to your business unit. Each tool call counts as one API request toward your monthly quota.

How it works

Three steps to your first build

Create a project

Name your campaign or client workspace. One project keeps DEs, brief, and chat together.

Add your context

Pull DEs from SFMC, upload CSV, map fields in the initiation form, or import docs for RAG.

Chat and ship

Ask for AMPscript, SQL, or journey logic. Review output, copy, and deploy to Marketing Cloud.

FAQ

Common questions about SFMC Agent

Direct answers for developers evaluating an SFMC AI copilot and MCP integration.

What is SFMC Agent?

SFMC Agent is an AI copilot built for solo Salesforce Marketing Cloud developers and consultants. It combines project-scoped chat, data extension context, RAG document search, and live SFMC tool calls so you can generate AMPscript, SSJS, Automation Studio SQL, and email HTML using your real org metadata.

Does SFMC Agent have an MCP server for Cursor?

Yes. SFMC Agent exposes a public HTTP Model Context Protocol (MCP) server at https://sfmcdeveloper.dev/sfmc-agent/mcp. Connect Cursor or any MCP-compatible client with an API key from the dashboard to list data extensions, query definitions, journeys, automations, and Content Builder assets against your Marketing Cloud business unit.

How much does SFMC Agent cost?

Free includes 15 agent messages per month, 1 project, and 20 MCP API requests per month. Pro is $49/month with 400 messages, 10 projects, and 10,000 MCP requests per month. Agency is $149/month for consultancies managing multiple clients, with 1,500 messages, 30 projects, and 50,000 MCP requests per month.

Can SFMC Agent pull data from my Marketing Cloud org?

Yes. Connect an SFMC Installed Package in Settings, then pull data extension column headers, list journeys and automations via agent tools or the MCP API. The agent uses your project's DE schema and context instead of inventing placeholder field names.

What languages does SFMC Agent support?

AMPscript for email personalization and CloudPages, Server-Side JavaScript (SSJS) for forms and APIs, Automation Studio SQL for audience segmentation, and HTML/CSS for email development—all within a single project workspace.

Is SFMC Agent for enterprise Marketing Cloud teams?

SFMC Agent is optimized for solo SFMC developers, freelancers, and in-house marketing ops builders who want fast output without enterprise copilot rollout. Sign up individually; no org-wide deployment required.