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The Studio is also the live operations console for a server. You confirm it is healthy, read its configuration, and drive live operations — reloading a tool, updating the manifest, or removing a capability — without a restart and without leaving the browser.

Health

The System screen reads the server’s liveness probe. A green Healthy badge confirms the server is up and answering. The demo instance below shows a populated Healthy badge.
The System screen showing a 'Healthy' badge from the server's liveness probe.The System screen showing a 'Healthy' badge from the server's liveness probe.

The System screen: a populated 'Healthy' badge from the server's liveness probe.

The kinds table

The System screen also reads the server’s kinds summary — the plugin kinds the server knows about and, for each, whether it is active (a provider is configured and running), running on a default (the built-in fallback is in use), or off (the kind is not configured). It is the fastest way to confirm which providers a running server actually resolved — for example, which identity and accounts providers the configured auth-provider chain brought up. The same summary is served at GET /api/system/kinds and printed in the server’s startup log — see live operations.
The System kinds table listing plugin kinds with active, default, or off status.The System kinds table listing plugin kinds with active, default, or off status.

The System screen's kinds table: each known plugin kind with its active, default, or off status.

User administration

When a server runs an accounts provider that ships a Studio page, that page mounts into the shell as its own users-admin surface — an example of the studio plugin model, where a plugin contributes UI, not just API routes. From it an admin manages human accounts: create a user, issue an invite, apply a role, and disable an account. The role picker reflects the current editable role set (the seeded admin/editor/viewer plus any role an admin has created with tai roles). The page governs only the usr-* human principals. Machine keys are managed on the API keys surface, and non-human sign-in subjects (oidc:*, idp:*) through the raw access-control policy routes — see the principal-type split.
The users-admin page listing human accounts with invite and role controls.The users-admin page listing human accounts with invite and role controls.

The plugin-contributed users-admin page: the human accounts on a server, with invite and role controls.

The users-admin page is contributed by an accounts provider plugin. Its exact fields and controls come from that plugin; the concrete provider setup lives in the plugin’s own repository README, not on this site.

The operations dashboard

The Dashboard summarises the server’s monitoring backend — total runs, cost, latency, and token counts over a time range, with a per-model breakdown and a trend chart. It answers “what has this server been doing” at a glance. The demo instance below is populated from a monitoring backend seeded with example runs, so the summary tiles, trend chart, and per-model breakdown show representative data. With no monitoring backend registered, the Dashboard renders a clean empty state instead.
The observability Dashboard with summary tiles and a trend chart.The observability Dashboard with summary tiles and a trend chart.

The observability Dashboard: run, cost, latency, and token summaries.

Settings and environment

The Settings and Environment tabs are the deployment’s admin-owned config store: the server’s configuration mode, its settings schema, and the stored environment values — one store holding the deployment’s environment plus each settings class’s values, including deployment secrets such as the connector encryption key. Each subsystem’s settings — connector crypto, engine config, store connections — surface as an editable form. Because that store is admin-owned, both tabs are admin-only; an editor or viewer configures each feature through the feature’s own screen, never here — see user types and permissions. The API keys tab on this screen is separate and self-service: any signed-in user manages its own keys there, regardless of role.
The Settings screen showing the server's configuration schema.The Settings screen showing the server's configuration schema.

The Settings screen: the server's configuration mode and settings schema.

Live operations

Because the Studio drives the same /api/* surface as the tai CLI, the management operations are one run away. From the Tools screen you invoke reload_tool, remove_tool, or reload_config — the live operations — to reload a tool, drop one from the live registry, or soft-restart the server in place. While a reload is in flight, the API answers dispatch routes with a retriable 503 rather than serving against a half-swapped registry.
Anything the console does maps to an HTTP route and a CLI command. Reach for tai mcp status or tai tools run from a terminal when you want the same operation scripted.
See live operations for the management operations, and the CLI reference and HTTP API reference for the routes behind each screen.