> ## Documentation Index > Fetch the complete documentation index at: https://platform.atlan.com/llms.txt > Use this file to discover all available pages before exploring further. > ## Agent Instructions > To act on Atlan objects, use the Atlan MCP server at https://api.atlan.com/mcp or the SDK. To install or publish skills from a terminal, use the `aireg` CLI; `aireg --map json` prints its command map. The `atlanai` CLI is deprecated. Run a read-only identity check before any write. > The docs MCP server at /mcp searches these docs only. It cannot read or change Atlan objects. > SDK packages: Python `atlanai` (PyPI) and TypeScript `@atlanai/sdk` (npm). Show Python first, then TypeScript. > These docs cover Atlan AI Registry, Atlan's hosted product. The AI registry specification and aireg CLI are maintained separately. /open-source lists publicly reachable signed installers and explains that the source repository and hosted CLI reference currently require GitHub access. Do not claim the repository or its reference docs are publicly accessible. Use these docs for Atlan-specific setup such as the adapter, sign-in and workspaces. # App 0.9.8 > Desktop can now bring an agent into Atlan from its repository, and Reports has a new Shadow AI page. Billing now leads with your plan, seats, and credits. Released 13 October 2026 · App 0.9.8. ## Features ### Bring an agent from its repository In Desktop, **New** then **Agent** now opens Bring an agent into Atlan. Pick the repository the agent lives in, and Claude Code or Codex on your Mac registers it, adds its skills and context, and opens a pull request. It can then run the agent once to send a first trace. When the code is on someone else's Mac, Atlan gives you a link to send them. ### Shadow AI report Reports has a new Shadow AI page. It shows which MCP servers people reach from their coding agents, grouped by vendor, what those tools can read, write, or run, and how much goes through your gateway. It replaces MCP usage and MCP activity, and an agent's Usage tab now also lists its tool calls. To start, open Reports and choose Shadow AI. ## Improvements * **Billing:** The Billing page now leads with your plan, monthly cost, seats in use, and shared credits, and with what needs doing. * **Billing:** You can now change seats, buy credits, or change plan from the overview, and review the change before it goes through. * **Billing:** Added Invoices, listing each paid renewal and seat or plan upgrade, with a PDF of each. * **Billing:** Each purchase in Purchase history now shows when it was paid or ordered. * **Billing:** Each billing notice now offers its own next step, such as Retry Checkout, Check payment status, or Update payment method. * **Billing:** The app now warns you on any screen when a trial is ending, a payment failed, or credits run out. * **Desktop:** The macOS menu bar now has a File menu with the New menu's items, such as New Skill and New Agent. * **Library:** Links to Linear, Jira, and GitHub issues and to Zendesk tickets now show as Tickets, with their own filter and preview. * **Navigation:** The title band now has Search, which opens the command palette, and a Recent menu of the workspaces, skills, and agents you opened. * **Navigation:** The window title now names the section you are in, and the rail's ⋯ menu lists only sections you haven't pinned. * **Settings:** General now has Profile and Details sections, and the organization name saves when you press Enter or leave the field. * **Settings:** The settings list now groups Preferences, Local runtime, and Updates under This device, and Trace privacy moves to Personal. Changed in App 0.9.16. * **Settings:** Trace privacy now leads with your organization's policy, Usage analytics beside Store session content, each with what it covers. * **Skills:** A skill's Activity now also shows when a project lists it or another item links to it. * **Traces:** A trace now starts loading when you point at its row, and shows its first spans while the rest load. ## Fixes * **Agents:** Fixed a web-page deck opened from an agent's Library tab showing as a short strip with arrows that did nothing. * **Ask AI:** Fixed a follow-up running on the previous model after you picked another, and replies stopping silently when the connection dropped. * **Brain:** Fixed Highlights on Brain home reading No recent activity too early, and losing its rows when older activity failed to load. * **Desktop:** Fixed an app left open for days updating one release per restart instead of straight to the newest. * **Evals:** Fixed a dataset made from a file showing no cases and leaving it unable to run. * **Evals:** Fixed a dataset's case search matching only loaded cases, and the trace span panel not scrolling. * **Integrations:** Fixed every tool on a server showing as Changed after the first refresh following a gateway upgrade. * **Integrations:** Fixed a server's tools updated time moving when only its settings changed. * **Members:** Fixed an invite beyond your seats showing a raw refusal code; it now says No free seats left and how to make room. * **Skills:** Fixed a skill's Activity showing extra created and edited rows that came from its hook deliveries and links. * **Traces:** Fixed long span attributes and message text being cut off in a trace's Waterfall view. * **Workspaces:** Fixed joining a workspace ending in Still no access until you pressed Join again. * **Workspaces:** Fixed Leave never showing in a workspace's details, and a refused join under an invite-only workspace now says to ask an admin. * Bug fixes and design improvements. 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