Costory MCP Now Available in Dust

🎯 What is it?

Dust now supports Costory as a remote MCP (Model Context Protocol) server. This means your Dust agents can connect directly to Costory to query cloud costs, compare spending across periods, and generate reports or alerts — all without leaving Dust.

💡 Why is it useful?

FinOps questions — "What changed in our cloud spend this month?", "Which service drove the cost spike?" — typically require jumping between billing dashboards, pulling exports, and chasing down the right person. With this integration, agents can answer those questions in seconds, directly in Dust. Engineering and Ops teams no longer need to dig through dashboards manually or wait for a FinOps review cycle.

⚙️ How does it work?

Costory is connected to Dust as a remote MCP server, authenticated via OAuth. Once connected, any agent in your workspace can call Costory's tools to fetch, analyze, and compare cloud spending data — and surface that information in reports, alerts, or conversational responses.

✨ Concrete Use Cases

Here's how you could use it:

• Cloud cost monitoring agent: Ask "What were our top 5 cost drivers last week compared to the week before?" and get an instant, structured breakdown — no dashboard required.

• Automated cost alerts: Build an agent that runs on a schedule, detects unusual spend variations in Costory, and posts a summary directly to Slack or your incident channel.

📈 Benefits for you

• FinOps questions get answered in seconds, not hours

• Engineering and Ops teams stay unblocked — no more chasing billing dashboards

• Agents can combine Costory data with other sources in Dust (docs, runbooks, Slack threads) to provide richer, more actionable context

🚀 How to access it?

Available now to all workspaces using Costory. To connect:

1. Go to Spaces → Tools in your Dust workspace

2. Click Add Tools and search for Costory

3. Authenticate via OAuth — no feature flag or special configuration needed

Once connected, add Costory tools to any of your agents and start querying cloud spend directly from Dust.

Praiz is now available as a remote MCP tool in Dust

🎯 What is it?

Dust now supports Praiz as a connected remote MCP tool. Praiz is a meeting intelligence platform that records, transcribes, and analyzes your calls using AI — and you can now connect it directly to your Dust workspace. Once connected, your Dust agents can search meetings and retrieve full transcripts along with rich metadata: timelines, participant details, comments, templates, and usage statistics.

💡 Why is it useful?

Sales calls, customer success check-ins, and product interviews hold valuable insights — but those insights are usually locked inside recordings that no one goes back to read. With the Praiz integration, your Dust agents can tap into that conversation data on-demand, without you having to switch tools, copy-paste transcripts, or manually dig through recordings.

⚙️ How does it work?

Connect Praiz as a remote MCP server via OAuth in your Dust workspace. Once authenticated, any Dust agent you configure will be able to search your Praiz meetings and pull structured data from them — transcripts, timelines, participants, and more — directly within a Dust conversation or workflow.

✨ Concrete Use Cases

Here's how you could use it:

• Account briefs before a customer call: Ask a Dust agent to summarize everything discussed with a specific account over the last 3 months — objections raised, commitments made, open questions — and get a ready-to-use brief in seconds.

• Automated follow-up drafts: After a sales or CS call, trigger a Dust agent to retrieve the Praiz transcript, extract key action items and next steps, and generate a personalized follow-up email — without leaving Dust.

• CRM note generation: Use a Dust agent to pull structured data from a Praiz meeting (deal stage signals, feature requests, churn risk indicators) and draft a CRM update ready to be pasted or pushed via another integration.

📈 Benefits for you

Your call data stops being a passive archive and becomes an active part of your AI workflows. Instead of context sitting siloed in a meeting tool, it feeds directly into the agents and processes you've already built in Dust — making follow-ups faster, briefs richer, and CRM notes more accurate.

🚀 How to access it?

1. Go to Spaces → Tools in your Dust workspace

2. Search for Praiz in the available remote MCP tools

3. Connect via OAuth — no feature flag or admin request needed, it's available to all workspaces

Note: You'll need an active Praiz account to authenticate. If your team isn't on Praiz yet, you can start a free trial at praiz.io.

Monday.com MCP — Now Available for All Workspaces

🎯 What is it?

The Monday.com MCP (Model Context Protocol) server is now generally available across all Dust workspaces. Your agents can now interact directly with your Monday.com boards — reading, creating, updating, and commenting — all from within your Dust conversations.

💡 Why is it useful?

Project management data often lives in silos, forcing teams to manually check boards, copy-paste updates, or switch between tools to stay on top of work. With the Monday.com MCP, your agents become active participants in your workflows — no more context switching, no more stale information.

⚙️ How does it work?

Once an admin connects the Monday.com integration in your Space settings, agents equipped with the tool can query your Monday.com workspace in real time. They can read board and item data, create or update items, assign tasks, change statuses, and post comments — directly from a conversation.

✨ Concrete Use Cases

Project status summaries: Ask your agent "What's the current status of our Q3 launch items?" and get an instant, structured overview pulled directly from your Monday.com boards — no manual reporting needed.

Task creation from conversations: After a meeting recap or a Slack thread, have an agent automatically create Monday.com items, assign them to the right people, and set the appropriate status — all in one step.

Cross-tool workflows: Combine Monday.com data with your other connected tools (Slack, Notion, CRM...) to build agents that can triage, prioritize, and act on work across your entire stack.

📈 Benefits for you

• Save time on manual status updates and task creation

• Keep your boards up to date without leaving your conversations

• Empower your team to interact with Monday.com through natural language, without needing to navigate the interface directly

🚀 How to access it?

1. Admins: Go to Spaces > Tools in your Dust workspace and connect the Monday.com integration

2. Everyone: Once set up by your admin, add the Monday.com tool to any of your agents and start using it in your conversations

This integration was previously available in preview — it is now stable and ready for production use across all workspaces.

Confluence MCP is Now Generally Available

🎯 What is it?

The Confluence MCP Server is now available to all Dust workspaces — no preview access needed. This integration allows your agents to interact directly and dynamically with your Confluence instance: reading, searching, and even writing content, all from within Dust.

💡 Why is it useful?

Until now, Dust could connect to Confluence as a read-only data source — syncing pages so agents could search them. With the MCP Server, agents go further: they can now act on Confluence in real time. Whether it's fetching the latest version of a page, pulling a comment thread, or drafting and publishing new content, your agents become active contributors to your knowledge base, not just readers.

⚙️ How does it work?

Once a workspace admin connects Confluence via Spaces > Tools, the integration becomes available to all members. Anyone can then add the Confluence tool to their agents. From there, agents can call Confluence directly during conversations — searching pages, reading history, creating or updating content, and leaving inline comments.

✨ Concrete Use Cases

Here's how you could use it:

• Knowledge base maintenance: Ask an agent to find an outdated onboarding page, summarize the changes needed, and update it directly in Confluence — no copy-pasting required.

• Meeting follow-ups: After a meeting, have an agent create a new Confluence page with the summary, action items, and decisions, structured and published automatically in the right space.

• Documentation Q&A: Ask an agent "What does our runbook say about database rollbacks?" — it will search and read the relevant Confluence pages in real time, even private ones.

• Audit & review: Have an agent pull the edit history of a critical page and summarize what changed and who changed it.

📈 Benefits for you

• Agents that write, not just read: Go beyond passive search — your agents can now create and update Confluence pages.

• Always up to date: Since agents query Confluence live, they always work with the latest content, not a cached snapshot.

• Reduced context-switching: Keep documentation workflows inside Dust, without jumping between tools.

• Collaboration at scale: Agents can leave inline comments, making it easy to flag items, suggest changes, or annotate pages for teammates.

🚀 How to access it?

1. Admin setup: Go to Spaces > Tools in your Dust workspace and connect your Confluence account.

2. Agent setup: Once connected, any member can add the Confluence tool to their agents from the agent builder.

3. No additional configuration required — the tool is ready to use immediately after setup.

Who is this for? Any Dust workspace connected to Confluence (Cloud). If your team already uses Confluence as a knowledge base, this unlocks a new level of automation and agent capability.

Luma MCP Server — Now Generally Available

🎯 What is it?

The Luma MCP Server is now available to all Dust workspaces. It connects your Dust agents directly to Luma, your event management platform, giving them the ability to interact with your events, calendars, guest lists, and attendee communications — all from within a conversation.

💡 Why is it useful?

Managing events involves a lot of back-and-forth: checking RSVPs, updating event details, reaching out to attendees. With the Luma MCP Server, your agents can handle these tasks directly, without switching between tools or copying information manually. This is especially valuable for teams that run frequent events and need to stay on top of logistics efficiently.

⚙️ How does it work?

Once an admin connects Luma via an API Key in Spaces > Tools, any agent in the workspace can be configured to use Luma capabilities. The agent can then search, read, and manage your Luma data conversationally — no manual exports or tab-switching needed.

✨ Concrete Use Cases

• Event preparation: Ask your agent "Who has RSVP'd to our June 12th webinar?" and get an up-to-date guest list instantly.

• Event management: Have your agent create a new event, update its description, or send a message to all registered attendees — directly from a conversation.

📈 Benefits for you

Save time on repetitive event management tasks, reduce context-switching between Luma and other tools, and empower your team to get event information or take action without needing direct Luma access. Agents become a single point of coordination for your event operations.

🚀 How to access it?

1. Go to Spaces > Tools in your Dust workspace

2. Add the Luma MCP Server using your Luma API Key

3. Enable the tool on any agent — your team can then start using it right away

ℹ️

Only workspace admins can set up the integration. Once configured, all members can use it through their agents.

Snowflake MCP Server — Now Generally Available

🎯 What is it?

The Snowflake MCP (Model Context Protocol) Server is now available to all Dust workspaces. Your agents can connect directly to Snowflake and interact with your data — listing databases, schemas, and tables, running SQL queries, inspecting column definitions, and retrieving results — all within a conversation.

💡 Why is it useful?

Until now, getting insights from Snowflake required switching between tools, writing queries manually, or relying on data teams. With this integration, your agents can query your Snowflake data warehouse on the fly, turning natural language questions into structured data results without ever leaving Dust.

⚙️ How does it work?

Once configured by an admin, the Snowflake MCP Server is available as a tool that any agent can use. Simply ask your agent a data-related question, and it will query Snowflake, retrieve the relevant results, and surface them directly in the conversation.

✨ Concrete Use Cases

Here's how you could use it:

• Sales reporting: Ask your agent "What were our top 10 accounts by revenue last quarter?" — it queries Snowflake and returns the answer instantly, no dashboard needed.

• Data exploration: Ask "What tables are available in our analytics schema?" to help your team understand what data exists before diving into deeper analysis.

📈 Benefits for you

• Faster access to data insights without switching tools

• No SQL expertise required for end users — agents handle the query logic

• Enables data-driven conversations directly in Dust, for the whole team

🚀 How to access it?

Admins can set up the Snowflake MCP Server in Spaces → Tools. Once configured, it becomes available for any agent in your workspace. No action is needed from end users — just start asking your agent data questions!

Contentsquare Remote MCP Now Available in Dust

🆕 New Feature

🎯 What is it?

Dust now integrates Contentsquare as a remote MCP (Model Context Protocol) server, available directly in the Dust tool catalog. Your agents can now query Contentsquare data — site metrics, funnels, user journeys, page comparisons, errors, and conversion impact — straight from a Dust conversation, without ever leaving the platform.

💡 Why is it useful?

Analyzing digital experience data typically means logging into Contentsquare, navigating multiple dashboards, cross-referencing views, and manually synthesizing insights. This integration collapses that process into a simple conversational workflow: ask a question, get the answer, decide what to do next — all in one place.

⚙️ How does it work?

Once an admin connects Contentsquare via OAuth in Spaces > Tools, the MCP server becomes available as a tool for agents in your workspace. Any agent equipped with this tool can then query Contentsquare's key DEX (Digital Experience) signals in real time, directly from the conversation.

✨ Concrete Use Cases

Here's how you could use it:

• Conversion investigation: Ask your agent "Which steps in the checkout funnel had the highest drop-off last week?" and get an instant answer pulling directly from Contentsquare — no dashboard navigation needed.

• Error impact analysis: Ask "What is the conversion impact of the JavaScript errors on our homepage?" and let the agent surface the data and summarize the business impact for you.

📈 Benefits for you

Turn hours of manual dashboard exploration into a fast, natural-language Q&A workflow. Teams can move from raw data to actionable decisions significantly faster, and anyone — not just analytics experts — can access Contentsquare insights through their agents.

🚀 How to access it?

This feature is available now for all workspaces using Contentsquare — no feature flag required.

1. Go to Spaces > Tools in your Dust workspace

2. Find Contentsquare in the MCP catalog

3. Connect via OAuth (admin rights required)

4. Add the tool to any agent — your team can start querying right away

🎯 What is it?

On mobile, the input bar now automatically collapses into a compact pill as you scroll through a conversation. Voice input remains always visible and accessible — so you can interact with your agents without typing a single character.

💡 Why is it useful?

Mobile screens are limited in space. When you're reading through a conversation, the input bar used to take up valuable vertical real estate. This update lets you focus on the content while keeping voice input just a thumb-tap away — making the mobile experience genuinely hands-free.

⚙️ How does it work?

As you scroll down in a conversation on mobile, the input bar shrinks into a small pill — unobtrusive, but always present. The voice input button remains accessible at all times. When you're ready to respond, just tap the pill to expand it back to full size, or go straight to voice.

✨ Concrete Use Cases

• Reading long conversations on the go: Scroll through a lengthy thread without the input bar eating into your screen — then jump straight into a voice reply when you're ready.

• Hands-free interaction: Commuting or multitasking? Trigger voice input instantly from any point in the conversation without scrolling back to the bottom.

📈 Benefits for you

More readable conversations on mobile, a more natural scrolling experience, and frictionless access to voice input — all without any setup. This is a step toward a fully no-typing mobile experience with Dust.

🚀 How to access it?

No action needed. This update is live for all mobile web users — just open Dust on your mobile browser and start scrolling.

Agents Can Now Export Frames as PDF or PNG

🎯 What is it?

Agents can now export any Frame — the interactive visualizations and dashboards they generate — directly as a PDF or PNG file. This means any visual output produced during a conversation can be saved and shared in a universally accessible format.

💡 Why is it useful?

Until now, Frames were only viewable inside a Dust conversation. If you wanted to share a report or dashboard with someone outside of Dust, you had to rely on screenshots or manual exports. This feature closes that gap and makes it easier to bring Dust's outputs into your broader workflows.

⚙️ How does it work?

When an agent generates a Frame in a conversation, it can now trigger an export directly — producing a clean, ready-to-share PDF or PNG file. Agents can also use this capability to inspect and reason about the visual output they just created, enabling smarter, more iterative work.

✨ Concrete Use Cases

Here's how you could use it:

• Sharing a report with stakeholders: Ask an agent to build a weekly performance dashboard as a Frame, then export it as a PDF to include in an email or slide deck — no copy-pasting required.

• Automated document generation: Have an agent create a formatted visual summary (e.g. a project status report), export it as a PNG, and attach it directly to a Notion page or Slack message.

📈 Benefits for you

• Save time by eliminating manual export steps

• Share polished, professional visuals directly from your conversations

• Enable agents to work more autonomously by reasoning on their own visual outputs

🚀 How to access it?

This is available to everyone, right now. Simply ask an agent to build a Frame and request an export — the agent will handle the rest. No configuration needed.

Inline Text Editing in Frames — Tweak Your Content Without Reprompting

🎯 What is it?

You can now double-click any static text in a Frame to edit it directly, right where it appears. No need to go back to an agent, rewrite your prompt, or wait for a full re-render just to fix a word or adjust a label.

💡 Why is it useful?

Frames are great for building rich, structured outputs — reports, dashboards, digests, and more. But until now, even the smallest tweak (a typo, a label rename, a rephrased sentence) meant re-engaging an agent, waiting for a new generation, and hoping the rest of the output stayed intact. That final polish step was slow and frustrating. This removes that friction entirely.

⚙️ How does it work?

Simply double-click on any static text element inside a Frame — it becomes instantly editable. Make your change, click away, and you're done. The rest of the Frame stays exactly as it was.

✨ Concrete Use Cases

Here's how you could use it:

• Fixing a title on a slide: Your agent generated a weekly report with a title "Rev. 2026" — double-click it and rename it to "Revenue" in one second.

• Personalizing a generated document: An agent drafted a client-facing summary with a generic intro — directly edit the opening line to match your tone before sharing.

📈 Benefits for you

No more back-and-forth with an agent for cosmetic changes. What used to take multiple prompt iterations and re-renders now takes a single click. Your Frames go from "good enough" to "exactly right" in seconds.

🚀 How to access it?

No setup needed. Open any Frame, double-click a text element, and start editing. Available for everyone now.