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LumabyteCo

Clarifyprompt-MCP

optimize_prompt

Optimize prompts for AI platforms by adapting them to specific syntax, parameters, and structures required by Midjourney, DALL-E, Claude, and 55+ other platforms across 7 categories.

Instructions

Optimize a prompt for a specific AI platform. Supports 7 categories and 58+ platforms including Midjourney, DALL-E, Stable Diffusion, Sora, Runway, HeyGen, ElevenLabs, Suno, Claude, ChatGPT, DeepSeek, Cursor, Jasper, and more. Also supports custom registered platforms. Category and platform are auto-detected when omitted.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
promptYesThe prompt to optimize
categoryNoPrompt category. Auto-detected from prompt content when omitted.
platformNoTarget platform ID (e.g. midjourney, dall-e, sora, suno, claude, cursor, or a custom platform ID). Uses category default when omitted.
modeNoOutput modedetailed
enrich_contextNoUse web search for context enrichment (supports Tavily, Brave, Serper, SerpAPI, Exa, SearXNG)

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