Oliver Kieselbach aab7ae12ff feat(mcp): get_agent_efficiency_metrics tool + honest truncated + full platform pass-through
- New GA-only tool get_agent_efficiency_metrics: near-pass-through of the
  server-side per-version aggregation (120s timeout, default 500 sessions,
  optional tenantId). Added to GA_FULL + PLATFORM_ONLY catalog snapshots.
- platformWindowEcho decides truncated on the backend's sessionsScanned
  (sessions actually covered) and only falls back to the has-snapshots count
  for old backends — the previous comparison read false even when the cap was
  hit exactly, whenever some scanned sessions carried no snapshots.
- get_platform_metrics: 90s timeout (backend fans out one storage query per
  session); spool block, crashRate, deliveryLatency, computedAt,
  computeDurationMs and fromCache are no longer dropped on the MCP side;
  description clarifies totalBytesDown is the agent's own HTTP traffic.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-08-20 01:25:14 +02:00
2026-07-29 16:00:17 +02:00
2026-03-26 07:02:33 +01:00

AutopilotMonitor

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Advanced monitoring and troubleshooting solution for Windows Autopilot deployments. Gain full visibility into every enrollment session with a detailed event timeline, fleet health dashboards, and session reporting. Define custom analysis rules to automatically detect issues and gather rules to collect targeted evidence. Retrieve diagnostics packages on demand, configure agent settings like auto-reboot behavior and automatic timezone adjustment — all managed centrally from the web dashboard.

Availability

Autopilot Monitor is publicly available — the Community plan is free. Sign in with your work account at autopilotmonitor.com; new organizations complete a short activation step after first sign-in.

Overview

Autopilot Monitor provides real-time tracking, intelligent diagnostics, and automated troubleshooting for Windows Autopilot enrollment processes. It consists of:

  • Bootstrap Script — PowerShell script deployed via Intune that starts monitoring early in the enrollment process
  • Monitoring Agent — Lightweight .NET application that collects telemetry and evidence during enrollment
  • Backend API — Azure Functions-based ingestion and processing pipeline
  • Web Dashboard — Next.js application for real-time monitoring and fleet analytics

Architecture

For detailed information about the system architecture, components, and data flow, see Architecture Documentation.

Documentation

Full admin documentation is available at docs.autopilotmonitor.com

License

This project uses a split licensing model:

  • MIT License — Agent (src/Agent/) and Shared library (src/Shared/) — unrestricted use on end-user devices
  • AGPL-3.0 — Backend (src/Backend/), Web Dashboard (src/Web/), and MCP Server (src/McpServer/) — server-side components remain open source

See LICENSE for full details.

S
Description
Windows Autopilot & Intune enrollment monitoring: live session timelines, fleet health, diagnostics, and an MCP server for AI-assisted troubleshooting.
Readme AGPL-3.0 60 MiB
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