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    Winx Code Agent

    โœจ A high-performance code agent written in Rust, combining the best features of WCGW for maximum efficiency and semantic capabilities. ๐Ÿฆ€

    19 stars
    Rust
    Updated Oct 13, 2025
    autonomous
    code-agent
    computer
    control
    execution
    llm-agent
    llm-code
    mcp
    rust
    serena
    shell
    vibe-coding
    vibecoding
    wcgw

    Table of Contents

    • โšก Performance
    • ๐Ÿ› ๏ธ MCP Tools
    • ๐Ÿš€ Quick Start
    • Prerequisites
    • Installation
    • Integration with Claude Desktop
    • ๐Ÿ—๏ธ Architecture
    • ๐Ÿ“œ License

    Table of Contents

    • โšก Performance
    • ๐Ÿ› ๏ธ MCP Tools
    • ๐Ÿš€ Quick Start
    • Prerequisites
    • Installation
    • Integration with Claude Desktop
    • ๐Ÿ—๏ธ Architecture
    • ๐Ÿ“œ License

    Documentation

    โœจ Winx - High-Performance Rust MCP Server โœจ

    ๐Ÿš€ 1:1 Optimized Rust Implementation of WCGW (What Could Go Wrong) ๐Ÿš€

    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.

    โšก Performance

    Benchmarks on i9-13900K + RTX 4090 (WSL2)

    MetricWinx (Rust)Python (WCGW)Improvement
    Startup Time** *Benchmarks performed using hyperfine and memory profiling tools on standard workloads.*

    ๐Ÿ› ๏ธ MCP Tools

    ToolDescription
    InitializeRequired. Setup workspace environment and shell mode options (Restricted/Full).
    BashCommandExecute shell commands with full PTY support (interactive, stateful).
    ReadFilesEfficient zero-copy file reading with line-range support.
    FileWriteOrEditRobust file modification using exact SEARCH/REPLACE blocks.
    ContextSaveSnapshot current project context (files + description) for resumption.
    ReadImageOptimized base64 image reading for multimodal agent contexts.

    ๐Ÿš€ Quick Start

    Prerequisites

    • Rust 1.75+
    • Linux / macOS / WSL2

    Installation

    bash
    git clone https://github.com/gabrielmaialva33/winx-code-agent.git
    cd winx-code-agent
    cargo build --release

    Integration with Claude Desktop

    Add to ~/.config/Claude/claude_desktop_config.json:

    json
    {
      "mcpServers": {
        "winx": {
          "command": "/path/to/winx-code-agent/target/release/winx-code-agent",
          "args": ["serve"],
          "env": { "RUST_LOG": "info" }
        }
      }
    }

    ๐Ÿ—๏ธ Architecture

    • PTY Shell: Full pseudo-terminal support for interactive commands.
    • Zero-Copy I/O: Uses memory-mapped files for blazing fast reads.
    • Strict Typing: Powered by Rust's safety and performance guarantees.
    • WCGW Parity: Designed to be a drop-in replacement for Python-based toolsets.

    ๐Ÿ“œ License

    MIT - Gabriel Maia (@gabrielmaialva33)

    โœจ Optimized for the next generation of AI Agents โœจ

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