# Minidoracat/mcp-feedback-enhanced

Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment detection and cross-platform compatibility.

Repository: https://github.com/Minidoracat/mcp-feedback-enhanced
Canonical: https://ross.abutalabs.com/products/mcp-feedback-enhanced
Language: JavaScript
License: NOASSERTION
License Family: other
Last push: 2026-08-25T12:34:11+00:00

## Health v2 (maintenance only)
Score: 86/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 99, release rhythm 99, longevity 32
- inputs: {"age_days": 461, "days_push": 8, "days_rel": 8, "gap_med": 0.0, "n_releases_24m": 37}
- flags: no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 3776, forks 346 (observed 2026-08-28T04:08:18.279705+00:00)

## What it is
An enhanced MCP server that provides interactive user feedback and command execution capabilities for AI-assisted development workflows, supporting both a Web UI and a Desktop Application with intelligent environment detection. It lets developers insert human checkpoints into long-running AI agent tasks, consolidating feedback into a single request.

## Use cases
- collect user feedback during AI coding sessions in Cursor
- insert human approval checkpoints into long-running AI agent tasks
- run an MCP server with a web UI for interactive feedback
- reduce round-trips between developer and AI assistant
- run a desktop app for MCP feedback collection

## When to choose
- you use an MCP client like Cursor and want interactive human feedback during agent tasks
- you want a cross-platform MCP feedback server with both web and desktop interfaces

## When to avoid
- you expect it to save LLM quota — token-based pricing has removed that benefit
- your MCP client natively supports Elicitation or MCP Apps for user input
- you need active feature development — the project is in limited maintenance scope

## Facets
- artifact type: service
- maturity: maintenance
- function: mcp, chatbot, developer-tools, gui, websocket
- domain: developer-tools, large-language-models
- platform: cross-platform, python
- tags: mcp-server, human-in-the-loop, interactive-feedback, cursor, ai-assisted-development, web-ui, desktop-app, ai-agents, web-server, desktop

## Member repositories
- Minidoracat/mcp-feedback-enhanced (main) score 86

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:08:18.279705+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T18:27:49.113975+00:00, confidence not recorded.
  - readme: https://github.com/Minidoracat/mcp-feedback-enhanced (fetched 2026-08-28T04:08:18.279705+00:00, sha 074f23f0f938)
- Data as of 2026-08-30T08:39:29.467469+00:00.