LocalFree server, account needed

Clarifyprompt MCP server

LumabyteCo/clarifyprompt-mcp

Turns vague prompts into platform-optimized prompts for AI tools across image, video, voice, music, code, chat and document categories.

13 GitHub stars2 forks402 npm downloads / month
Source code

Install Clarifyprompt in Claude Code

Claude Code
claude mcp add clarifyprompt -e LLM_API_URL=... -e LLM_MODEL=... -- npx -y clarifyprompt-mcp
mcp.json (Claude Desktop, Cursor, VS Code, Windsurf)
{
  "mcpServers": {
    "clarifyprompt": {
      "command": "npx",
      "args": [
        "-y",
        "clarifyprompt-mcp"
      ],
      "env": {
        "LLM_API_URL": "...",
        "LLM_MODEL": "..."
      }
    }
  }
}

Replace each ... with your own value.

Frequently asked questions

What does the Clarifyprompt MCP server do?

Turns vague prompts into platform-optimized prompts for AI tools across image, video, voice, music, code, chat and document categories.

Is the Clarifyprompt MCP server free?

The server is free, but you will likely need an account. The server itself is free, but it connects to a service that needs an account or API key, which may have paid tiers. Check the provider for current pricing.

Does Clarifyprompt run locally or remotely?

Local. Runs on your machine (stdio). You install it with npx, uvx, Docker or from source.

How do I add Clarifyprompt to Claude Code?

Run: claude mcp add clarifyprompt -e LLM_API_URL=... -e LLM_MODEL=... -- npx -y clarifyprompt-mcp

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