# noopstudios/interactive-feedback-mcp

Interactive User Feedback MCP

Repository: https://github.com/noopstudios/interactive-feedback-mcp
Canonical: https://ross.abutalabs.com/products/interactive-feedback-mcp
Language: Python
License: MIT
License Family: permissive
Last push: 2025-05-26T16:05:51+00:00

## Health v2 (maintenance only)
Score: 20/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 23, release rhythm 8, longevity 34
- inputs: {"age_days": 481, "days_push": 464, "days_rel": 464, "gap_med": null, "n_releases_24m": 1}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1712, forks 306 (observed 2026-08-28T04:05:25.900104+00:00)

## What it is
An MCP server that enables a human-in-the-loop workflow in AI-assisted development tools like Cursor, Cline, and Windsurf. It provides a GUI where users can run commands, view output, and give textual feedback directly to the AI assistant.

## Use cases
- add human-in-the-loop feedback to Cursor AI workflows
- reduce premium AI tool call costs by consolidating requests
- run commands and show output to an AI assistant before task completion
- get user confirmation before an AI agent finishes a task
- integrate interactive feedback into Cline or Windsurf

## When to choose
- you use Cursor, Cline, or Windsurf and want the AI to check in with you before finishing
- you want to cut down on expensive speculative AI tool calls
- you need a simple GUI to run commands and feed results back to an AI assistant

## When to avoid
- you need a headless or CI-automated MCP server with no GUI
- you don't use AI-assisted development tools that support MCP
- you need fully autonomous agent workflows without human checkpoints

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

## Member repositories
- noopstudios/interactive-feedback-mcp (main) score 20

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:05:25.900104+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 2026-08-30T03:34:53.057936+00:00, confidence not recorded.
  - readme: https://github.com/noopstudios/interactive-feedback-mcp (fetched 2026-08-28T04:05:25.900104+00:00, sha cf9ce9d99be0)
- Data as of 2026-08-30T08:39:29.467469+00:00.