Dives

Rich data experiences, built by your favorite agent

Create rich data apps and interactive visualizations for internal insights or embedding in your application. Build, deploy, and manage with the agent of your choice — no BI license required.

Fewer tools, more answers

Bring your questions and your agent. MotherDuck does the rest.

Diagram showing an AI agent querying a MotherDuck data warehouse through natural language and saving the result as an interactive Dive visualization

Ask Once, Explore Forever

Go deeper than a dashboard. Start with a question, then build interactive visualizations in your workspace. Filter, drill down, and revisit your answers anytime — no exports, no waiting.

Natural language to live visualization

The best answers come from your organization’s context. Use your agent to explore data with the MotherDuck MCP Server, iterate on your analysis, and publish a Dive to explore with live data.

Illustration of a natural language prompt 'How did X perform last month?' submitted via Claude and Slack, generating a live line chart visualization

Bring your own agent

The best agent is the one you already use. Bring any agent that connects to the MotherDuck MCP, like Claude, ChatGPT, or Cursor.

Illustration of a MotherDuck database connected to multiple AI agents including Claude, ChatGPT, and Cursor

Explore and filter instantly

Dives aren't static. Click, filter, and drill down to find the answer you're actually looking for – powered by dual execution for instant query performance.

Screenshot of a Product Metrics Dive showing a bar chart with a time filter dropdown open, letting users switch between last day, last week, and last month

Lives in your workspace

Dives persist alongside your SQL and data. No context switching between tools, no separate BI login. Your answers stay where your data lives.

Screenshot of a Dive living inside the MotherDuck workspace, showing a pie chart, bar chart, and line chart alongside the data sidebar

Try a live Dive

Ask the agent a question and watch it build an interactive chart with real data.

Embedded Dive: Global Earthquake ExplorerLIVE QUERIES


See what others have built

Explore dashboards and business intelligence apps built with MotherDuck Dives — and get inspired to build your own.

FAQS

Dives are interactive visualizations you create with natural language, directly on top of your data in MotherDuck. They query live data using MotherDuck’s dual execution feature for snappy data experiences and easy sharing. Check out the Dive Gallery to see examples from the community.
Ask a question to your AI agent (Claude, ChatGPT, etc.) through the MotherDuck MCP Server. Your agent queries the database and assembles a live, interactive Dive you can save to your workspace.
Dives are just one of the MCP Server’s skills, bridging one-off questions with long-lived dashboards. Ask a question to your AI agent, get a result, then save it as a Dive — a live component in your MotherDuck workspace that's always up to date.
Dives handle the long tail of data questions that don't justify a full dashboard. Keep your vetted dashboards for critical metrics; use Dives for everything else.
Yes! You can embed Dives directly in your application. Check out the Embedding Dives documentation to get started.

Take a dive into your data

Turn one-off questions into interactive answers.