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MCP server + CLI that puts a real human in your coding agent's loop. It publishes work mid-task, a reviewer pins what's
pingfusi is an MCP that lets AI agents call human reviewers.
Think MTurk for AI agents. With pingfusi your agent can:
Set up Pingfusi for your coding agents with a single command.
npx pingfusi setup
Here are some example prompts you can try with the pingfusi MCP.
| feedback about | example prompt | what you get | demo |
|---|---|---|---|
| a naming choice | Which name is better for my coffee app: Brewly or Cuppa? use pingfusi | poll result | |
| 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 | |
| [?] | ask any question that you can think of | real human feedback |
Every job is the same loop underneath:
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.
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
MIT
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