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# Interactive Feedback MCP
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**🌐 Language / 語言切換:** **English** | [繁體中文 ](README.zh-TW.md ) | [简体中文 ](README.zh-CN.md )
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**Original Author:** [Fábio Ferreira ](https://x.com/fabiomlferreira ) | [Original Project ](https://github.com/noopstudios/interactive-feedback-mcp ) ⭐
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**Enhanced Fork:** [Minidoracat ](https://github.com/Minidoracat )
**UI Design Reference:** [sanshao85/mcp-feedback-collector ](https://github.com/sanshao85/mcp-feedback-collector ) - Thanks for modern interface design inspiration
**Related Resources:** [dotcursorrules.com ](https://dotcursorrules.com/ ) for more AI development workflow tools
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A simple [MCP server ](https://modelcontextprotocol.io/ ) for implementing human-in-the-loop workflows in AI-assisted development tools (like [Cursor ](https://www.cursor.com )). This server allows you to execute commands, view output, and provide text feedback and images directly to the AI. Also supports [Cline ](https://cline.bot ) and [Windsurf ](https://windsurf.com ).
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## ✨ New Features
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### 🌐 Full SSH Remote Support
- **Automatic Environment Detection**: Intelligently detects runtime environment and selects appropriate interface
- **Local Environment**: Uses original Qt GUI interface
- **SSH Remote Environment**: Automatically switches to modern Web UI
- **Real-time Communication**: WebSocket-based real-time command output and feedback
- **Dark Theme**: Provides modern dark theme interface
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### 🖼️ Image Upload Support
- **Multi-format Support**: PNG, JPG, JPEG, GIF, BMP, WebP
- **Drag & Drop Upload**: Support for dragging files to interface
- **Clipboard Support**: Direct paste from clipboard
- **Auto Compression**: Smart compression for large images to meet 1MB limit
- **MCP Integration**: Images automatically converted to MCP Image objects
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### 🛡️ Stability Improvements
- **Encoding Fix**: Complete resolution of Chinese character garbled text issues
- **Debug Control**: Controllable debug output, avoiding JSON parsing errors
- **Error Handling**: Enhanced error handling ensuring stable program operation
- **Output Isolation**: Strict isolation of debug output from MCP communication
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### 🌏 Multi-language Support
- **Full Internationalization**: Complete multi-language support with structured JSON translation files
- **Supported Languages**: Traditional Chinese, English, Simplified Chinese
- **Smart Detection**: Automatic language detection based on system locale
- **Easy Extension**: Simple JSON-based translation system for adding new languages
- **Legacy Compatibility**: Fully backward compatible with existing code
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## 🖥️ Interface Preview
### Qt GUI Interface (Local Environment)
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### Web UI Interface (SSH Remote Environment)
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Both interfaces support:
- 💬 Text feedback input
- 🖼️ Image upload (supports drag & drop, clipboard paste)
- ⚡ Real-time command execution
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- ⌨️ **Keyboard Shortcuts** :
- Ctrl+Enter for quick feedback submission (supports main keyboard and numpad)
- Ctrl+V to paste images directly in feedback dialog
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- 🎨 Modern dark theme
- 📱 Responsive design (Web UI)
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- 🌐 Multi-language support (Traditional Chinese, English, Simplified Chinese)
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## 🎯 Why Use This Tool?
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By guiding AI assistants to confirm with users rather than making speculative high-cost tool calls, this module can significantly reduce the number of paid requests on platforms like Cursor. In some cases, it can consolidate up to 25 tool calls into a single feedback-oriented request, saving resources and improving performance.
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## 📝 Prompt Engineering Setup
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For best results, add the following custom prompts to your AI assistant (e.g., in Cursor's rules or prompts):
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### Basic Prompt
> Whenever you want to ask a question, be sure to call MCP `mcp-feedback-enhanced`.
> Whenever you're about to complete a user request, call MCP `mcp-feedback-enhanced` instead of ending the process directly.
> Continue calling MCP until the user's feedback is empty, then end the request.
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### Complete Rules Example
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```
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# MCP Interactive Feedback Rules
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1. During any process, task, or conversation, whether asking, responding, or completing stage tasks, must call MCP mcp-feedback-enhanced.
2. When receiving user feedback, if feedback content is not empty, must call MCP mcp-feedback-enhanced again and adjust behavior based on feedback.
3. Only when user explicitly indicates "end" or "no more interaction needed" can you stop calling MCP mcp-feedback-enhanced, then the process is complete.
4. Unless receiving end command, all steps must repeatedly call MCP mcp-feedback-enhanced.
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```
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This ensures your AI assistant uses this MCP server to request user feedback before marking tasks as complete.
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## 🔧 Environment Detection & Configuration
The system automatically detects the runtime environment and selects the appropriate interface:
### Qt GUI (Local Environment)
- Uses Qt's `QSettings` for project-based configuration storage
- Includes command settings, auto-execution options, window geometry states, etc.
- Settings are typically stored in platform-specific locations (Windows Registry, macOS plist files, Linux config directories)
### Web UI (SSH Remote Environment)
- Modern interface based on FastAPI and WebSocket
- Supports real-time command execution and output display
- Automatic browser launch and session management
- Dark theme and responsive design
### Debug Mode Control
- **Production Mode**: Default off for all debug output, ensuring perfect compatibility with MCP clients
- **Debug Mode**: Set `MCP_DEBUG=true` to enable detailed debug information
- **Output Isolation**: All debug information outputs to stderr, not interfering with MCP communication
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## 🚀 Installation
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### Method 1: uvx Installation (Recommended)
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**This is the simplest method, no need to manually manage dependencies or virtual environments:**
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1. **Install uv** (if not already installed)
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```bash
# Windows
pip install uv
# Linux/Mac
curl -LsSf https://astral.sh/uv/install.sh | sh
```
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2. **Test Installation**
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```bash
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# View version info (recommend using @latest for latest version)
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uvx mcp-feedback-enhanced@latest version
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# Run tests
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uvx mcp-feedback-enhanced@latest test
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# Persistent test mode (can actually test in browser)
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uvx mcp-feedback-enhanced@latest test --persistent
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```
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### Method 2: Install from Source (Developers)
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Suitable for users who need to modify code or contribute to development:
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1. **Get the Code**
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```bash
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git clone https://github.com/Minidoracat/mcp-feedback-enhanced.git
cd mcp-feedback-enhanced
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```
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2. **Install Dependencies**
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```bash
uv sync
```
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3. **Test Installation**
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```bash
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# Basic functionality test
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uv run python -m mcp_feedback_enhanced test
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# Persistent test mode (can actually test in browser)
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uv run python -m mcp_feedback_enhanced test --persistent
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```
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4. **Run MCP Server**
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```bash
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uv run python -m mcp_feedback_enhanced
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```
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## ⚙️ AI Assistant Configuration
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### Recommended Configuration (using uvx)
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Configure custom MCP server in Cursor settings, or manually edit `mcp.json` :
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```json
{
"mcpServers": {
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"mcp-feedback-enhanced": {
"command": "uvx",
"args": [
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"mcp-feedback-enhanced@latest "
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],
"timeout": 600,
"autoApprove": [
"interactive_feedback"
]
}
}
}
```
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### Alternative Configuration (running from source)
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If you need to use source version or want to customize environment variables:
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```json
{
"mcpServers": {
"mcp-feedback-enhanced": {
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"command": "uv",
"args": [
"--directory",
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"/path/to/mcp-feedback-enhanced",
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"run",
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"python",
"-m",
"mcp_feedback_enhanced"
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],
"timeout": 600,
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"env": {
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"FORCE_WEB": "true",
"MCP_DEBUG": "false"
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},
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"autoApprove": [
"interactive_feedback"
]
}
}
}
```
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**Remember to modify the path to your actual project directory!**
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### Cline / Windsurf Configuration
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Similar configuration principles: Configure server commands in the MCP settings of each tool, using `mcp-feedback-enhanced` as the server identifier.
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## 🧪 Testing and Development
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### Testing with uvx
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```bash
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# Complete functionality test (recommended)
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uvx mcp-feedback-enhanced@latest test
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# Qt GUI specific test
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uvx mcp-feedback-enhanced@latest test --gui
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# Web UI specific test
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uvx mcp-feedback-enhanced@latest test --web
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# Persistent test mode (doesn't close after test, allows interactive testing)
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uvx mcp-feedback-enhanced@latest test --persistent
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uvx mcp-feedback-enhanced@latest test --gui --persistent
uvx mcp-feedback-enhanced@latest test --web --persistent
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# View version
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uvx mcp-feedback-enhanced@latest version
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# Enable debug mode testing
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MCP_DEBUG=true uvx mcp-feedback-enhanced@latest test
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```
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### Testing from Source
```bash
# Complete functionality test
uv run python -m mcp_feedback_enhanced test
# Qt GUI specific test
uv run python -m mcp_feedback_enhanced test --gui
# Web UI specific test
uv run python -m mcp_feedback_enhanced test --web
# Persistent test mode
uv run python -m mcp_feedback_enhanced test --persistent
# Enable debug mode
MCP_DEBUG=true uv run python -m mcp_feedback_enhanced test
```
### Development Mode
Run server with FastMCP development mode and open test interface:
```bash
# From source
uv run fastmcp dev src/mcp_feedback_enhanced/server.py
```
### Test Options Description
- **No parameter `test` **: Execute complete test suite (environment detection, parameter validation, MCP integration, Web UI)
- **`--gui` **: Specifically test Qt GUI functionality and interface
- **`--web` **: Specifically test Web UI functionality and WebSocket communication
- **`--persistent` **: Persistent mode, keeps running after test completion for interactive testing
## 🌟 Feature Highlights
### 🖥️ Dual Interface Support
- **Qt GUI**: Suitable for local development environments, providing native experience
- **Web UI**: Suitable for SSH remote development environments, modern interface
### 🔍 Smart Environment Detection
- Auto-detect SSH connection environment variables
- Detect DISPLAY settings (Linux)
- Detect VSCode Remote development environment
- Automatically select the most suitable interface
### 💻 Command Execution Features
- Real-time command execution and output display
- Support command interruption and process tree termination
- Automatic working directory setup
- Command history recording
### 🎨 Modern Interface
- Dark theme design
- Responsive layout (supports mobile browsers)
- WebSocket real-time communication
- Loading animations and visual feedback
### 🖼️ Image Processing Features
- Support multiple image formats (PNG, JPG, JPEG, GIF, BMP, WebP)
- Smart file size detection and compression
- Drag & drop upload and clipboard support
- Automatic conversion to MCP Image objects
- Base64 encoding and preview
## 🛠️ Environment Variables
### Core Environment Variables
| Environment Variable | Purpose | Available Values | Default |
|---------------------|---------|------------------|---------|
| `FORCE_WEB` | Force use Web UI | `true` , `false` , `1` , `0` , `yes` , `no` , `on` , `off` | `false` |
| `MCP_DEBUG` | Enable debug mode | `true` , `false` , `1` , `0` , `yes` , `no` , `on` , `off` | `false` |
| `INCLUDE_BASE64_DETAIL` | Include full Base64 in image feedback | `true` , `false` , `1` , `0` , `yes` , `no` , `on` , `off` | `false` |
### Usage Examples
**In MCP configuration**:
```json
"env": {
"FORCE_WEB": "true", // Force use Web UI
"MCP_DEBUG": "false", // Turn off debug output (recommended for production)
"INCLUDE_BASE64_DETAIL": "true" // Include full image Base64 data
}
```
**In command line**:
```bash
# Enable debug mode testing
MCP_DEBUG=true uvx mcp-feedback-enhanced@latest test
```
## 📖 Usage Examples
### 1. **Recommended MCP Configuration (uvx)**
Simple configuration using uvx:
```json
{
"mcpServers": {
"mcp-feedback-enhanced": {
"command": "uvx",
"args": [
"mcp-feedback-enhanced@latest "
],
"timeout": 600,
"env": {
"MCP_DEBUG": "false"
},
"autoApprove": [
"interactive_feedback"
]
}
}
}
```
### 2. **Custom Environment Variable Configuration**
If you need custom environment variables (e.g., force Web UI):
```json
{
"mcpServers": {
"mcp-feedback-enhanced": {
"command": "uv",
"args": [
"--directory",
"/path/to/mcp-feedback-enhanced",
"run",
"python",
"-m",
"mcp_feedback_enhanced"
],
"timeout": 600,
"env": {
"FORCE_WEB": "true",
"MCP_DEBUG": "false",
"INCLUDE_BASE64_DETAIL": "true"
},
"autoApprove": [
"interactive_feedback"
]
}
}
}
```
### 3. **Tool Call Example**
AI assistant will call the `mcp-feedback-enhanced` tool like this:
```xml
< use_mcp_tool >
< server_name > mcp-feedback-enhanced< / server_name >
< tool_name > interactive_feedback< / tool_name >
< arguments >
{
"project_directory": "/path/to/your/project",
"summary": "I have implemented your requested changes and refactored the main module. Please review the results and provide feedback."
}
< / arguments >
< / use_mcp_tool >
```
## 🔄 Workflow
1. **AI Assistant Call** - AI calls `mcp-feedback-enhanced` after completing tasks
2. **Environment Detection** - System automatically detects runtime environment
3. **Interface Launch** - Launches Qt GUI or Web UI based on environment
4. **User Interaction** - Users can:
- Execute commands and view output
- Provide text feedback (supports Ctrl+Enter quick submission, compatible with main keyboard and numpad)
- Upload images (drag & drop, clipboard paste Ctrl+V)
- Use multi-language interface switching
5. **Feedback Delivery** - User feedback (including images) is sent back to AI assistant
6. **Process Continuation** - AI continues or ends task based on feedback
## 🆕 Version Updates
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### v2.0.14 - Enhanced Keyboard Shortcuts (Latest)
- ⌨️ **Numpad Support** : Ctrl+Enter shortcut now supports both main keyboard and numpad Enter keys
- 🖼️ **Smart Image Pasting** : Ctrl+V can directly paste clipboard images in feedback dialog without additional upload steps
- 🎮 **Dual Shortcut Mechanism** : GUI uses dual QShortcut setup ensuring full compatibility
- 🌐 **Web UI Shortcut Enhancement** : Uses key/code dual detection mechanism supporting all Enter key variants
- 💡 **User Experience Improvements** : Updated trilingual hint texts clearly indicating numpad support and image pasting functionality
- 🔧 **API Simplification** : Removed `force_web_ui` parameter, simplified API design with only environment variable control
- 📝 **Documentation Updates** : Updated all related documentation, removed redundant examples
### v2.0.9 - Multi-language Architecture Enhancement
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- 🌏 **Complete Multi-language Architecture Restructuring** : Migrated from embedded translations to structured JSON-based system
- 📁 **Organized Language Files** : Separated language files into `src/mcp_feedback_enhanced/locales/` directory structure
- 🔧 **Enhanced Internationalization** : Dynamic loading with nested key structure and browser language detection
- 📚 **Comprehensive Documentation** : Added detailed README for translation contributors with examples and guidelines
- 🔄 **Backward Compatibility** : Maintained full compatibility with existing code while enabling modern features
- 🖼️ **Interface Screenshots Update** : Added comprehensive screenshots showcasing both English and Traditional Chinese interfaces
- 📝 **Documentation Enhancement** : Updated README files with multi-language screenshots and feature descriptions
- 🛡️ **Enhanced Error Handling** : Improved stability and error recovery mechanisms
- 🚀 **Performance Optimizations** : Faster startup times and improved resource management
- 🔧 **Bug Fixes** : Various minor fixes and improvements
- 📦 **Package Optimization** : Better dependency management and build process
- 🎨 **Visual Improvements** : Enhanced button visibility and color consistency
- 🖱️ **Interaction Fixes** : Improved drag-and-drop indicators and empty state hints
- 📱 **Responsive Design** : Better layout adaptation for different screen sizes
- 🌐 **Language Switching** : Fixed Qt GUI language switching with proper checkmarks
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### v2.0.3 - Encoding and Communication Fix
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- 🛡️ **Complete Chinese Character Encoding Fix** : Perfect Chinese character display support
- 🔧 **JSON Parsing Error Resolution** : Fixed MCP client "Unexpected token" errors
- 🎛️ **Controllable Debug Mode** : Debug output control via `MCP_DEBUG` environment variable
- 🖼️ **Enhanced Image Support** : Improved image processing and Base64 encoding
- 🚀 **Output Isolation** : Strict separation of debug output from MCP communication
- 📦 **Package Optimization** : Improved uvx installation experience and dependency management
### v2.0.0 - Web UI and Remote Support
- ✅ **Web UI Interface** : Added Web UI support for SSH remote development environments
- ✅ **Automatic Environment Detection** : Smart interface selection based on environment
- ✅ **WebSocket Real-time Communication** : Live command execution and feedback
- ✅ **Modern Dark Theme** : Beautiful dark theme with responsive design
- ✅ **Persistent Testing Mode** : Enhanced testing capabilities
### v1.0.0 - Foundation (Original Author)
- ✅ **Qt GUI Interface** : Native desktop interface
- ✅ **Command Execution** : Real-time command execution and output
- ✅ **MCP Protocol Support** : Full Model Context Protocol implementation
- ✅ **Cross-platform Support** : Windows, macOS, and Linux compatibility
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## 🐛 Troubleshooting
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### Common Issues
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**Q: Getting "Unexpected token 'D'" error**
A: This is usually caused by debug output interference. Ensure `MCP_DEBUG=false` is set in production environment or don't set this environment variable.
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**Q: Chinese characters display as garbled text**
A: Completely fixed in v2.0.3. If still having issues, please update to latest version: `uvx mcp-feedback-enhanced@latest`
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**Q: Image upload fails**
A: Check if image size exceeds 1MB limit and ensure format is supported (PNG, JPG, JPEG, GIF, BMP, WebP).
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**Q: Web UI won't start**
A: Ensure firewall allows local port access, or try setting `FORCE_WEB=true` environment variable.
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### Debug Mode
For detailed debug information, please enable debug mode:
```bash
# Set debug environment variable
MCP_DEBUG=true uvx mcp-feedback-enhanced@latest test
```
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## 🙏 Acknowledgments & Contact
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### Original Author
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**Fábio Ferreira** - [X @fabiomlferreira ](https://x.com/fabiomlferreira )
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**Original Project:** [noopstudios/interactive-feedback-mcp ](https://github.com/noopstudios/interactive-feedback-mcp )
If you find Interactive Feedback MCP useful, the best ways to show support are:
- 🌟 **Star the original project** : [Click here to star the original repo ](https://github.com/noopstudios/interactive-feedback-mcp ) ⭐
- 📱 **Follow the original author** : [@fabiomlferreira ](https://x.com/fabiomlferreira ) on X
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### UI Design Inspiration
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**sanshao85** - [mcp-feedback-collector ](https://github.com/sanshao85/mcp-feedback-collector )
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Thanks for providing modern interface design inspiration, making this project's UI more beautiful and user-friendly.
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### Fork Maintainer
For questions about Web UI functionality, image support, or other issues, please submit at [GitHub Issues ](https://github.com/Minidoracat/mcp-feedback-enhanced/issues ).
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### Community Support
Join our Discord community for real-time assistance and discussions:
**Discord Community:** [https://discord.gg/Gur2V67 ](https://discord.gg/Gur2V67 )
Feel free to ask any questions in the community!
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### Related Resources
- [Model Context Protocol ](https://modelcontextprotocol.io/ ) - Official MCP documentation
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## 📄 License
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This project is licensed under the MIT License. See [LICENSE ](LICENSE ) file for details.
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---
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**🌟 Welcome to Star this project and share it with more developers!**