ClarifyPrompt
Rank #7613pulsemcp/lumabyteco-clarifyprompt
Transforms vague prompts into platform-optimized prompts for 58+ AI platforms across image, video, chat, code, voice, and music categories.
ClarifyPrompt is a Model Context Protocol (MCP) server published by lumabyteco. It ranks #7613 of 58,900 servers tracked on MCP Toplist, and its repository has 5 GitHub stars. ClarifyPrompt is listed on PulseMCP, and ships as a single rolling release with no explicit version metadata. It was first listed on Feb 26, 2026.
Ranks ahead of 51,287 of 58,900 servers on MCP Toplist.
Use ClarifyPrompt
ClarifyPrompt doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.
Listed on 1 registry
lumabyteco
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- What is ClarifyPrompt?
- Transforms vague prompts into platform-optimized prompts for 58+ AI platforms across image, video, chat, code, voice, and music categories.
- Who maintains ClarifyPrompt?
- ClarifyPrompt is maintained by lumabyteco, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is ClarifyPrompt an official MCP server?
- ClarifyPrompt is not on the Official MCP Registry. It is listed on PulseMCP.
- How many versions does ClarifyPrompt have?
- ClarifyPrompt ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for ClarifyPrompt?
- The source code for ClarifyPrompt is hosted at github.com/lumabyteco/clarifyprompt-mcp.