ZigNet - AI-Powered Zig Assistant for VS Code

ZigNet is a VS Code extension that provides AI-powered code analysis, validation, and documentation for the Zig programming language through the Model Context Protocol (MCP).

✨ Features

🔍 Real-time Code Analysis - Syntax and type validation using official Zig compiler
✨ Smart Formatting - Code formatting with zig fmt
📚 AI-Powered Documentation - Intelligent documentation lookup with fine-tuned LLM
🔧 Error Fix Suggestions - Context-aware suggestions for fixing code errors
🎯 Multi-Version Support - Works with Zig 0.13.0, 0.14.0, and 0.15.2

🚀 Quick Start

Install the extension from VS Code Marketplace
Open a Zig file (.zig)
The MCP server will start automatically and download the AI model (~4.4GB) on first run
Use commands from the Command Palette (Ctrl+Shift+P):
- ZigNet: Analyze Current File
- ZigNet: Format Current File
- ZigNet: Get Documentation

📋 Requirements

VS Code 1.80.0 or higher
Node.js 20.x or higher (for running the MCP server)
Zig (optional - auto-downloaded if not found)

⚙️ Configuration

Access settings via File > Preferences > Settings and search for "ZigNet":

zignet.enable - Enable/disable ZigNet MCP server (default: true)
zignet.zigVersion - Default Zig version for analysis (default: 0.15.2)
zignet.autoDownloadModel - Auto-download AI model on first run (default: true)
zignet.modelPath - Custom path to LLM model (optional)

🎮 Commands

Command	Description
`ZigNet: Analyze Current File`	Analyze Zig code for errors
`ZigNet: Format Current File`	Format code with zig fmt
`ZigNet: Get Documentation`	Search Zig documentation
`ZigNet: Restart Server`	Restart the MCP server

🤖 AI Model

ZigNet uses a fine-tuned Qwen2.5-Coder-7B model specialized for Zig:

Model: fulgidus/zignet-qwen2.5-coder-7b
Size: 4.4GB (Q4_K_M quantized GGUF)
Training: 13,756 Zig code examples from official docs
Auto-download: Downloads automatically on first startup

🔧 How It Works

ZigNet runs an MCP (Model Context Protocol) server that:

Deterministic Tools (no AI needed):
- analyze_zig - Uses official Zig compiler for validation
- compile_zig - Uses zig fmt for formatting
AI-Powered Tools (uses fine-tuned LLM):
- get_zig_docs - Documentation retrieval
- suggest_fix - Intelligent error fixes

📦 Architecture

VS Code Extension
    ↓
ZigNet MCP Server (Node.js)
    ↓
┌─────────────────┬──────────────────┐
│  Zig Compiler   │  Fine-tuned LLM  │
│  (ast-check)    │  (Qwen2.5-7B)    │
└─────────────────┴──────────────────┘

🐛 Troubleshooting

Server won't start

Check the Output panel (View > Output > ZigNet) for error messages.

Model download is slow

The model is 4.4GB. You can:

Wait for the download (progress shown in Output panel)
Manually download from HuggingFace and set zignet.modelPath

Commands not working

Make sure:

You're editing a .zig file
The extension is enabled (zignet.enable: true)
Check the Output panel for server status

📚 Documentation

🤝 Contributing

Contributions welcome! See CONTRIBUTING.md

📄 License

MIT License - see LICENSE

🙏 Acknowledgments

Built with Model Context Protocol
Powered by Qwen2.5-Coder
Zig language by Zig Software Foundation

Enjoy using ZigNet! 🚀

ZigNet - AI-Powered Zig Assistant

Fulgidus