developer-tools

MCP Feedback Enhanced

by Minidoracat

Interactive MCP server for collecting user feedback and executing commands during AI-assisted development. Features a we

Interactive MCP server for collecting user feedback and executing commands during AI-assisted development. Features a web UI with text and image feedback, command execution, and session management. 3,500+ GitHub stars.

github stars

3.6K

Dual interface: web UI and desktop appWorks in SSH remote and WSL environments3,500+ GitHub stars

best for

  • / AI-assisted development workflows requiring user confirmation
  • / Remote development environments and WSL setups
  • / Developers using Cursor, Cline, Windsurf or similar AI coding tools
  • / Teams wanting to reduce AI API costs through feedback loops

capabilities

  • / Collect user feedback through web UI or desktop application
  • / Execute development commands with user confirmation
  • / Display text and image feedback in interactive interface
  • / Manage development sessions across multiple environments
  • / Launch interfaces automatically from AI tools
  • / Support both local and remote SSH/WSL environments

what it does

Provides a feedback-oriented workflow for AI-assisted development with a web UI and desktop app for collecting user input and executing commands. Helps reduce AI costs by confirming actions with users before execution.

about

MCP Feedback Enhanced is a community-built MCP server published by Minidoracat that provides AI assistants with tools and capabilities via the Model Context Protocol. Interactive MCP server for collecting user feedback and executing commands during AI-assisted development. Features a we It is categorized under developer tools.

how to install

You can install MCP Feedback Enhanced in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server runs locally on your machine via the stdio transport.

license

NOASSERTION

MCP Feedback Enhanced is released under the NOASSERTION license.

readme

MCP Feedback Enhanced

🌐 Language / 語言切換: English | 繁體中文 | 简体中文

Original Author: Fábio Ferreira | Original ProjectEnhanced Fork: Minidoracat UI Design Reference: sanshao85/mcp-feedback-collector

🎯 Core Concept

This is an MCP server that establishes feedback-oriented development workflows, providing Web UI and Desktop Application dual interface options, perfectly adapting to local, SSH Remote environments, and WSL (Windows Subsystem for Linux) environments. By guiding AI to confirm with users rather than making speculative operations, it can consolidate multiple tool calls into a single feedback-oriented request, dramatically reducing platform costs and improving development efficiency.

🌐 Dual Interface Architecture Advantages:

  • 🖥️ Desktop Application: Native cross-platform desktop experience, supporting Windows, macOS, Linux
  • 🌐 Web UI: No GUI dependencies required, suitable for remote and WSL environments
  • 🔧 Flexible Deployment: Choose the most suitable interface mode based on environment requirements
  • 📦 Unified Functionality: Both interfaces provide exactly the same functional experience

🖥️ Desktop Application: v2.5.0 introduces cross-platform desktop application support based on Tauri framework, supporting Windows, macOS, and Linux platforms with native desktop experience.

Supported Platforms: Cursor | Cline | Windsurf | Augment | Trae

🔄 Workflow

  1. AI Callmcp-feedback-enhanced tool
  2. Interface Launch → Auto-open desktop application or browser interface (based on configuration)
  3. Smart Interaction → Prompt selection, text input, image upload, auto-submit
  4. Real-time Feedback → WebSocket connection delivers information to AI instantly
  5. Session Tracking → Auto-record session history and statistics
  6. Process Continuation → AI adjusts behavior or ends task based on feedback

🌟 Key Features

🖥️ Dual Interface Support

  • Desktop Application: Cross-platform native application based on Tauri, supporting Windows, macOS, Linux
  • Web UI Interface: Lightweight browser interface suitable for remote and WSL environments
  • Automatic Environment Detection: Intelligently recognizes SSH Remote, WSL and other special environments
  • Unified Feature Experience: Both interfaces provide exactly the same functionality

📝 Smart Workflow

  • Prompt Management: CRUD operations for common prompts, usage statistics, intelligent sorting
  • Auto-Timed Submit: 1-86400 second flexible timer, supports pause, resume, cancel with new pause/resume button controls
  • Auto Command Execution (v2.6.0): Automatically execute preset commands after creating new sessions or commits for improved development efficiency
  • Session Management & Tracking: Local file storage, privacy controls, history export (supports JSON, CSV, Markdown formats), real-time statistics, flexible timeout settings
  • Connection Monitoring: WebSocket status monitoring, auto-reconnection, quality indicators
  • AI Work Summary Markdown Display: Support for rich Markdown syntax rendering including headers, bold text, code blocks, lists, links and other formats for enhanced content readability

🎨 Modern Experience

  • Responsive Design: Adapts to different screen sizes, modular JavaScript architecture
  • Audio Notifications: Built-in multiple sound effects, custom audio upload support, volume control
  • System Notifications (v2.6.0): System-level real-time alerts for important events (like auto-commit, session timeout)
  • Smart Memory: Input box height memory, one-click copy, persistent settings
  • Multi-language Support: Traditional Chinese, English, Simplified Chinese, instant switching

🖼️ Images & Media

  • Full Format Support: PNG, JPG, JPEG, GIF, BMP, WebP
  • Convenient Upload: Drag & drop files, clipboard paste (Ctrl+V)
  • Unlimited Processing: Support for any size images, automatic intelligent processing

🌐 Interface Preview

Web UI Interface (v2.5.0 - Desktop Application Support)

<div align="center"> <img src="docs/en/images/web1.png" width="400" alt="Web UI Main Interface - Prompt Management & Auto Submit" /> </div> <details> <summary>📱 Click to view complete interface screenshots</summary> <div align="center"> <img src="docs/en/images/web2.jpeg" width="800" alt="Web UI Complete Interface - Session Management & Settings" /> </div> </details>

Web UI Interface - Supports desktop application and Web interface, providing prompt management, auto-submit, session tracking and other smart features

Desktop Application Interface (v2.5.0 New Feature)

<div align="center"> <img src="docs/en/images/desktop1.png" width="600" alt="Desktop Application - Native Cross-platform Desktop Experience" /> </div>

Desktop Application - Native cross-platform desktop application based on Tauri framework, supporting Windows, macOS, Linux with exactly the same functionality as Web UI

Shortcut Support

  • Ctrl+Enter(Windows/Linux)/ Cmd+Enter(macOS):Submit feedback (both main keyboard and numeric keypad supported)
  • Ctrl+V(Windows/Linux)/ Cmd+V(macOS):Direct paste clipboard images
  • Ctrl+I(Windows/Linux)/ Cmd+I(macOS):Quick focus input box (Thanks @penn201500)

🚀 Quick Start

1. Installation & Testing

# Install uv (if not already installed)
pip install uv

2. Configure MCP

Basic Configuration (suitable for most users):

{
  "mcpServers": {
    "mcp-feedback-enhanced": {
      "command": "uvx",
      "args": ["mcp-feedback-enhanced@latest"],
      "timeout": 600,
      "autoApprove": ["interactive_feedback"]
    }
  }
}

Advanced Configuration (requires custom environment):

{
  "mcpServers": {
    "mcp-feedback-enhanced": {
      "command": "uvx",
      "args": ["mcp-feedback-enhanced@latest"],
      "timeout": 600,
      "env": {
        "MCP_DEBUG": "false",
        "MCP_WEB_HOST": "127.0.0.1",
        "MCP_WEB_PORT": "8765",
        "MCP_LANGUAGE": "en"
      },
      "autoApprove": ["interactive_feedback"]
    }
  }
}

Desktop Application Configuration (v2.5.0 new feature - using native desktop application):

{
  "mcpServers": {
    "mcp-feedback-enhanced": {
      "command": "uvx",
      "args": ["mcp-feedback-enhanced@latest"],
      "timeout": 600,
      "env": {
        "MCP_DESKTOP_MODE": "true",
        "MCP_WEB_HOST": "127.0.0.1",
        "MCP_WEB_PORT": "8765",
        "MCP_DEBUG": "false"
      },
      "autoApprove": ["interactive_feedback"]
    }
  }
}

Configuration File Examples:

3. Prompt Engineering Setup

For optimal results, add the following rules to your AI assistant:

# MCP Interactive Feedback Rules

follow mcp-feedback-enhanced instructions

⚙️ Advanced Settings

Environment Variables

VariablePurposeValuesDefault
MCP_DEBUGDebug modetrue/falsefalse
MCP_WEB_HOSTWeb UI host bindingIP address or hostname127.0.0.1
MCP_WEB_PORTWeb UI port1024-655358765
MCP_DESKTOP_MODEDesktop application modetrue/falsefalse
MCP_LANGUAGEForce UI languagezh-TW/zh-CN/enAuto-detect

MCP_WEB_HOST Explanation:

  • 127.0.0.1 (default): Local access only, higher security
  • 0.0.0.0: Allow remote access, suitable for SSH remote development environments

MCP_LANGUAGE Explanation:

  • Used to force the interface language, overriding automatic system detection
  • Supported language codes:
    • zh-TW: Traditional Chinese
    • zh-CN: Simplified Chinese
    • en: English
  • Language detection priority:
    1. User-saved language settings in the interface (highest priority)
    2. MCP_LANGUAGE environment variable
    3. System environment variables (LANG, LC_ALL, etc.)
    4. System default language
    5. Fallback to default language (Traditional Chinese)

Testing Options

# Version check
uvx mcp-feedback-enhanced@latest version       # Check version

# Interface testing
uvx mcp-feedback-enhanced@latest test --web    # Test Web UI (auto continuous running)
uvx mcp-feedback-enhanced@latest test --desktop # Test desktop application (v2.5.0 new feature)

# Debug mode
MCP_DEBUG=true uvx mcp-feedback-enhanced@latest test

# Specify language for testing
MCP_LANGUAGE=en uvx mcp-feedback-enhanced@latest test --web    # Force English interface
MCP_LANGUAGE=zh-TW uvx mcp-feedback-enhanced@latest test --web  # Force Traditional Chinese
MCP_LANGUAGE=zh-CN uvx mcp-feedback-enhanced@latest test --web  # Force Simplified Chinese

Developer Installation

git clone https://github.com/Minidoracat/mcp-feedback-enhanced.git
cd mcp-feedback-enhanced
uv sync

Local Testing Methods

# Functional testing
make test-func                                           # Standard functional testing
make test-web                                            # Web UI testing (continuous running)
make test-desktop-func                                   # Desktop application functional testing

# Or use direct commands
uv run python -m mcp_feedback_enhanced test              # Standard functional testing
uvx --no-cache --with-editable . mcp-feedback-enhanced test --web   # Web UI testing (continuous running)
uvx --no-cache --with-editable . mcp-feedback-enhanced test --desktop # Desktop appl

---

FAQ

What is the MCP Feedback Enhanced MCP server?
MCP Feedback Enhanced is a Model Context Protocol (MCP) server profile on explainx.ai. MCP lets AI hosts (e.g. Claude Desktop, Cursor) call tools and resources through a standard interface; this page summarizes categories, install hints, and community ratings.
How do MCP servers relate to agent skills?
Skills are reusable instruction packages (often SKILL.md); MCP servers expose live capabilities. Teams frequently combine both—skills for workflows, MCP for APIs and data. See explainx.ai/skills and explainx.ai/mcp-servers for parallel directories.
How are reviews shown for MCP Feedback Enhanced?
This profile displays 40 aggregated ratings (sample rows for discoverability plus signed-in user reviews). Average score is about 4.5 out of 5—verify behavior in your own environment before production use.
MCP server reviews

Ratings

4.540 reviews
  • Olivia Li· Dec 28, 2024

    We evaluated MCP Feedback Enhanced against two servers with overlapping tools; this profile had the clearer scope statement.

  • Soo Torres· Dec 20, 2024

    MCP Feedback Enhanced has been reliable for tool-calling workflows; the MCP profile page is a good permalink for internal docs.

  • Soo Flores· Dec 20, 2024

    We wired MCP Feedback Enhanced into a staging workspace; the listing’s GitHub and npm pointers saved time versus hunting across READMEs.

  • Ganesh Mohane· Dec 12, 2024

    MCP Feedback Enhanced reduced integration guesswork — categories and install configs on the listing matched the upstream repo.

  • Meera Jackson· Nov 11, 2024

    MCP Feedback Enhanced is a well-scoped MCP server in the explainx.ai directory — install snippets and categories matched our Claude Code setup.

  • Noah Liu· Nov 11, 2024

    According to our notes, MCP Feedback Enhanced benefits from clear Model Context Protocol framing — fewer ambiguous “AI plugin” claims.

  • Sakshi Patil· Nov 3, 2024

    I recommend MCP Feedback Enhanced for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.

  • Chaitanya Patil· Oct 22, 2024

    Strong directory entry: MCP Feedback Enhanced surfaces stars and publisher context so we could sanity-check maintenance before adopting.

  • Naina Thompson· Oct 2, 2024

    We wired MCP Feedback Enhanced into a staging workspace; the listing’s GitHub and npm pointers saved time versus hunting across READMEs.

  • Omar Abbas· Oct 2, 2024

    MCP Feedback Enhanced has been reliable for tool-calling workflows; the MCP profile page is a good permalink for internal docs.

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