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
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.

⭐ 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!