Is Pingfusi safe to use?

Pingfusi has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under MIT.

How do I install Pingfusi?

Pingfusi supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can Pingfusi do?

Pingfusi provides 2 tools: About, Quickstart. See the full tools list on the server page for descriptions and parameters.

What AI clients work with Pingfusi?

Pingfusi is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.

Is Pingfusi actively maintained?

Pingfusi is actively maintained — last commit was 1 day ago. It has 103 GitHub stars.

Pingfusi

Name: Pingfusi
Author: alex-durango

pingfusi · by alex-durango

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.

103 295/wk 2 tools GitHub npm

No known CVEs

MIT license

Actively maintained

Last commit 1d ago

Works with most clients

Transport: stdio

2 tools · ~66 tok

Grade A · 0.0% of 200K ctx

MCPpedia last refreshed this data 10h ago

Edit this pageView history

Pingfusi is an MCP server that 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. Its tool list has not been published yet over stdio, requires no API key, and scores 92/100 on MCPpedia's security, maintenance and efficiency rubric.

Other

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "pingfusi": {
      "args": [
        "-y",
        "pingfusi"
      ],
      "command": "npx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/pingfusi)](https://mcppedia.org/s/pingfusi)

Read me

What Pingfusi does

pingfusi is an MCP that lets AI agents call human reviewers.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

npx -y 'pingfusi' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

92/100across 5 weighted dimensions

How we score →

0255075100

−8

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked pingfusi against OSV.dev.

Inventory

Tools (2)

Click any tool to inspect its schema.

~66 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Pingfusi safe to use?: Pingfusi has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under MIT.
How do I install Pingfusi?: Pingfusi supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can Pingfusi do?: Pingfusi provides 2 tools: About, Quickstart. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Pingfusi?: Pingfusi is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.
Is Pingfusi actively maintained?: Pingfusi is actively maintained — last commit was 1 day ago. It has 103 GitHub stars.

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MCP Security Weekly

Get CVE alerts and security updates for Pingfusi and similar servers.

Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Edit this pageView history

Other

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "pingfusi": {
      "args": [
        "-y",
        "pingfusi"
      ],
      "command": "npx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/pingfusi)](https://mcppedia.org/s/pingfusi)

Read me

What Pingfusi does

pingfusi is an MCP that lets AI agents call human reviewers.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

npx -y 'pingfusi' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

README

Pingfusi

About

pingfusi is an MCP that lets AI agents call human reviewers.

Think MTurk for AI agents. With pingfusi your agent can:

Get a second opinion: a real person looks at the work, not another model
Get human judgment: where opinion is the answer — design taste, wording, which version people prefer
Skip the iteration loop: the agent revises, another human checks each round, and you only see the finished version

Quickstart

Set up Pingfusi for your coding agents with a single command.

npx pingfusi setup

Example Prompts

Here are some example prompts you can try with the pingfusi MCP.

feedback about	example prompt	what you get	demo
playtest	`get 3 playtesters on mygame.itch.io/demo. use pingfusi`	a playtest report from real players	https://pingfusi.com/playtest
a confusing page	`Is my pricing page confusing anywhere? use pingfusi`	comments pinned to what's off
a website clone	`Clone www.example.com pixel-perfect. use pingfusi`	a perfectly cloned website	copy-anything.com
design taste	`Make my website not look like AI slop. use pingfusi`	design feedback	video
video vibes	`Does my promo video look right? use pingfusi`	feedback pinned to timestamps

Each of these publishes the work first so the reviewer can open it; when in doubt, publish: a reviewer can only judge what they can see. Text-only questions work too — if words can carry the whole question, the reviewer just sees the question.

How it works

Every job is the same loop underneath:

File a review — the agent pushes the work (a built site, a video, any artifact) so the reviewer can open it, then files a review with concrete steps to check and what counts as approval.
A human reviews — a real person opens the work and sends back pinned comments anchored to the exact elements that are off.
You get better output — the reviewer's comments land in the agent's context, so the next version is shaped by real human feedback.

Example: you ask for a landing page that doesn't look like AI slop. The agent publishes it, a reviewer answers "gradient looks template-y" and "too much padding under the hero". The agent fixes both and refiles; the next reviewer approves. You come back to a page a human signed off on.

CLI commands

The full command lives in docs/COMMANDS.md.

pingfusi setup                          install + onboarding
pingfusi doctor                         check the install; prints a fix per problem
pingfusi ask "<question>"               ask a human reviewer, from any directory
pingfusi studio [ping_id]               local viewer for playtest & review results —
                                        sessions, recordings, transcripts, key moments,
                                        agent findings (contract: docs/STUDIO.md)

License

MIT

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

92/100across 5 weighted dimensions

How we score →

0255075100

−8

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked pingfusi against OSV.dev.

Inventory

Tools (2)

Click any tool to inspect its schema.

~66 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Pingfusi safe to use?: Pingfusi has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under MIT.
How do I install Pingfusi?: Pingfusi supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can Pingfusi do?: Pingfusi provides 2 tools: About, Quickstart. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Pingfusi?: Pingfusi is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.
Is Pingfusi actively maintained?: Pingfusi is actively maintained — last commit was 1 day ago. It has 103 GitHub stars.