PluginBench
MCP Server
Maintained
MIT

Promptheus MCP Server

io.github.abhichandra21/promptheus

What is the Promptheus MCP server?

AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)

How to install Promptheus

Copy-paste configuration for popular MCP clients.

transport: stdio
Config generated by PluginBench — verify against the source before use.
Environment / auth
  • GOOGLE_API_KEY
    secret

    Google Gemini API key (optional, at least one provider required)

  • ANTHROPIC_API_KEY
    secret

    Anthropic Claude API key (optional, at least one provider required)

  • OPENAI_API_KEY
    secret

    OpenAI API key (optional, at least one provider required)

  • GROQ_API_KEY
    secret

    Groq API key (optional, at least one provider required)

  • QWEN_API_KEY
    secret

    Alibaba Qwen API key (optional, at least one provider required)

  • GLM_API_KEY
    secret

    Zhipu GLM API key (optional, at least one provider required)

  • PROMPTHEUS_PROVIDER

    Override provider selection (gemini, anthropic, openai, groq, qwen, glm)

  • PROMPTHEUS_MODEL

    Override model selection for the chosen provider

Claude Desktop
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "promptheus": {
      "command": "python",
      "args": [
        "promptheus"
      ],
      "env": {
        "GOOGLE_API_KEY": "<YOUR_GOOGLE_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "GROQ_API_KEY": "<YOUR_GROQ_API_KEY>",
        "QWEN_API_KEY": "<YOUR_QWEN_API_KEY>",
        "GLM_API_KEY": "<YOUR_GLM_API_KEY>",
        "PROMPTHEUS_PROVIDER": "<YOUR_PROMPTHEUS_PROVIDER>",
        "PROMPTHEUS_MODEL": "<YOUR_PROMPTHEUS_MODEL>"
      }
    }
  }
}
Cursor
~/.cursor/mcp.json
{
  "mcpServers": {
    "promptheus": {
      "command": "python",
      "args": [
        "promptheus"
      ],
      "env": {
        "GOOGLE_API_KEY": "<YOUR_GOOGLE_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "GROQ_API_KEY": "<YOUR_GROQ_API_KEY>",
        "QWEN_API_KEY": "<YOUR_QWEN_API_KEY>",
        "GLM_API_KEY": "<YOUR_GLM_API_KEY>",
        "PROMPTHEUS_PROVIDER": "<YOUR_PROMPTHEUS_PROVIDER>",
        "PROMPTHEUS_MODEL": "<YOUR_PROMPTHEUS_MODEL>"
      }
    }
  }
}
Windsurf
~/.codeium/windsurf/mcp_config.json
{
  "mcpServers": {
    "promptheus": {
      "command": "python",
      "args": [
        "promptheus"
      ],
      "env": {
        "GOOGLE_API_KEY": "<YOUR_GOOGLE_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "GROQ_API_KEY": "<YOUR_GROQ_API_KEY>",
        "QWEN_API_KEY": "<YOUR_QWEN_API_KEY>",
        "GLM_API_KEY": "<YOUR_GLM_API_KEY>",
        "PROMPTHEUS_PROVIDER": "<YOUR_PROMPTHEUS_PROVIDER>",
        "PROMPTHEUS_MODEL": "<YOUR_PROMPTHEUS_MODEL>"
      }
    }
  }
}
VS Code
.vscode/mcp.json
{
  "servers": {
    "promptheus": {
      "type": "stdio",
      "command": "python",
      "args": [
        "promptheus"
      ],
      "env": {
        "GOOGLE_API_KEY": "<YOUR_GOOGLE_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "GROQ_API_KEY": "<YOUR_GROQ_API_KEY>",
        "QWEN_API_KEY": "<YOUR_QWEN_API_KEY>",
        "GLM_API_KEY": "<YOUR_GLM_API_KEY>",
        "PROMPTHEUS_PROVIDER": "<YOUR_PROMPTHEUS_PROVIDER>",
        "PROMPTHEUS_MODEL": "<YOUR_PROMPTHEUS_MODEL>"
      }
    }
  }
}
Claude Code
claude mcp add promptheus --env GOOGLE_API_KEY=<YOUR_GOOGLE_API_KEY> --env ANTHROPIC_API_KEY=<YOUR_ANTHROPIC_API_KEY> --env OPENAI_API_KEY=<YOUR_OPENAI_API_KEY> --env GROQ_API_KEY=<YOUR_GROQ_API_KEY> --env QWEN_API_KEY=<YOUR_QWEN_API_KEY> --env GLM_API_KEY=<YOUR_GLM_API_KEY> --env PROMPTHEUS_PROVIDER=<YOUR_PROMPTHEUS_PROVIDER> --env PROMPTHEUS_MODEL=<YOUR_PROMPTHEUS_MODEL> -- python promptheus

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