Toucan AI Docs

Core

With Core, you build your analytics experience yourself: connect your data, build charts and dashboards, embed them in your product and govern access.

With Core, you build and run your own analytics experience on Toucan AI.

Best for teams that want to build and run their own analytics experience.

If you would rather have Toucan build and run it for you, see Crew.

Getting started

From a new account to your first embedded chat or dashboard: the shortest path to value with Core.

Build

Connect your data, describe it for the AI, and build charts and dashboards.

Embed

Embed chats and dashboards in your product, with authentication, row-level security and your branding.

Govern

Control who sees what: roles, single sign-on, AI settings, and how your data stays isolated.

Tutorials

Step-by-step guides for common tasks, from connecting data to embedding.

Credits & Usage

How credits are consumed, and how to follow your usage.

Which MCP do I need?

Toucan AI offers two MCP servers: the Maker MCP to build with your AI agent, and the Explorer MCP to let your users ask questions from their own chat.

Getting started with Core

From a new account to your first embedded chat or dashboard: the shortest path to value with Core.