100% Free & Local-First · Zero Cloud Egress · Sovereign Hardware

The Sovereign AI Agent Powerhouse & Multi-Tool Studio

Orchestrate 47+ chained autonomous tools, arbitrate 3-agent swarms (@antigravity, @grok, @hermes), sculpt 3D CAD worlds, generate 60 FPS viral videos, and derive hardware-isolated encryption keys — 100% free on your local machine.

curl -fsSL https://raw.githubusercontent.com/NullAITech/zoth-studio/main/scripts/install.sh | bash
🤖 Swarm Consensus Engine
● Arbitration Live
Three.js WebGL Live Prism · Drag to Orbit
🛡️ @antigravity
Security & Crypto Gate
⚡ @grok
Async High Throughput
📜 @hermes
AST Schema Audit
# Synthesizing Sovereign Code Contract...
Consensus
64.2%
Shannon Entropy
1.482 b
AST Check
100% Pass
47+
Chained Local AI Tools
3-Agent
Autonomous Consensus Arena
956k
Indexed 3D Vertices
0 Egress
100% Local Loopback Privacy

Nexus 3D Model Studio & Inspector

Live 3D asset inspection with orbit controls, wireframe switching, shader lighting modes, and geometric telemetry.

🤖 RobotExpressive.glb
▲ 12,480 Polys · 60 FPS
🧊 Open Full Nexus 3D Studio

Sovereign CLI & Tool Simulator

Test real CLI commands right in your browser. Experience tool discovery, multi-agent arbitration, and vault key derivation.

nullai@zoth-hub: ~ (Sovereign Loopback :8484) ● Online
★ Zoth Studio Sovereign Terminal Simulator v2.6.0 ★
Type 'help' or click any quick trigger button above to execute simulated commands.
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
nullai@zoth:~$

Multi-Agent Swarm Bus Stream

Observe data packets traversing the loopback Swarm Bus between @antigravity, @grok, @hermes, and @ollama.

Throughput: 1,480 msg/sec · Latency: 0.42 ms

AI Mathematical Telemetry & Loss Curves

Simulate gradient descent convergence, cross-entropy loss, and cosine learning rate schedules with live interactive controls.

Training Progress (Epochs) 100 / 100
Learning Rate (η) 3e-4 (Cosine Decay)
Entropy Noise Scale (σ) 0.08
Loss Function: $\mathcal{L}_{CE} = -\sum y_i \log(\hat{y}_i) + \lambda \|\theta\|_2^2$
Convergence: Optimal Gradient Norm (g=0.0142)
📐 Explore Full Math Observability Studio

3D Companion Pet Roster

Select any companion avatar to synthesize their acoustic resonance frequency and explore their doctrine specialization.

🐺 Kai (Cyber Shadow)

Lead orchestrator companion. Specializes in reconnaissance, loopback architecture, and fail-soft network diagnostics.

🚀 Launch 3D Sanctuary Viewer

The Zoth Studio Engine Arsenal

Explore the 8 core powerhouses built for sovereign creativity, mathematical observability, and autonomous AI swarms.

Swarm Consensus Arena
Consensus Engine

🐝 Swarm Consensus Arena

Tri-agent arbitration synthesizing competing code proposals from @antigravity, @grok, and @hermes with real-time Shannon Entropy analysis.

Shannon Entropy Jaccard Matrix AST Audit
Launch Consensus Arena →
OmniPost 2.0 Video Forge
Video Engine

🎬 OmniPost 2.0 Video Forge

README-to-60 FPS Canvas Video generator with Web Speech acoustic narration synthesis and multi-platform format repurposing.

60 FPS Render Web Speech Multi-Platform
Open OmniPost 2.0 →
Nexus 3D CAD Omniverse
CAD Viewport

🧊 Nexus 3D CAD Omniverse

Parametric geometry builder with live transform gizmos, skeletal rigging, GLTF exporter, and UnrealBloomPass WebGL shaders.

Three.js WebGL Bloom Shader Skeletal Rig
Enter Nexus 3D Studio →
Visual DAG Composer
Workflow Engine

🧩 Visual DAG Node Composer

Interactive node graph architect with dynamic SVG bezier connecting wires, conditional logic routing, and topological execution tiers.

Node Graph Topological Sort JSON Playbooks
Launch DAG Composer →
3D Space Liquid Pet Sanctuary
GLSL Shader

🐾 3D Space Liquid Sanctuary

GPU-accelerated Simplex 3D liquid wave vertex displacement shader with 8 companion avatars and Web Audio acoustic synthesis.

Simplex 3D GLSL Web Audio 8 Companions
Visit Pets Sanctuary →
Hardware BYOK Vault
Argon2id Vault

🔐 Argon2id Hardware Vault

Multi-tier hardware key derivation using Argon2id + XChaCha20-Poly1305 on loopback port :8787 with automatic memory zeroization.

Argon2id Rust XChaCha20 Bitwarden CLI
Open BYOK Vault →
Glass Tool Wall
47+ Tools

🛠️ Glass Tool Arsenal Wall

Comprehensive catalog indexing 47+ local tools across reconnaissance, AST code validation, SEO/AEO optimization, and automation.

Tool Chaining Live Search Dry-Run Engine
Explore Tool Registry →
Math Pillars & Observability
Telemetry

📐 AI Math Observability

Mathematical telemetry HUD monitoring cross-entropy loss, gradient norm scaling, cosine learning rates, and mutual agent entropy.

Loss HUD Gradient Norms Cosine Decay
View Math Pillars →

Why Local-First vs Cloud SaaS?

Traditional cloud AI tools lock you into monthly subscriptions and harvest your proprietary code. Zoth Studio puts total autonomy back on your PC.

Feature ⚡ Zoth Studio (Local-First) ☁️ Typical Cloud AI Wrappers
Pricing 100% Free & Open Source $20–$200 / month / user
Privacy & Data Egress Zero Egress · Loopback 127.0.0.1 Only Transmitted to 3rd-party cloud servers
Offline Capabilities Full Offline Execution (Ollama weights) Requires persistent internet connection
Multi-Agent Swarm Autonomous 3-Agent Consensus Arena Single-model chatbot wrapper
3D Omniverse & Video Nexus 3D CAD + OmniPost 60 FPS Forge Not included or requires separate apps
Encryption Argon2id + XChaCha20-Poly1305 Hardware Vault Server-side stored credentials

Documentation & Blueprints

Everything you need to master local tool chaining, multi-agent arbitration, and custom playbooks.

Download Zoth Studio v2.6.0

Pre-compiled, zero-leak binaries with automated dependency management. Completely free for Linux and Windows.

🪟 Windows Standalone
Standalone Executable (.exe)
Size: 39 MB · Self-extracting single binary

Double-click to run. Automatically opens Operator Deck at :8484 and Public Hub at :8088.

📥 Download Windows .EXE (39 MB)
🪟 Windows Portable
Portable Windows Archive (.zip)
Size: 50 MB · Includes zoth.bat, zoth.cmd & zoth.ps1

Full source and launcher scripts. Ideal for PowerShell and Command Prompt workflows.

📥 Download Windows .ZIP (50 MB)
🐧 Linux AppImage
Universal Linux AppImage
Size: 39 MB · All Linux Distros (Ubuntu, Debian, Fedora, Arch)

Runs directly with chmod +x and supports --appimage-extract.

📥 Download AppImage (39 MB)
📦 Debian / Ubuntu / Parrot
Debian Package (.deb)
Size: 42 MB · Native system package

Installs /usr/bin/zoth, systemd service, desktop launcher, and icon.

📥 Download .DEB Package (42 MB)

Loopback Port Containment Matrix

Strict local containment doctrine: all operator services bind strictly to loopback.

:8088
Public Studio Hub
Static WebGL Showcases, 3D Pet Sanctuary, and Documentation.
:8484
Operator Deck & DAG
Multi-agent orchestrator CLI, chat console, and tool chaining.
:8787
Encrypted BYOK Vault
Argon2id hardware vault daemon with Bitwarden CLI bridge.
:11434
Ollama Local AI Daemon
Offline neural weight execution with zero cloud telemetry.
⚡ Quick Install: curl -fsSL https://raw.githubusercontent.com/NullAITech/zoth-studio/main/scripts/install.sh | bash
📥 Download ⭐ Star