Home MCP ServersClarifyPrompt LumaByte Co Transforms vague prompts into platform-optimized prompts for 58+ AI platforms across image, video, chat, code, voice,... Classification community Est Visitors (Week) 210 Release Date Feb 26, 2026

ClarifyPrompt LumaByte Co Transforms vague prompts into platform-optimized prompts for 58+ AI platforms across image, video, chat, code, voice,... Classification community Est Visitors (Week) 210 Release Date Feb 26, 2026

MCP ServerCommunity

LumaByte Co

Directory Presence

Cross-referenced across 55 tracked directories

Directory	Status	First Seen	Last Confirmed	Link
P PulseMCP		5/20/2026	5/21/2026

Adoption Metrics & Statistics

#12377

Popularity Rank

1 / 55

Listed In

Emerging

Adoption Stage

5/20/2026

First Seen

Recently added to the ecosystem

Health Score

9/100

Directory Presence5/20

Community0/30

Usage0/20

Development Activity4/30

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