agui-author
Author live dashboard UI from an agent via the `emit_ui` MCP tool. Emit
Enable, operate, and extend CAO's MCP Apps surface — the host-rendered fleet dashboard visible inside MCP App hosts (Claude Desktop, ChatGPT, VS Code Copilot, Goose, Postman). Use when the user says "enable MCP Apps in CAO", "the ui://cao views aren't rendering", "rebuild MCP
$ npx -y skills add awslabs/cli-agent-orchestrator --skill cao-mcp-apps --agent claude-codeHow it fires
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Enable, operate, and extend CAO's MCP Apps surface — the host-rendered fleet dashboard visible inside MCP App hosts (Claude Desktop, ChatGPT, VS Code Copilot, Goose, Postman). Use when the user says "enable MCP Apps in CAO", "the ui://cao views aren't rendering", "rebuild MCP
name: cao-mcp-apps description: Enable, operate, and extend CAO's MCP Apps surface — the host-rendered fleet dashboard visible inside MCP App hosts (Claude Desktop, ChatGPT, VS Code Copilot, Goose, Postman). Use when the user says "enable MCP Apps in CAO", "the ui://cao views aren't rendering", "rebuild MCP Apps bundles", "add a new ui://cao/* view", or "configure the MCP Apps OAuth scope layer". Operates on the CAO_MCP_APPS_ENABLED surface and cao_mcp_apps/ build system. Not for the localhost:9889 browser dashboard, not for plugins, providers, or session management. compatibility: Requires CAO_MCP_APPS_ENABLED=true, cao-server running, and an MCP App-capable host (SEP-1865).
Operator + developer playbook for CAO's host-rendered fleet UI. Reference docs: [`docs/mcp-apps.md`](../../docs/mcp-apps.md); example: [`examples/mcp-apps/`](../../examples/mcp-apps/).
**Authoritative spec & sources of truth:** [MCP Apps Overview](https://modelcontextprotocol.io/extensions/apps/overview) · [Build an MCP App](https://modelcontextprotocol.io/extensions/apps/build) · [capability negotiation](https://modelcontextprotocol.io/extensions/overview#negotiation) · [client matrix](https://modelcontextprotocol.io/extensions/client-matrix) · stable spec [`2026-01-26/apps.mdx`](https://github.com/modelcontextprotocol/ext-apps/blob/main/specification/2026-01-26/apps.mdx) (SEP-1865, Status: Stable) · SDK [`@modelcontextprotocol/ext-apps`](https://www.npmjs.com/package/@modelcontextprotocol/ext-apps) v1.7.4 ([API ref](https://apps.extensions.modelcontextprotocol.io/api/index.html) · [repo](https://github.com/modelcontextprotocol/ext-apps)) · provenance [PR #1865](https://github.com/modelcontextprotocol/modelcontextprotocol/pull/1865).
The surface is **default-off**. Enable and run:
export CAO_MCP_APPS_ENABLED=true uv run cao-server # :9889 (REST + SSE /events) uv run cao-mcp-server # registers tools/resources via the mcp_apps plugin
It is packaged as the built-in `mcp_apps` plugin (`cao.plugins` entry-point). The plugin's `on_mcp_server` hook registers the `ui://cao/*` resources, the five app tools, the topology widget, and advertises the `io.modelcontextprotocol/ui` capability — best-effort and default-off, so nothing changes when the flag is unset.
All mutations flow through `submit_command(kind, payload)` — kinds: `send_message`, `assign`, `create_session` (standard); `interrupt`, `pause`, `resume` (lifecycle); `shutdown_session` (destructive). For full payload schemas and scope requirements per kind, see [references/submit-command-kinds.md](references/submit-command-kinds.md).
Beyond `tools/call`, the views exercise the spec's bidirectional channel:
"Open full Web UI ↗" → `http://127.0.0.1:9889` **only when** the host advertises `hostCapabilities.openLinks` (gate on `app.canOpenLinks()`; the sandbox forbids `window.open`).
`availableDisplayModes: ["inline","fullscreen"]` at `ui/initialize`.
before the result lands.
summaries keep the agent aware without leaking message contents.
`preferredFrameSize` and `requiredScopes` are CAO additions, **not** spec `_meta.ui` fields (the spec sizes via `containerDimensions` + `ui/notifications/size-changed`); CAO requests **no** elevated `permissions`.
See [assets/mcp-apps-example.md](assets/mcp-apps-example.md) for a worked MCP Apps integration example.
`initialize` advertises `io.modelcontextprotocol/ui` (the host must speak SEP-1865). Non-SEP-1865 hosts still get text-only tool results.
`cd cao_mcp_apps && npm ci && npm run build:all`. The topology widget needs no build and is the quickest smoke test (`curl /widgets/topology/topology.html`).
`cao:write`/`cao:admin` (`cao:admin` for `delete_session`). Unset `AUTH0_DOMAIN`/`CAO_AUTH_JWKS_URI` to disable enforcement.
drop-on-slow, so a stalled consumer silently loses events — re-hydrate via `cao_fetch_history`.
— it teaches how to call `emit_ui` with the six allow-listed components. Your `emit_ui` intents feed the L2 constructs that these views render.
It equips the official ext-apps Agent Skills (`create-mcp-app`, `add-app-to-server`, `migrate-oai-app`, `convert-web-app`) and the build guide. Use `add-app-to-server` when adding a new `ui://cao/<name>` view.
`mcp_server/app_tools.py` (map to a real Backplane HTTP endpoint; never bypass the HTTP-only boundary) and to the scope pre-check.
point under `cao_mcp_apps/`, build it, and tag the rendering tool with `ui_meta(...)`. For the full step-by-step view creation procedure, see [references/extending-views.md](references/extending-views.md).
CLI Agent Orchestrator (CAO) coordinates multiple AI coding CLIs so a supervisor can delegate work to specialist agents in parallel or sequence. 📚 Documentation — guides, reference, and two interactive courses.
Repo: awslabs/cli-agent-orchestrator
Author live dashboard UI from an agent via the `emit_ui` MCP tool. Emit
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