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MCP ServerSTDIOOfficialv1.1.3

clarifyprompt MCP Server

AI prompt optimization for 58+ platforms across 7 categories with custom platforms

io.github.LumabyteCo/clarifyprompt

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Hosted URL

https://github.com/LumabyteCo/clarifyprompt-mcp

Transport

STDIO

Auth

2 required env vars

Connect to clarifyprompt

Hosted endpoint — paste into any MCP client.

https://github.com/LumabyteCo/clarifyprompt-mcp

Environment variables

Configuration this server reads at startup.

  • LLM_API_URLRequired

    LLM API endpoint URL (OpenAI-compatible or Anthropic)

  • LLM_MODELRequired

    Model name/ID to use for optimization

  • LLM_API_KEYSecret

    API key for the LLM provider (not needed for local Ollama)

Resources

Where to find authoritative docs and source for clarifyprompt.

Try clarifyprompt with 30+ AI models

Open MCP Agent Studio and connect this server to Claude, GPT, Gemini, DeepSeek and more — no install required.

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