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pingfusi
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pingfusi

Active·★ 131·MIT·Updated 2026-09-09

Pingfusi is a Microtask Coordination Platform (MCP) that enables AI agents to seamlessly integrate human review into their workflows. It functions like an MTurk for AI, allowing agents to get second opinions, human judgment, and skip iteration loops by receiving direct feedback from real people.

#AI Agents#Human-in-the-loop#Microtask Platform#Human Feedback#Workflow Automation#Quality Assurance
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Guides
#Review System
$ Install
$ npx pingfusi setup
↗ Visit site★ GitHub
01

Features

01Get human second opinions on AI agent output.
02Incorporate subjective human judgment into AI agent tasks.
03Streamline AI agent iteration by getting direct human feedback.
04Facilitate a structured review loop: agent submits work, human reviews with precise comments, agent revises based on feedback.
02

Compatibility

Node.js
Runtime
Verified via docs
CLI
Interface
Verified via docs
03

Quick start

1
$ npx pingfusi setup
04

Use cases

↳Evaluating design choices like app naming or website aesthetics.
↳Assessing clarity and user experience, such as identifying confusing sections on a pricing page.
↳Achieving pixel-perfect website cloning based on human review.
↳Receiving specific human feedback on creative content, such as design taste or video aesthetics.
05

Alternatives

⚡Top VS:
VSiPolloWork★7.1k→VSagentgate★33→VSProxmoxMCP-Plus★610→

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alex-durango /
pingfusi
↗

MCP server + CLI that puts a real human in your coding agent's loop. It publishes work mid-task, a reviewer pins what's wrong and returns a verdict, and the agent iterates until approved.

131MIT
Last commit1mo ago
StatusActive
CategoryWorkflow Automation
Links
Documentation↗Discussion↗Issues↗Releases↗
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