AppControl + AI Agents: Your PC's Behaviors Finally Have Answers. Just Ask.
With AppControl 1.2.0.282b, we’ve just unlocked a powerful new way to understand your PC’s historical resource usage activity. Today, we’re introducing the AppControl MCP Server, a powerful bridge that lets you connect your favorite AI agents and IDEs like Claude, Cursor, Windsurf, and Gemini CLI directly to the detailed resource history gathered by the AppControl Windows app.
No more digging through logs. No more guessing. Just instant, plain-English answers about your PC's historical resource usage from the AI of your choice.
This feature is off by default. You choose when to enable it, which AI to connect, and exactly what data is shared.
What is MCP?
AppControl now supports Model Context Protocol (MCP). Think of it as a universal translator that allows AI tools to securely read the structured, local history of your Windows PC. By launching an MCP server within AppControl, we’ve turned your PC’s resource usage history into something you can ask questions about.
Connect Claude, Cursor, or Your Preferred Agent
While this new feature works with any MCP-compatible tool, apps like Claude Desktop, Cursor, and Windsurf are perfect places to start. Once connected, you can ask questions about your system data directly from your preferred AI tool or code editor.
For example, you can ask:
"When I walked up to unlock my idle PC just now, the temperature of my PC was hot, what was going on?"
"Which unsigned applications ran while I was away from my PC over the last few days?"
"Did any apps access my webcam while the PC was idle?"
"Have I had any suspicious apps running on my PC?"
"What apps do I have on my PC that originate from outside the United States or Europe?"
If you're a new AppControl user, it's important to understand that our AI integration operates on data collected by the AppControl Windows app. The longer you have AppControl running, the more historical resource usage information it will collect to provide better and more detailed answers.
The AppControl MCP server also allows integration with self hosted fully offline LLM models/agents for privacy conscious people through things like Ollama or WebUI.
Privacy by Design
We know AI and privacy can be a sensitive mix. That’s why our MCP server is strictly off by default. Nothing runs unless you turn it on. Your data stays local to your machine unless you explicitly choose to share it with an AI tool of your own choice. Even then, you retain granular control: you must grant specific permission for every category of data the AI is allowed to see. If you aren't interested in AI, AppControl remains the same privacy-centric tool you've always trusted.
This AppControl update also introduces Idle Time Tracking to your graphs. Now, you can visually correlate when your PC was idle with resource spikes and then ask your AI:
"Why was my fan roaring when I came back from lunch?"
New Languages & Open Source
Thanks to our incredible community, AppControl now also speaks Chinese and Turkish in addition to French, Polish, Russian, Dutch, Serbian (Cyrillic), and Italian. And yes, the AI features work in those languages too! On top of this, the AppControl MCP server is open sourced on GitHub. Inspect the AppControl MCP code, modify it, or build it into your own custom AI workflows.
This new AI feature is free to try and takes just four steps:
Update AppControl for Windows to the latest version.
Enable the MCP Server in AppControl's Settings (top right menu).
Connect an AI tool like Claude, Cursor, or Windsurf.
Ask your first question.
AppControl has the answers. Now, all you have to do is ask. Check out the "Get Started" guide here.
Claude is a trademark of Anthropic, PBC. Cursor, Windsurf, Gemini, VS Code, Copilot, and OpenAI Codex are trademarks of their respective owners. AppControl is not affiliated with or endorsed by any of these companies.