MODEL CONTEXT PROTOCOL (MCP) • BARE-METAL WIN32

Escaping The Chatbot Sandbox.
A Sovereign AI Coworker For Windows.

Gemini Super System bridges frontier cloud models and offline local inference directly into physical Windows OS events. Featuring sub-2ms direct GPU VRAM duplication, Windows UIAutomation accessibility grounding, humanized Fitts's Law kinematic motor actuation, and the 64-bit Haven Memory Bank (.hmb).

⚡ Connect to MCP Server Explore Architecture & Source

GPU VRAM DUP < 2ms (DXGI)

ACCESSIBILITY TREE 350+ Controls / 15ms

MOTOR DYNAMICS Fitts's Law + Detents

MEMORY BANK 64-Bit .HMB (Contiguous)

SPEECH AUDIO Zero Dead Air Live

The Paradigm Shift

Why the "Chatbot in a Browser Tab" is obsolete.

👁️

Dual-Horizon Perception

No more high-bandwidth 30fps screen recording. Extracts discrete frames straight from GPU VRAM in sub-2ms with Delta Optic perceptual diffing (capping token cost to 258 tokens per keyframe and 0 on static screens). Automatically falls back to native Windows WinRT OCR.

🖐️

Bio-Kinetic Actuation

Eliminates robotic coordinate snapping and instant teleportation. Glides along natural wrist-arc cubic Bézier curves powered by Fitts's Law with calibrated mechanical scroll clicks (1 notch = 120 delta = 3 lines) and translucent non-activating reticles (WS_EX_TRANSPARENT).

🏛️

Contiguous 64-Bit Memory

Zero external vector database bloat. Shared bitwise-exact binary format with haven-cpp. Ingests 128-dim harmonic semantic embeddings, packs records into contiguous single-commit blocks, and eliminates head seeks on spinning hard drives.

BIOMETRIC MOTOR TELEMETRY

Interactive Ergonomics & Reticle Simulator

Test Daniel Elliott's pre-calibrated human motor dynamics live in your browser. Watch the non-activating destination beacon illuminate the glide path, followed by the expanding click ripple upon impact.

🖥️ VIRTUAL MONITOR CANVAS (1920x1080 Normalized) Click anywhere on canvas to trigger Fitts's Law Glide

Kinematic Controls

Motor Profile

Discrete Scroll Detent Ratio

1 Notch = 120 Delta (3 Lines / 60px)

Translucent Visual Overlays (WS_EX_TRANSPARENT)

Pre-Flight Target Beacon (Cyan) Touchdown Click Ripple

ZERO-SEEK HDD HARDENED

The 64-Bit Haven Memory Bank (`.hmb`)

Why contiguous binary memory outperforms bloated cloud vector databases.

1. Header (136 Bytes)

HmbHeader64 Magic "HAVENMEM" • Version 0x00020000 • 128 Latent Dimensions • Offsets & Sizes

2. Contiguous Vectors

Float32 Matrix Flattened total * 128 * 4 bytes. AVX2 SIMD dot products in C++ / typed arrays in Node.js.

3. Record Table

HmbRecord64 (84B) 64-bit ID • Category FNV-1a Hash • Salience Weight • Emotional Resonance • Access Counter • String Offsets

4. String Table Blob

UTF-8 Blob Single sequential text block. Written contiguously with zero disk head seek latency.

🧠 Affective In-Attention DMA Retrieval Equation

Score = (CosineSimilarity \times 0.75 + LexicalScore) \times Weight \times (0.8 + 0.2 \times EmotionalSalience)

Memory queries execute with microsecond latency directly against local memory. Shared seamlessly between Cloud MCP and offline haven-cpp runtimes.

ONE-LINE INTEGRATION

Plug Into Any MCP Client

Connect Antigravity, Gemini CLI, Claude Desktop, Cursor, or your custom agents in seconds.

~/.gemini/settings.json or claude_desktop_config.json

{
  "mcpServers": {
    "gemini-super": {
      "command": "node",
      "args": ["C:\\Users\\admin\\source\\gemini-super-system\\index.js"],
      "trust": true,
      "timeout": 60000
    }
  }
}

Clone & Test

Run automated test suite covering HMB binary packing, bus lifecycle, and CLI flags:

npm install
npm test

Mission Control

Launch real-time SSE streaming web dashboard on port 18880:

npm run dashboard

Interactive Console

Execute live prompt dispatching and memory recollection directly from CLI:

npm run cli

Escaping The Chatbot Sandbox. A Sovereign AI Coworker For Windows.