Clarify Prompt MCP

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An MCP server that transforms vague prompts into platform-optimized prompts for 58+ AI platforms across 7 categories â with support for registering custom platforms and providing markdown instruction files.

Install

npx -y clarifyprompt-mcp

Tools · 1

clarify_prompt Analyzes a user's prompt to identify ambiguities, missing context, or unclear requirements, and returns a clarified version with suggestions for improvement.

Environment variables

OPENAI_API_KEY
LLM_API_URL
LLM_API_KEY
EMBED_API_URL
EMBED_API_KEY
SEARCH_API_KEY
SEARCH_API_URL

Links

githubgithub.com/LumabyteCo/clarifyprompt-mcp ↗

★ 5 GitHub stars