Clarifyprompt MCP Server

by lumabytecoio.github.LumabyteCo/clarifypromptv1.1.3

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

13Node.jsstdioofficial registry

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Active4d ago

Install Clarifyprompt MCP server

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 clarifyprompt-mcp

{
  "mcpServers": {
    "clarifyprompt": {
      "command": "npx",
      "args": [
        "-y",
        "clarifyprompt-mcp"
      ],
      "env": {
        "LLM_API_URL": "<llm-api-url>",
        "LLM_API_KEY": "<llm-api-key>",
        "LLM_MODEL": "<llm-model>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).

{
  "mcpServers": {
    "clarifyprompt": {
      "command": "npx",
      "args": [
        "-y",
        "clarifyprompt-mcp"
      ],
      "env": {
        "LLM_API_URL": "<llm-api-url>",
        "LLM_API_KEY": "<llm-api-key>",
        "LLM_MODEL": "<llm-model>"
      }
    }
  }
}

Settings → Developer → Edit Config (claude_desktop_config.json), then restart.

{
  "servers": {
    "clarifyprompt": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "clarifyprompt-mcp"
      ],
      "env": {
        "LLM_API_URL": "<llm-api-url>",
        "LLM_API_KEY": "<llm-api-key>",
        "LLM_MODEL": "<llm-model>"
      }
    }
  }
}

Add to .vscode/mcp.json in your workspace.

{
  "mcpServers": {
    "clarifyprompt": {
      "command": "npx",
      "args": [
        "-y",
        "clarifyprompt-mcp"
      ],
      "env": {
        "LLM_API_URL": "<llm-api-url>",
        "LLM_API_KEY": "<llm-api-key>",
        "LLM_MODEL": "<llm-model>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Configuration

Variable	Required	Secret	Description
LLM_API_URL	yes	—	LLM API endpoint URL (OpenAI-compatible or Anthropic)
LLM_API_KEY	—	yes	API key for the LLM provider (not needed for local Ollama)
LLM_MODEL	yes	—	Model name/ID to use for optimization

Freshness

Active — last maintenance signal 4d ago. The newest of the signals below sets the band.

Last commit (default branch)
2026-10-06 · 4d ago · GitHub
Latest release
2026-06-22 · 4mo ago · GitHub · v1.12.1
Package published
no data · npm/PyPI
Registry entry updated
2026-03-12 · 7mo ago · official registry · v1.1.3

FAQ

›How do I install the Clarifyprompt MCP server in Claude Code?

Run: 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 clarifyprompt-mcp. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Clarifyprompt require an API key?

Yes. It expects LLM_API_URL, LLM_MODEL, LLM_API_KEY, of which 1 is a secret.

›Can I use Clarifyprompt as a remote (hosted) MCP server?

No hosted endpoint is published; it runs locally over stdio.

›Is Clarifyprompt in the official MCP registry?

Yes, as io.github.LumabyteCo/clarifyprompt.