Makina Context

||

Our cross-platform headless daemon silently captures and structures everything you do on your computer — active applications, screen text, focus duration, clipboard activity — and streams it in real-time for AI consumption.

context_stream.json
{
  "current": {
    "app": "VS Code",
    "title": "auth_service.cpp",
    "duration": "47m",
    "content_preview": "rotate_refresh_token(..."
  },
  "recent": [
    { "app": "Chrome", "title": "JWT rotation best practices", "ago": "2m" },
    { "app": "Terminal", "title": "cargo test -- auth", "ago": "5m" }
  ],
  "focus_state": "deep_work",
  "today": { "coding": "2h12m", "browsing": "1h30m", "comms": "45m" }
}

How It Works

Real-Time Capture

Silently captures the active application, window title, and visible screen text as you work. No manual logging, no context switching.

Structured Output

Transforms raw screen data into clean, typed JSON that any AI model can consume — local or remote. Clipboard activity, application state, and content previews in one stream.

Focus Tracking

Automatically categorizes your time into focus states — deep work, browsing, communication — so AI agents understand not just what you're doing, but how you're doing it.

Privacy-First

Runs entirely on your machine as a headless daemon. Nothing leaves your computer unless you explicitly pipe it somewhere. No cloud, no telemetry, no accounts.

Built for the agentic stack

AI Coding Assistants

Give your coding agent full awareness of what you're looking at, what you just copied, and which files are open — without manual context pasting.

Personal AI Assistants

Power a personal AI that actually knows what's happening on your screen. It can answer questions about what you're reading, summarize your day, or anticipate your next task.

Workflow Automation

Trigger automations based on real activity — not timers or calendars. Context knows when you switch from research to coding, and can act accordingly.

Join the waitlist

Context is currently in development. Sign up and we'll send you a build for macOS, Windows, and Linux as soon as it's ready.