๐ 1:1 Optimized Rust Implementation of WCGW (What Could Go Wrong) ๐ Winx is a specialized Model Context Protocol (MCP) server that provides high-performance tools for LLM code agents. It implements the core functionality of WCGW in pure Rust for maximum efficiency and stability. Benchmarks on i9-13900K + RTX 4090 (WSL2) - Rust 1.75+ - Linux / macOS / WSL2 Add to ~/.config/Claude/claudedesktopcon
Add this skill
npx mdskills install gabrielmaialva33/winx-code-agentHigh-performance MCP server with useful file and shell tools, but missing detailed usage examples
๐ 1:1 Optimized Rust Implementation of WCGW (What Could Go Wrong) ๐
Winx is a specialized Model Context Protocol (MCP) server that provides high-performance tools for LLM code agents. It implements the core functionality of WCGW in pure Rust for maximum efficiency and stability.
Benchmarks on i9-13900K + RTX 4090 (WSL2)
| Metric | Winx (Rust) | Python (WCGW) | Improvement |
|---|---|---|---|
| Startup Time | ** Benchmarks performed using hyperfine and memory profiling tools on standard workloads. |
| Tool | Description |
|---|---|
Initialize | Required. Setup workspace environment and shell mode options (Restricted/Full). |
BashCommand | Execute shell commands with full PTY support (interactive, stateful). |
ReadFiles | Efficient zero-copy file reading with line-range support. |
FileWriteOrEdit | Robust file modification using exact SEARCH/REPLACE blocks. |
ContextSave | Snapshot current project context (files + description) for resumption. |
ReadImage | Optimized base64 image reading for multimodal agent contexts. |
git clone https://github.com/gabrielmaialva33/winx-code-agent.git
cd winx-code-agent
cargo build --release
Add to ~/.config/Claude/claude_desktop_config.json:
{
"mcpServers": {
"winx": {
"command": "/path/to/winx-code-agent/target/release/winx-code-agent",
"args": ["serve"],
"env": { "RUST_LOG": "info" }
}
}
}
MIT - Gabriel Maia (@gabrielmaialva33)
โจ Optimized for the next generation of AI Agents โจ
Install via CLI
npx mdskills install gabrielmaialva33/winx-code-agentWinx - High-Performance Rust MCP Server โจ is a free, open-source AI agent skill. ๐ 1:1 Optimized Rust Implementation of WCGW (What Could Go Wrong) ๐ Winx is a specialized Model Context Protocol (MCP) server that provides high-performance tools for LLM code agents. It implements the core functionality of WCGW in pure Rust for maximum efficiency and stability. Benchmarks on i9-13900K + RTX 4090 (WSL2) - Rust 1.75+ - Linux / macOS / WSL2 Add to ~/.config/Claude/claudedesktopcon
Install Winx - High-Performance Rust MCP Server โจ with a single command:
npx mdskills install gabrielmaialva33/winx-code-agentThis downloads the skill files into your project and your AI agent picks them up automatically.
Winx - High-Performance Rust MCP Server โจ works with Claude Code, Claude Desktop, Cursor, Vscode Copilot, Windsurf, Continue Dev, Codex, Gemini Cli, Amp, Roo Code, Goose, Opencode, Trae, Qodo, Command Code. Skills use the open SKILL.md format which is compatible with any AI coding agent that reads markdown instructions.