🎯 What is it?

Dust now connects directly to Amplitude through their remote MCP (Model Context Protocol) server. Your agents can now access Amplitude's product analytics platform to query data, analyze experiments, manage dashboards, create cohorts, and more—all through natural language conversations.

💡 Why is it useful?

Amplitude is a leading product analytics platform that holds critical data about how users interact with your product. Until now, accessing this data required switching contexts, learning the Amplitude interface, or writing queries manually. With this integration, you can ask your Dust agents to retrieve and analyze Amplitude data conversationally, making product insights more accessible to your entire team.

⚙ How does it work?

The integration uses Amplitude's official remote MCP server. Simply connect the appropriate server (US or EU, depending on your data residency requirements) to your Dust workspace's MCP catalog, and your agents can start querying Amplitude directly.

✨ Concrete Use Cases

Here's how you could use it:

Product Manager reviewing experiment results: "Show me the conversion rate for the checkout experiment we launched last week and compare it to the control group."

Customer Success analyzing user behavior: "Create a cohort of users who completed onboarding in the last 30 days but haven't returned since."

Executive reviewing dashboard data: "Pull the key metrics from our weekly product dashboard and summarize any significant changes from last week."

📈 Benefits for you

• Democratize product data: Make Amplitude insights accessible to anyone on your team through natural language, not just analytics experts

• Faster decision-making: Get answers about product performance without leaving your workflow

• Automated reporting: Build agents that regularly pull and synthesize Amplitude data for stakeholder updates

🚀 How to access it?

Connect Amplitude to your Dust workspace by adding the appropriate remote MCP server to your MCP catalog:

• US residency: https://mcp.amplitude.com/mcp

• EU residency: https://mcp.eu.amplitude.com/mcp

Once connected, your agents will be able to interact with Amplitude's capabilities through conversation. You'll need your Amplitude credentials to complete the setup.

📌 Context

When you create a new Notion MCP tool in Dust, it will now use Notion's official MCP server instead of our previous implementation. We've made this change to improve both the user experience and the reliability of Notion integrations.

🔄 Impact on Dust

We've transitioned to Notion's official MCP server, which brings two significant improvements:

Better authentication model ("run as you"):

• The tool now has access to everything you can access in Notion—no need to manually select which pages to share

• When you modify a document or add a comment through Dust, it appears as coming from you, not from the Dust integration

Improved reliability:

• Better handling of page relations and databases

• Faster searches and fewer loops when finding related pages

• Overall more stable performance

Early feedback from users has been very positive, with reports of faster and more reliable operations.

👤 Impact for you

If you're creating new Notion MCP tools:

You'll automatically benefit from the improved official implementation. The authentication flow will be simpler, and you'll experience better performance.

If you already have Notion MCP tools:

Your existing tools will continue to work exactly as before using the previous implementation. There's no disruption to your current workflows.

Important clarification:

This change only affects Notion MCP tools (created under Spaces / Add Tools). Your Notion Connector remains completely unaffected and continues to work as usual.

✅ Actions required

No action required on your part for existing tools—they'll keep working as-is.

If you have agents that used Notion tools before, you can edit them and replace them with the new tools (once you have added them to your workspace).

🎯 What is it?

Workspace admins now have access to a comprehensive analytics dashboard directly in Dust, plus a new public API endpoint to export all your workspace data. The dashboard gives you real-time visibility into how Dust is being used across your organization—from daily active users to agent performance—all with interactive charts and CSV export capabilities. The public API (GET /api/v1/w/{wId}/analytics/export) lets you programmatically pull 7 different data tables (usage metrics, active users, sources, agents, users, skill usage, and tool usage) to integrate with your own BI tools.

💡 Why is it useful?

As a workspace admin, you need clear visibility into adoption and ROI to justify investment and drive Dust usage across your organization. Until now, getting this data required manual CSV exports or reaching out to Customer Success for custom reports. This dashboard brings Dust in line with what you expect from enterprise tools—self-serve analytics that help you make data-driven decisions.

⚙ How does it work?

The interactive dashboard is available directly in your Dust workspace. You can select flexible time ranges (7, 15, 30, or 90 days), view activity trends over time, monitor adoption metrics (DAU/WAU/MAU), see usage by source (web, Slack, extension, API), explore tool usage patterns, and identify your top-performing agents. Every chart can be exported to CSV for deeper analysis. The API endpoint works with simple GET requests and returns data in CSV format for easy integration.

✨ Concrete Use Cases

Here's how you could use it:

Executive Reporting: Pull monthly analytics showing DAU growth and top 10 agents by usage to demonstrate ROI to leadership and secure budget for broader rollout.

Adoption Campaigns: Identify departments with low WAU rates and channels where engagement is highest, then target outreach through those preferred channels (Slack vs. web vs. extension).

Agent Optimization: Track which agents are being used most frequently and by whom, then deprecate underused agents and promote high-value ones in your internal communications.

BI Integration: Feed the API data into Tableau, Power BI, or your internal dashboards to combine Dust metrics with other productivity KPIs across your tech stack.

📈 Benefits for you

• Save time: No more manual exports or waiting for CS reports

• Make informed decisions: Real-time data on what's working and where to focus your efforts

• Prove value: Concrete metrics to demonstrate ROI to stakeholders

• Flexibility: Use the dashboard for quick insights or the API for deep integrations

🚀 How to access it?

The analytics dashboard is available now to all workspace admins on all plans. Look for the Analytics section in your workspace settings. The API endpoint is live at GET /api/v1/w/{wId}/analytics/export—check our API documentation for authentication details and available data tables.

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⚠️ API Deprecation Notice

📌 Context

Two legacy API endpoints (/api/v1/w/{wId}/usage and /api/v1/w/{wId}/workspace-usage) are being deprecated and will be sunset on June 1, 2026. These are being replaced by the new /api/v1/w/{wId}/analytics/export endpoint, which provides all the same data plus additional metrics (skill usage, tool usage, per-agent and per-user breakdowns).

🔄 Impact on Dust

We're consolidating analytics endpoints to provide a single, more powerful API that covers all workspace analytics needs while maintaining consistency with the new dashboard experience.

👤 Impact for you

If you're using the old endpoints: You need to migrate to the new endpoint before June 1, 2026. After that date, the legacy endpoints will stop working.

If you're not using the API: No impact—the dashboard works out of the box with no changes needed.

✅ Actions required

Before June 1, 2026:

1. Audit any integrations, scripts, or BI tools currently calling /api/v1/w/{wId}/usage or /api/v1/w/{wId}/workspace-usage

2. Update them to use /api/v1/w/{wId}/analytics/export with the appropriate data table parameter

3. Test the new endpoint—the new API is a strict superset, so you'll get everything you had before plus more

Need help with migration? Reach out to your Customer Success Manager or [email protected]—we're here to help ensure a smooth transition.

🎯 What is it?

Workspace admins now have access to a comprehensive analytics dashboard directly within Dust, plus a new public API endpoint for programmatic data access. The dashboard provides real-time visibility into adoption metrics (DAU/WAU/MAU), activity trends (messages, conversations), usage breakdown by source (web, Slack, extension, API), tool usage patterns, and top-performing agents. Each chart supports CSV export and offers flexible time ranges (7, 15, 30, or 90 days).

For teams that need to integrate Dust data into their own business intelligence tools, the new GET /api/v1/w/{wId}/analytics/export endpoint enables programmatic access to 7 data tables: usage metrics, active users, sources, agents, users, skill usage, and tool usage.

💡 Why is it useful?

Enterprise teams need self-service visibility into how Dust is being adopted across their organization to measure ROI and drive engagement. Until now, getting this data required manual CSV exports or reaching out to Customer Success for custom reports. This brings Dust's analytics capabilities in line with enterprise expectations for modern SaaS tools.

✨ Concrete Use Cases

Here's how you could use it:

Executive reporting: Export monthly adoption metrics to include in your quarterly AI transformation reports, showing DAU/MAU trends and demonstrating ROI to leadership.

Usage optimization: Identify which agents are most popular and which sources drive the most engagement, then use those insights to optimize your Dust rollout strategy and training programs.

BI integration: Pipe Dust analytics data into your existing Tableau, Looker, or PowerBI dashboards alongside other tools to create a unified view of productivity tool adoption.

📈 Benefits for you

• Self-service insights: No more waiting for manual reports—get instant visibility into adoption patterns

• Data-driven decisions: Use concrete metrics to guide your Dust rollout strategy

• Flexible export: Download charts as CSV or pull data programmatically via API

• Executive-ready: Generate adoption reports that demonstrate value to stakeholders

🚀 How to access it?

The analytics dashboard is available now to all workspace admins across all plans. Access it from your workspace admin panel. For API access, refer to the documentation for the new /api/v1/w/{wId}/analytics/export endpoint.

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⚠️ API Deprecation Notice

📌 Context

The legacy analytics endpoints /api/v1/w/{wId}/usage and /api/v1/w/{wId}/workspace-usage are now deprecated and will be sunset on June 1, 2026.

🔄 Impact on Dust

We've built a new, more comprehensive analytics API that supersedes these legacy endpoints, providing richer data and better functionality.

👤 Impact for you

If you or your team are using the old endpoints: You'll need to migrate to the new /api/v1/w/{wId}/analytics/export endpoint before June 1, 2026. The new endpoint is a strict superset—it covers everything the old endpoints provided plus adds skill usage, tool usage, and detailed per-agent and per-user breakdowns.

If you're not using these endpoints: No impact—no action needed.

✅ Actions required

• Review your integrations: Check if any of your systems or scripts are calling /api/v1/w/{wId}/usage or /api/v1/w/{wId}/workspace-usage

• Plan your migration: Update those integrations to use the new /api/v1/w/{wId}/analytics/export endpoint before June 1, 2026

• Reach out if needed: If you need assistance with migration, contact your Customer Success team

Better Slack responses for Dust agents

Three improvements to how Dust agents respond in Slack, shipping together.

🔄 Smoother streaming

Agent responses now appear in real time as they're being generated, using Slack's native streaming. The experience feels faster and more alive, no more waiting for a full response to land before you can start reading !

🔎 See what your agent is doing

While an agent works, a live progress indicator shows which tools it's using and what it's doing with them. For web searches, you can see the query it ran. For browsing, you can see the sites it visited and the sources it pulled from. Once the agent is done, the indicator disappears cleanly.

✨ Better formatted responses

Tables, dividers, and code blocks now render properly in Slack. Agents that output structured content like pipeline summaries, incident reports, or side-by-side comparisons will now display the way they were meant to, without workarounds.

⚠️

Responses that include file uploads use the previous format for now.

🔥 Concrete Use Cases

All your current slack use cases, enhanced !

🚀 How to access it?

This feature is rolling out progressively to all Slack users this week. No action required on your part, you'll automatically see these improvements in your Slack workspace when they're available.

🎯 What is it?

We've released a new official GitHub Action called dust-github-action that lets you manage your Dust Skills and Agent configurations directly from your Git repository. You can now version-control your Dust setup, review changes through pull requests, and automatically sync your workspace from CI/CD pipelines.

💡 Why is it useful?

Managing Dust configurations through code gives you the same benefits you already get with your application code: change history, peer review, rollback capabilities, and automation. Instead of manually updating agents and skills in the Dust interface, you can define them in your repository and let your CI pipeline keep everything in sync. This is particularly valuable for teams that want to maintain consistency across workspaces, review configuration changes before deployment, or integrate Dust setup into their existing development workflows.

⚙ How does it work?

The GitHub Action provides methods to "upsert" (create or update) Skills and Agent configurations from your repository into your Dust workspace. When you push changes to your repo or merge a PR, the action automatically applies those configuration changes to your workspace.

✨ Concrete Use Cases

Here's how you could use it:

Development workflow: Define your agents in YAML files in your repo, have teammates review changes in pull requests, then automatically deploy approved configurations to your production Dust workspace when merged to main.

Multi-workspace management: Maintain a single source of truth for your agent configurations and sync them across development, staging, and production Dust workspaces using different GitHub Actions workflows.

Audit & rollback: Track every change to your Dust setup in Git history, see who made what changes and why, and easily roll back to previous configurations if needed.

📈 Benefits for you

• Better collaboration: Review agent and skill changes through pull requests before they go live

• Version control: Full history of all configuration changes with the ability to roll back

• Automation: Reduce manual work by syncing configurations automatically from CI

• Consistency: Keep multiple workspaces aligned using the same configuration source

• Integration: Fits into your existing development workflows and tooling

🚀 How to access it?

The GitHub Action is available now for all workspace admins and developers using GitHub Actions. Check out the repository and documentation to get started: https://github.com/dust-tt/dust-github-action

The feature is in General Availability (GA) and ready for production use.

🎯 What is it?

You can now choose which email address to send from when using Dust agents with the Gmail tool. If you have aliases configured in your Gmail account (like [email protected] or [email protected]), agents can now send emails from these addresses instead of only your personal email.

💡 Why is it useful?

Many professionals use email aliases to represent teams, departments, or shared inboxes. Until now, when an agent sent an email on your behalf, it could only use your primary Gmail address. This created limitations when you needed to maintain a specific professional identity or represent a team.

⚙️ How does it work?

When you ask an agent with the Gmail tool to send an email, you can now specify which of your configured Gmail aliases to use as the sender address. The agent will send the email from that alias, as long as it's properly set up in your Gmail account.

✨ Concrete Use Cases

Here's how you could use it:

Customer Support: Ask an agent to craft and send responses from your [email protected] alias, maintaining consistency in customer communications while saving time on routine replies.

Team Communications: Have an agent send project updates or meeting summaries from your team's shared email address (like [email protected]), ensuring all correspondence appears to come from the team rather than an individual.

📈 Benefits for you

• Professional consistency: Maintain the right email identity for each context

• Team representation: Send on behalf of groups or departments

• Time savings: Automate email tasks without losing control over sender identity

• Better organization: Keep communications aligned with your existing email structure

🚀 How to access it?

This feature is automatically available if you're using the Gmail tool. Simply ensure your aliases are configured in your Gmail account settings, then specify which address you'd like to use when asking an agent to send an email.

🎯 What is it?

Dust now includes a "Discover Skills" feature that allows agents to automatically find and use relevant skills from your workspace. Builders can flag specific skills as "discoverable," making them available to global agents like @dust and @deep-dive without manual configuration.

💡 Why is it useful?

Previously, if you wanted an agent to use a specific skill, you had to manually configure it for each agent. This created friction and meant many useful workspace skills went underutilized. With discoverable skills, your agents can now intelligently tap into your organization's collective capabilities, improving the baseline experience for everyone in your workspace.

⚙️How does it work?

Builders can mark their skills as "discoverable" when creating or editing them. Once flagged, these skills become available to global agents, which can automatically detect when a skill is relevant to a user's request and activate it on the fly.

✨ Concrete Use Cases

Here's how you could use it:

Sales team collaboration: A sales ops builder creates a "CRM Integration" skill and marks it discoverable. Now when anyone asks @dust about customer data, the agent automatically uses that skill without individual setup.

Knowledge sharing: Your engineering team builds a "Code Review Helper" skill. Mark it as discoverable, and @deep-dive can leverage it whenever someone asks technical questions, instantly improving responses across the workspace.

📈 Benefits for you

• Zero configuration: End users get access to powerful skills without any setup

• Better agent responses: Global agents like @dust deliver more accurate, context-aware answers by tapping into workspace expertise

• Increased skill adoption: Your team's best skills get used more widely, maximizing ROI on skill development

• Improved baseline experience: Everyone in the workspace benefits from collective knowledge automatically

🚀 How to access it?

For Builders: When creating or editing a skill, look for the new "Make discoverable" option and enable it for skills you want to share workspace-wide.

For Users: Simply use @dust or @deep-dive as usual - they'll automatically discover and leverage relevant skills when needed.

🎯 What is it?

You can now create your own triggers on every agent you have access to, including default agents like dust and deep-dive. Triggers allow you to automate agent interactions based on specific events or conditions, extending automation beyond just the agents you've built yourself.

💡 Why is it useful?

Previously, trigger creation might have been limited to agents you owned or edited. We believe that if you can talk to an agent, you should be able to automate it. This opens up powerful automation possibilities across your entire workspace, letting you leverage any agent in your automated workflows.

⚙ How does it work?

Create triggers directly from the Agent Details side panel of any agent you want to automate. Once created, all your triggers are centralized in your profile page where you can easily manage and monitor them.

✨ Concrete Use Cases

Here's how you could use it:

Automated research digest: Create a trigger on the deep-dive agent to automatically compile weekly competitive intelligence reports every Monday morning, even though you don't own that agent.

Team notification workflows: Set up triggers on shared team agents to automatically notify specific channels when certain conditions are met, without needing editor permissions on those agents.

Cross-agent automation: Build workflows that chain together multiple shared agents via triggers, creating sophisticated automation pipelines using agents created by different people across your organization.

📈 Benefits for you

• Democratized automation: Automate any agent you use, not just the ones you built

• Centralized management: Find and control all your triggers in one place on your profile page

• Better collaboration: Leverage agents built by colleagues in your automated workflows

• Transparency: Agent editors can see and audit all triggers on their agents; admins maintain full oversight

🚀 How to access it?

1. Navigate to any agent you have access to

2. Open the Agent Details side panel

3. Create your trigger with your desired configuration

4. Manage all your triggers from your profile page

Agent editors can view and audit all triggers created on their agents directly in the builder. Workspace admins can delete any trigger if needed.

🎯 What is it?

You can now configure a single API key to work across multiple spaces in your workspace, instead of being limited to one space at a time. This gives you more granular control over how integrations access your Dust environment.

💡 Why is it useful?

Previously, if you wanted an integration to access multiple spaces, you had two options: either give it workspace-wide access (too permissive) or create separate API keys for each space (too complex). This new capability follows the principle of least privilege—you can grant access to exactly the spaces an integration needs, nothing more and nothing less.

⚙️ How does it work?

When creating or editing an API key in the admin UI, you can now select multiple spaces that the key should have access to. The permission resolution has been updated to handle this multi-space access smoothly.

✨ Concrete Use Cases

Here's how you could use it:

Export shared agents: You have an agent shared across 3 different team spaces (Sales, Marketing, Customer Success). You can now create one API key scoped to these 3 spaces to export or sync that agent's data, instead of managing 3 separate keys.

Controlled cross-team integration: Your data pipeline needs to access specific spaces (Finance and Legal) but not others. You can create a single API key with access to only those two spaces, maintaining security while simplifying key management.

📈 Benefits for you

• Better security: Apply least-privilege principles without operational complexity

• Simpler management: One key for multiple spaces instead of juggling multiple keys

• Unlock new workflows: Run integrations across controlled sets of spaces that weren't practical before

🚀 How to access it?

This feature is already live for all workspace admins. When you create or manage API keys in your workspace admin panel, you'll see the option to select multiple spaces. All existing API keys have been automatically migrated, so nothing changes unless you want to adjust the configuration.