feedback-one is an open-source MCP server that facilitates interactive user feedback and command execution for AI-assisted development. It supports both web and desktop interfaces, features intelligent environment detection, and is cross-platform compatible. Ideal for developers integrating feedback loops into AI workflows.
In the Infrastructure & Backend space, feedback-one takes a focused approach. Enabling developers to collect interactive feedback and execute commands in AI-assisted development environments. It is built as an open-source project for developers. The project is open source (MIT License). It ships for the command line, the web, macOS, Windows, and Linux, and it can be self-hosted.
It is developed by Minidoracat, and it first shipped in 2026. Key capabilities include interactive feedback, command execution, and dual interface. It exposes integrations via an MCP server.
Summary written by a language model from the project’s public pages.
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