NestDaddy

Clarifyprompt

io.github.LumabyteCo/clarifyprompt ยท v1.1.3

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

Connect Runs on your machine

Terminal
claude mcp add clarifyprompt -e LLM_API_URL=<LLM_API_URL> -e LLM_API_KEY=<LLM_API_KEY> -e LLM_MODEL=<LLM_MODEL> -- npx -y [email protected]
claude_desktop_config.json
{
  "mcpServers": {
    "clarifyprompt": {
      "command": "npx",
      "args": [
        "-y",
        "[email protected]"
      ],
      "env": {
        "LLM_API_URL": "<LLM_API_URL>",
        "LLM_API_KEY": "<LLM_API_KEY>",
        "LLM_MODEL": "<LLM_MODEL>"
      }
    }
  }
}
~/.cursor/mcp.json
{
  "mcpServers": {
    "clarifyprompt": {
      "command": "npx",
      "args": [
        "-y",
        "[email protected]"
      ],
      "env": {
        "LLM_API_URL": "<LLM_API_URL>",
        "LLM_API_KEY": "<LLM_API_KEY>",
        "LLM_MODEL": "<LLM_MODEL>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "clarifyprompt": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "[email protected]"
      ],
      "env": {
        "LLM_API_URL": "<LLM_API_URL>",
        "LLM_API_KEY": "<LLM_API_KEY>",
        "LLM_MODEL": "<LLM_MODEL>"
      }
    }
  }
}

Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.

Tools

This server runs locally, so its tools are listed by your MCP client once it starts.

Environment variables

NameDescription
LLM_API_URL
Required
LLM API endpoint URL (OpenAI-compatible or Anthropic)
LLM_API_KEY
Optional, secret
API key for the LLM provider (not needed for local Ollama)
LLM_MODEL
Required
Model name/ID to use for optimization

Details

Package[email protected] (NPM, stdio)
First published12 Mar 2026
Last updated12 Mar 2026
Registry nameio.github.LumabyteCo/clarifyprompt

More ai and media servers See all

Listing data from the official MCP registry. Status and tools from NestDaddy's daily check. Browse all MCP servers.