CX Enterprise Coworker in third-party AI platforms
CX Enterprise Coworker works inside Microsoft 365 Copilot, ChatGPT and Claude, answering natural-language questions on campaigns, journeys and audiences using existing Adobe permissions.
Entries on this page are generated by AI from vendor sources. How AI is used
Agent interoperability
Exposing the platform to external agents and protocols.
| Month | Changes |
|---|---|
| 2026-01 | 3 |
| 2026-02 | 1 |
| 2026-03 | 5 |
| 2026-04 | 4 |
| 2026-05 | 6 |
| 2026-06 | 6 |
| 2026-07 | 10 |
| 2026-08 | 7 |
| 2026-09 | 18 |
| 2026-10 | 9 |
Select a month to view the whole-record timeline. This clears timeline filters.
Platforms with recorded changes
Platforms with at least one feature state classified in this capability (primary or secondary, minor updates included), in the site's fixed order. Select one to filter the timeline. Counts are not shown side by side: they reflect how finely each vendor documents, not how much it offers.
Adobe AJO Bloomreach Braze Iterable Klaviyo MoEngage SFMC Engagement Adobe AEP Hightouch Tealium Treasure AI HubSpot Marketo
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Matches the Release Matrix evidence: latest state reached in the selected period, entries under review excluded, primary and secondary capabilities included.
No recorded changes match these filters.
Within each period: major updates as cards, then notable ones as rows; newest first in each group. Minor updates below.
October 20269 changes
MCP Endpoints for Agent Channels
Agent Channels can publish a shared work folder as a remote MCP server, letting an MCP client run its Actions and start or continue chats via a connection token.
Loomi Connect external agent access
Loomi Connect will expose Bloomreach's analytics, search and marketing capabilities to external AI agents via connectors, webhooks, APIs and MCP, letting agents analyze data, build segments and launch campaigns.
Agent Channels SDK Apps for AI Studio
AI Studio's new Agent Channels let an externally hosted application run AI Studio chats against one shared work folder, starting with SDK Apps.
OAuth sign-in for MCP Endpoints
MCP Endpoints now support OAuth, letting each person sign in individually from their MCP client so chats and Actions run under their own permissions and credits instead of a shared connection token.
Breeze Projects connectors
Breeze Projects can now connect to Amplitude, Notion, Gong, Asana, Linear and G2 for project context.
CRM actions from Breeze in Slack
From a Slack thread, Breeze can now update CRM records, enroll them in workflows, prep meetings and log calls.
HubSpot 1 minor update Agent interoperability
- GA Marketing email creation and review via the ChatGPT connector source The HubSpot connector for ChatGPT can now create and review marketing emails from within ChatGPT.
Marketo 1 minor update Agent interoperability
- Announced Claude Desktop bridge for MCP Server source A downloadable bridge will let Claude Desktop connect to the Marketo Engage MCP Server.
September 202618 changes
Braze MCP server
A remote-hosted MCP server lets external AI agents such as Claude, ChatGPT, and Cursor read campaign, Canvas, segment, and catalog data and create or update templates, Content Blocks, and assets.
Content management MCP tools
MCP tools let CX Coworker discover, create, and manage content templates, fragments, landing pages, and inline message content via natural language.
CX Enterprise Coworker in third-party AI platforms
Now GA (27 Oct 2026). Current summary: CX Enterprise Coworker works inside Microsoft 365 Copilot, ChatGPT and Claude, answering natural-language questions on campaigns, journeys and audiences using existing Adobe permissions.
Expanded MCP server tools for marketing operations
Adds 40 tools to the MCP server so AI assistants can manage Automation Studio, campaigns, content and data extensions.
Campaigns and Segments API access via MCP server
The Braze MCP server adds beta support for AI agents to use the Campaigns and Segments API.
Operator Connect via MCP server
The Braze MCP server adds beta support for Operator Connect, linking external AI agents to Operator.
ChatGPT connector landing page creation and deal analysis
The HubSpot connector for ChatGPT is being expanded to create landing pages and analyze closed-won deals from inside ChatGPT.
Custom MCP connectors in Composer
Users can add their own MCP connector to Composer by providing a URL and an optional access token.
Breeze Google Workspace connector
Google Drive, Calendar, Chat and Gmail can connect to Breeze so it can read data and take action using plain-language prompts, with per-connector admin approval.
New Breeze connectors (Fathom, Xero, Box, Canva, Gong, Slack)
Fathom, Xero, Box, Canva, Gong and Slack can now connect to Breeze Assistant and Agent Hub.
HubSpot 7 minor updates Agent interoperability · AI answer engine visibility · Accounts, ABM & buying groups…
- Announced Marketing email creation and review via the ChatGPT connector source Now GA (Oct 2026). Current summary: The HubSpot connector for ChatGPT can now create and review marketing emails from within ChatGPT.
- GA Custom object access via the Claude connector source Custom objects, fields and pipeline stages a team has built are now readable and writable through the HubSpot connector for Claude, beyond the default object model.
- GA AEO analysis via the Claude connector source The HubSpot connector for Claude can check AEO performance, review brand recommendations and monitor tracked prompts alongside any saved HubSpot report.
- GA Intent signal and saved report retrieval via the Claude connector source The HubSpot connector for Claude can now retrieve Buyer Intent signals and saved HubSpot reports directly in conversation.
- GA Pipeline and property configuration via the Claude connector source The HubSpot connector for Claude can configure pipelines and properties directly through conversation.
- GA Website page management via the Claude connector source The HubSpot connector for Claude can now manage website pages directly through conversation.
- GA Developer Platform connector builder source HubSpot connectors can be built and managed from the Developer Platform, with new Build with AI documentation.
Marketo 1 minor update Agent interoperability
- Announced Smart list and smart campaign tools for MCP Server source The Marketo Engage MCP server will add tools to create and update smart lists and smart campaigns, targeted for a September 2026 release.
August 20267 changes
Tealium Configuration MCP
MCP server that lets AI agents read and update server-side profile configuration using natural language, without the UI.
Marketo Engage MCP Server
The Marketo Engage MCP server bridges AI assistants and Marketo Engage, exposing more than 100 operations across forms, programs, smart campaigns, people, emails, snippets, lists and folders.
Klaviyo MCP server: 260+ new tools
Adds 260+ tools to the existing Klaviyo MCP server, so AI agents and developers can read data, build segments, run campaigns, author flows and manage catalogs from Claude, OpenAI or custom agents.
Claude Design landing pages for HubSpot
Landing pages built in Claude Design using HubSpot context can be pushed into HubSpot as a draft to review and publish.
HubSpot connector for Gemini
A HubSpot connector for Gemini brings HubSpot data into Gemini to generate content and insights, and act on it back in HubSpot.
HubSpot 2 minor updates Agent interoperability
- GA ChatGPT connector expanded object support source The HubSpot connector for ChatGPT now supports Contacts, Companies, Deals, Tickets, Notes, Tasks and Meetings for querying and creating records.
- GA Claude connector and MCP server expanded object support source The HubSpot connector for Claude and Remote MCP Server now supports Contacts, Companies, Deals, Tickets, Notes, Tasks and Meetings.
July 202610 changes
Braze MCP server
Now GA (17 Sep 2026). Current summary: A remote-hosted MCP server lets external AI agents such as Claude, ChatGPT, and Cursor read campaign, Canvas, segment, and catalog data and create or update templates, Content Blocks, and assets.
Campaign management and attribution via the Claude connector
The HubSpot connector for Claude can create campaigns, associate assets, and access revenue and deal attribution data for specific campaigns.
Conversations data access via the Claude connector
The HubSpot connector for Claude gets read-only access to messages across Help Desk and Conversations Inboxes, including chat, email, WhatsApp, SMS and Messenger.
Landing page creation and analytics via the Claude connector
The HubSpot connector for Claude can build or update landing pages and access conversion, submission and view performance data for pages and blog posts.
Leads record read access via the Claude connector
The HubSpot connector for Claude can query leads to surface active prospects, lead status and sales journey position, including Partner Client access.
Marketing email creation and analytics via the Claude connector
The HubSpot connector for Claude can create or edit marketing email drafts, configure send details and schedule, then report on how emails performed.
Channel configuration tools in AJO MCP server
The AJO MCP server exposes five new read-only tools for querying channel configurations and marketing actions.
HubSpot 3 minor updates Agent interoperability · Security & certifications
- GA Conditional property rule enforcement for connector writes source When an agent creates or updates a record via the MCP server, it now respects configured conditional field logic and pipeline stage validations.
- GA Verified domain restrictions for the Claude connector source Claude Enterprise admins can restrict HubSpot connector access to company-provisioned accounts only.
- GA Sign into HubSpot using ChatGPT source When a connection starts inside ChatGPT, HubSpot detects an existing sign-in and completes the connection automatically.
June 20266 changes
HubSpot Agent CLI
The HubSpot Agent CLI brings HubSpot data and intelligence into OpenAI Codex, Claude Cowork, and Claude Code so agents can automate repetitive, bulk, and scheduled CRM work, such as prioritized contact cleanup lists.
CX Enterprise Coworker
Agentic AI orchestrating Adobe apps across analytics, content and journey orchestration; built on MCP and Agent2Agent, interoperating with Anthropic, AWS and Google Cloud. Generally available since 10 June 2026.
Hightouch MCP server
An MCP server exposes Hightouch to external AI assistants like Claude or ChatGPT to build audiences, journeys and reports in plain language.
HubSpot Agent for Microsoft 365 Copilot
Live HubSpot deal, ticket and contact insights are accessible from within Microsoft 365 Copilot, fetched in real time and never indexed by Microsoft.
MoEngage 1 minor update Agent interoperability
- Announced Open MCP server for custom agents source MoEngage announced an open MCP server exposing its custom agents to external tools and protocols.
HubSpot 1 minor update Agent context & knowledge
- Beta Agent CLI skills library source The Agent CLI ships a skills library with predefined guidance for CRM searches, bulk operations, data quality tasks, workflows and reporting so agents follow common HubSpot processes.
May 20266 changes
Marketo Engage MCP Server
Now GA (14 Aug 2026). Current summary: The Marketo Engage MCP server bridges AI assistants and Marketo Engage, exposing more than 100 operations across forms, programs, smart campaigns, people, emails, snippets, lists and folders.
Tealium Configuration MCP
Now Preview (26 Aug 2026). Current summary: MCP server that lets AI agents read and update server-side profile configuration using natural language, without the UI.
LLM integration via Model Context Protocol (MCP) server
Marketers can expand their AI options by integrating an LLM with Marketing Cloud Engagement's MCP server.
Marketing and team data in the ChatGPT connector
The HubSpot connector for ChatGPT adds campaigns and campaign metrics, landing pages, website pages, blog posts, team memberships and user roles.
SQL-based analytical queries via the Claude connector
The HubSpot connector for Claude uses SQL-based retrieval to run aggregations, joins and complex filters across CRM objects and return results.
Klaviyo 1 minor update Agent interoperability
- GA Email template creation tools in MCP source New MCP Server tools let AI tools like Claude or ChatGPT create and update drag-and-drop email templates directly.
April 20264 changes
MCP server for Real-Time CDP
Beta MCP server exposes read-only Real-Time CDP tools, letting MCP-compatible AI clients inspect audiences, destinations and activation runs.
AJO MCP server for AI agent integration
A new MCP server exposes campaign, channel configuration, and sandbox operations to MCP-compatible AI clients, as Public Beta.
HubSpot MCP server for external AI tools
A remote MCP server gives any MCP-compatible AI client permission-aware read and write access to HubSpot CRM objects, engagements, segments, campaigns and content via natural language.
Breeze Agent connectors for G2, Linear, Gong and Amplitude
Breeze Agents can use MCP servers for G2, Linear, Gong and Amplitude to research software, manage issues, analyze calls, and query product analytics via plain-language prompts.
March 20265 changes
Adobe Marketing Agent for Microsoft 365 Copilot
New embedded Adobe Marketing Agent brings campaign insights and audience data into Microsoft 365 apps like Teams, Word, and PowerPoint via Copilot.
Iterable 4 minor updates Agent interoperability
- GA MCP Server support for Gemini CLI, Windsurf and Google Antigravity source Iterable's MCP Server adds setup automations for the Gemini CLI, Windsurf and Google Antigravity AI clients, alongside Cursor, Claude Desktop and Claude Code.
- GA MCP Server experiment tools source Iterable's MCP Server adds three experiment tools that list experiments, get their details and get their variants.
- GA MCP Server send-safety permissions source Iterable's MCP Server requires stronger safeguards and permissions before creating campaigns, to help avoid accidental sends.
- GA MCP Server Windows DPAPI encryption source Iterable's MCP Server encrypts its keys with Windows DPAPI on Windows machines.
February 20261 change
CRM create/update access from Claude and ChatGPT connectors
The Claude and ChatGPT connectors can create and update CRM records, log activities, and read engagement history from within the AI chat window.
January 20263 changes
Klaviyo app for ChatGPT
A Klaviyo app for ChatGPT lets users ask natural-language questions to explore campaign and flow performance using live account data.
Klaviyo connector for Claude
A Klaviyo connector in Anthropic's MCP Directory lets Claude securely access account data, generate content and analyze campaign performance.
ChatGPT and affiliate referral attribution
Omnichannel attribution now tracks ChatGPT sessions and affiliate referral data from platforms like Impact, Rakuten and Social Snowball.