clarifyprompt-mcp

Turns vague prompts into platform-optimized prompts for AI tools across image, video, voice, music, code, chat and document categories.

#1528 by GitHub starsContent creationChecked 2026-11-02

What it connects

Turns vague prompts into platform-optimized prompts for AI tools across image, video, voice, music, code, chat and document categories.

Registry listing — description sourced from the publisher's entry in an awesome-list. Setup, compatibility and requirements are not verified; see the repository.

Source: https://github.com/LumabyteCo/clarifyprompt-mcp · ★ 13 on the source repo

Setup instructions and compatibility are compiled from publisher docs and community reports, not hands-on testing, unless a step is marked Tested. Check the source before relying on a setup.