Feedback Enhanced MCP Server
User feedback loops for AI tasks via web or native desktop interface.
Data last scanned today · Reviewed today
Overview
This MCP server enables interactive, human-in-the-loop workflows for AI agents. By requiring user validation before performing complex tool calls, it prevents speculative operations and allows for consolidated requests that reduce total platform usage costs. It supports integration with development environments including Cursor, Cline, Windsurf, Augment, and Trae. The system offers a dual-interface architecture featuring a native Tauri-based desktop application for local setups and a web UI for remote or WSL environments. Users can perform CRUD operations on prompt templates, track session history, and utilize automated submission timers ranging from one second to one day.
Our verdict
With a security score of 50/100, this tool carries a high risk profile and should be treated with caution. The score reflects that the project is community-maintained rather than vendor-official and operates without an editorially reviewed authentication or OAuth implementation. Given the lack of a clear license (NOASSERTION) and the absence of a professional audit for its remote connection methods, it is best suited for experimental environments rather than sensitive production workflows.
- Supports native desktop interfaces for Windows, macOS, and Linux
- Works in remote SSH and WSL development environments
- Zero direct dependencies minimize the software supply chain surface
- Aggregates multiple tool calls to optimize platform costs
- Security score of 50/100 indicates significant unreviewed risk
- License is marked as NOASSERTION
- Authentication and OAuth mechanisms have not been reviewed
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 |
|---|---|---|---|---|
| Claude Desktop | ||||
| Cursor | ||||
| VS Code | ||||
| Windsurf | ||||
| ChatGPT |
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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