Feedback Enhanced MCP Server
User-validated AI interactions via dual Desktop and Web UI interfaces.
Data last scanned yesterday · Reviewed last month
Overview
This MCP server facilitates feedback-oriented development by requiring user confirmation for AI tool execution. It serves as an intermediary to guide AI agents to prompt users for input, image uploads, or selection tasks instead of proceeding with speculative operations. This workflow is designed to reduce platform costs and improve accuracy by consolidating tool calls through a human-in-the-loop mechanism. The server provides two primary interface options: a native cross-platform desktop application built on Tauri, and a lightweight Web UI. It automatically detects if a user is operating within local, SSH remote, or WSL environments to select the appropriate interface. Both methods support real-time communication via WebSocket, enabling instant feedback delivery to AI models and persistent session tracking for task history and usage statistics.
Our verdict
The Feedback Enhanced MCP Server receives a security score of 50/100, indicating a high risk level. This rating stems from the fact that it is a community-maintained fork without editorial review, and its authentication and read-only mechanisms have not been vetted. While the project has 3,788 GitHub stars and documentation for its workflows, users should be cautious as it is not an official vendor-maintained tool and operates with a NOASSERTION license, making it suitable only for development environments where the user is prepared to manage potential security gaps.
- Supports local, SSH, and WSL development environments seamlessly
- Dual interface architecture includes a native Tauri desktop app
- Zero direct dependencies minimize the supply-chain attack surface
- Reduces speculative tool execution via user-confirmed workflows
- Community-maintained repository lacks official security auditing
- Authentication and read-only mode support remain unreviewed
- License is currently set to NOASSERTION
Tools
| Tool | Description | Risk |
|---|---|---|
| interactive_feedback | Consolidate multiple tool calls into a single feedback-oriented request to guide AI and reduce speculative operations. | medium |
Compatibility
| Client | Local | Docker | Remote | Read-only |
|---|---|---|---|---|
| ChatGPT | ||||
| Claude Desktop | ||||
| Cursor | ||||
| VS Code | ||||
| Windsurf |
Frequently asked questions
›What interface options are available for this server?
This server offers a choice between a native cross-platform Desktop Application built with Tauri and a lightweight Web UI, both providing identical functionality.
›Which environments are compatible with the Web UI?
The Web UI is recommended for SSH remote and WSL environments as it does not require GUI dependencies.
›Does the server support image inputs?
Yes, it supports full image format processing including PNG, JPG, GIF, BMP, and WebP via drag-and-drop or clipboard pasting.
›What keyboard shortcuts can I use to improve efficiency?
You can use Ctrl/Cmd+Enter to submit feedback, Ctrl/Cmd+V to paste images, and Ctrl/Cmd+I to quickly focus the input box.
›Can the server automatically execute commands?
Yes, as of version 2.6.0, the server can automatically execute preset commands after creating new sessions or commits.
›What file formats are supported for exporting session history?
You can export your recorded session history and statistics in JSON, CSV, and Markdown formats.
Alternatives
Changelog
- ImprovedRelease v2.6.0
2025-06-28
- ImprovedRelease v2.5.6
2025-06-21
- NewRelease v2.5.5
2025-06-21
- ImprovedRelease v2.5.4
2025-06-15
- ImprovedRelease v2.5.3
2025-06-15
- ImprovedRelease v2.5.2
2025-06-15
- ImprovedRelease v2.5.1
2025-06-15
- NewRelease v2.5.0
2025-06-15
- ImprovedRelease v2.4.3
2025-06-14
- NewRelease v2.4.2
2025-06-13
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