PromptX/README_EN.md

AI-native professional capability enhancement system

Provides specialized roles, memory management, and knowledge systems for AI applications through MCP protocol

中文 | English | Issues

PromptX

AI-native professional capability enhancement system - Provides specialized roles, memory management, and knowledge systems for AI applications through MCP protocol

中文 | English | Issues

🚀 Quick Start - Direct AI Application Integration

🔌 MCP Standardized Integration

Configure MCP connection in AI applications (minimal setup)

⚡ Zero-Configuration Integration (Recommended)

Add to your AI application's MCP configuration file:

{
  "mcpServers": {
    "promptx": {
      "command": "npx",
      "args": ["-y", "-f", "dpml-prompt@snapshot", "mcp-server"]
    }
  }
}

🎯 That's it! PromptX automatically:

• ✅ Intelligent workspace detection - Automatically finds suitable workspace
• ✅ Auto environment initialization - No manual folder/config creation needed
• ✅ Dynamic project adaptation - Works seamlessly across different projects

🔧 Advanced Configuration (Optional)

For custom configurations:

{
  "mcpServers": {
    "promptx": {
      "command": "npx",
      "args": ["-y", "-f", "dpml-prompt@snapshot", "mcp-server"],
      "env": {
        "PROMPTX_WORKSPACE": "/your/custom/workspace/path"
      }
    }
  }
}

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🔧 Advanced Options:

• PROMPTX_WORKSPACE: Custom workspace path (optional, auto-detected by default)

📂 Custom Workspace Path Formats

• Windows: "D:\\username\\path\\your\\project" (use double backslashes)
• macOS/Linux: "/Users/username/path/your/project"

Supported AI Applications

Application	Status	Configuration	Notes
Claude Desktop	✅ Official	Windows: %APPDATA%\Claude\claude_desktop_config.json macOS: ~/Library/Application Support/Claude/claude_desktop_config.json	Anthropic's official client with native MCP support
Cursor	✅ Supported	MCP settings panel	Developer-friendly code editor
Claude Code	✅ Supported	/home/user/.claude.json or ~/.claude.json	Anthropic's official CLI tool with native MCP support, command-line AI programming assistant
Windsurf	✅ Supported	IDE MCP panel	Codeium's AI-native IDE
Cline	✅ Supported	VS Code plugin config	Powerful AI programming assistant
Augment	✅ Supported	Desktop app config	AI-native code editor
Trae	✅ Supported	IDE plugin config	AI-driven code generation tool
通义灵码	🟡 Planned	Alibaba Cloud IDE plugin	Alibaba's AI programming assistant
Zed	✅ Supported	Config: ~/.config/zed/settings.json	High-performance code editor
Continue	✅ Supported	VS Code plugin config	VS Code AI assistant plugin
Replit Agent	🟡 Experimental	Built into Replit platform	Online programming environment
Jan	🟡 In Development	Local AI client	Privacy-first local AI assistant
Ollama WebUI	🟡 Community	Third-party MCP adapter	Local model interface
Open WebUI	🟡 Community	Plugin system	Open source AI interface
百度 Comate	🟡 Planned	Baidu IDE plugin	Baidu's AI programming assistant
腾讯 CodeWhisperer	🟡 Planned	Tencent Cloud IDE	Tencent's AI programming tool

Legend:

• ✅ Official Support: Native MCP protocol support
• 🟡 Experimental/Community Support: Support through plugins or experimental features
• More AI applications are integrating MCP protocol...

🎯 After configuration, your AI application gains 6 professional tools:

• promptx_init - 🏗️ System initialization
• promptx_hello - 👋 Role discovery
• promptx_action - ⚡ Role activation
• promptx_learn - 📚 Knowledge learning
• promptx_recall - 🔍 Memory retrieval
• promptx_remember - 💾 Experience saving

📖 Complete MCP Integration Guide

📸 Usage Effects After Configuration

🎭 Role Discovery and Activation

Step 1: Use promptx_hello to discover all available professional roles

Step 2: Use promptx_action to activate professional roles with complete capabilities

💭 Intelligent Memory Management

Step 3: Use promptx_remember to save important information for intelligent recall

✨ Configuration Note: After completing MCP configuration, your AI application will have all the above professional features. No additional learning required - just follow the interface prompts to enjoy professional AI services.

📋 Practice Cases

🎮 Legacy Lands Library

📖 Project Overview

Project Name: Legacy Lands Library
Project URL: https://github.com/LegacyLands/legacy-lands-library
Project Description: legacy-lands-library is a development toolkit library for modern Minecraft server plugin development. It aims to provide developers with a cross-platform, production-ready infrastructure.

🏢 Organization Information

Organization Name: Legacy Lands Development Team
Official Website: https://www.legacylands.cn/
Organization Description: Legacy Lands is an innovative team focused on building large-scale Minecraft civilization simulation experiences. They participate in the open-source community, providing elegant, efficient, and reliable solutions for Minecraft server plugin development and other domains.

💡 User Experience

The development experience with PromptX is truly different. Our team, using Claude Code combined with PromptX, had one developer complete over eleven thousand lines of high-quality Java code in just three days.

The value of this workflow is fully demonstrated in actual development. PromptX solves many pain points in AI usage, consistently ensuring code style uniformity and quality standards, greatly reducing the learning curve for new team members. Best practices that previously required repeated communication and documentation inheritance can now naturally integrate into every code generation.

📚 Related Resources

AI Integration Standards and Practice Guide: https://github.com/LegacyLands/legacy-lands-library/blob/main/AI_CODE_STANDARDS_ZHCN.md

⭐ Star Growth Trend

Contributing Guidelines

• 📋 Contributing Process - Detailed contribution guide and code standards
• 🌿 Branching Strategy - Branch management and release process
• 🚀 Release Process - Version management and release documentation

Join our technical community:

📄 License

MIT License - Making AI professional capabilities accessible

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🚀 Get Started Now: Launch PromptX MCP Server and enhance your AI application with professional capabilities!