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Enables AI agents to explore and operate Frappe Framework, ERPNext, and HRMS sites at runtime by discovering installed apps, permission-visible DocTypes, schemas, records, child tables, reports, workflows, workspaces, print formats, files, and translations through the authenticated Frappe session. It also supports guarded create, update, delete, submit, cancel, and workflow actions alongside standard DocType, Custom Field, Property Setter, Client Script, permission, and app-customization export operations, each gated by preview and explicit confirmation.