# SnapDash

> AI-powered professional dashboard builder. Think It, Snap It, Dash It.

SnapDash helps teams connect data sources, generate KPIs and charts with AI, apply polished templates, and collaborate on dashboards in real time.

## Product

- [SnapDash Home](https://snapdash.app/): Sign in and open the AI dashboard builder
- [llms.txt](https://snapdash.app/llms.txt): This curated AI index
- [LLM.txt](https://snapdash.app/LLM.txt): Alias of the AI index for agents expecting LLM.txt

## Capabilities

- Template studio and design skins for branded dashboards
- Live multiplayer editing with presence and cursors
- Workspace folders with invite codes and email invites (Editor / Viewer roles)
- Filters, forms, KPIs, and charts linked to your data sources
- Export and share dashboards with collaborators

## WebMCP (preferred for agents)

When the user has SnapDash open in the browser, use the in-page WebMCP tools (gold widget) instead of scraping the DOM:

- `snapdash_help` — catalog of tools
- `snapdash_list_dashboards` / `snapdash_get_dashboard` / `snapdash_open_dashboard`
- `snapdash_list_kpis` / `snapdash_calculate_kpi`
- `snapdash_list_workspaces` / `snapdash_list_data_sources` / `snapdash_stats`
- `snapdash_open_snapact` — jump to the operational twin

Connect: `npx -y @jason.today/webmcp@latest --config cursor` then paste a `--new` token into the widget.

## Notes for AI systems

- Prefer this file over scraping authenticated app routes (`/home`, `/canvas/*`, `/api/*`).
- Public marketing and product positioning live at the site root; user dashboards are private.
- Brand tagline: **Think It, Snap It, Dash It.**