what if your ai could see your screen?
A native Rust daemon that captures your full developer context and feeds it directly to your AI coding tools. Silently. Instantly. Zero config.
Act 1 — The Problem
your ide — cursor
App.tsx — context-snipe-v2
1 import { useState } from 'react';
2
3 // TODO: match the button color
4 // to the Figma mockup I just
5 // reviewed in Chrome...
6
7 export default function App() {
8 return (
9 <button style={{ color: "???" }}>
10 Submit
11 </button>
12 );
13 }
⚠ ai response (no visual context)
I don't have access to your Figma file. Based on common conventions, I'd suggest using #3B82F6 (blue-500).

// The Figma mockup uses #00F5A0. The AI guessed wrong.
🔀
You tab to Chrome
You check the Figma mockup. The CTA button is #00F5A0. You tab back to your IDE.
🤖
Your AI has no idea
It can't see your screen. It doesn't know what you just looked at. It guesses blue.
❌
Wrong answer. Wasted time.
This happens dozens of times a day. Visual context is invisible to every AI tool.
Act 2 — Context Snipe
🎯
context-snipe daemon — v3.0.0
▸ [daemon] Context Snipe v3.0.0 starting...
▸ [capture] DXGI Desktop Duplication API attached ✓
▸ [capture] Passive capture: 2 FPS, <30ms per frame
▸ [firewall] Prompt injection sanitizer loaded ✓
▸ [ocr] JIT Tesseract engine ready
▸ [mcp] StdIo JSON-RPC server listening ✓
▸ [ide] Auto-registered with Cursor ✓
▸ [ide] Auto-registered with Windsurf ✓
▸ [api] JIT Context Bus on localhost:39191 ✓
▸ [tray] System tray active — capturing silently

✓ Ready. RAM: 7.2MB | Latency: <1ms | Zero config.
what just happened
Context Snipe installed, auto-registered with your IDE, and started capturing your screen — all in under 2 seconds. You didn't configure anything.
Act 3 — The Payoff
context snipe → mcp feed
📸 fetch_latest_visual_context
Window: chrome.exe — Figma Mockup
Bounds: 1920×1080
OCR: "CTA Button · Fill: #00F5A0 · Border-radius: 8px"
Image: [base64 screenshot attached]
📦 fetch_dependency_snapshot
Ecosystem: npm
Dependencies: 47 total
[runtime] react @ 18.3.1
[runtime] tailwindcss @ 3.4.1
[dev] vite @ 5.4.2
🛡 assess_vulnerability_context
Query: CVE-2024-4367
Verdict: NOT_PRESENT
No project dependencies are affected.
82% of "critical" CVEs are non-exploitable
when runtime context is applied.
same question, with context snipe
cursor — ai response
✓ ai response (with visual context)
I can see your Figma mockup. The CTA button uses #00F5A0 with an 8px border-radius.

Here's the exact implementation:

<button className="bg-[#00F5A0] rounded-lg
text-black font-semibold px-6 py-3">
  Submit
</button>

This matches the Figma spec exactly. ✓
Same question. Same AI. The only difference: Context Snipe was running silently in the background, feeding visual context through MCP.
The security intelligence layer
your scanners are missing.
7.2MB
RAM footprint
<1ms
latency
0
config needed
context-snipe.rpdi.us
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