Promptheus

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-10-17/server.schema.json",
  "name": "io.github.abhichandra21/promptheus",
  "description": "AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)",
  "title": "Promptheus",
  "repository": {
    "url": "https://github.com/abhichandra21/Promptheus.git",
    "source": "github"
  },
  "version": "0.3.1",
  "websiteUrl": "https://github.com/abhichandra21/Promptheus",
  "packages": [
    {
      "registryType": "pypi",
      "identifier": "promptheus",
      "version": "0.3.1",
      "runtimeHint": "python",
      "transport": {
        "type": "stdio"
      },
      "environmentVariables": [
        {
          "description": "Google Gemini API key (optional, at least one provider required)",
          "isSecret": true,
          "name": "GOOGLE_API_KEY"
        },
        {
          "description": "Anthropic Claude API key (optional, at least one provider required)",
          "isSecret": true,
          "name": "ANTHROPIC_API_KEY"
        },
        {
          "description": "OpenAI API key (optional, at least one provider required)",
          "isSecret": true,
          "name": "OPENAI_API_KEY"
        },
        {
          "description": "Groq API key (optional, at least one provider required)",
          "isSecret": true,
          "name": "GROQ_API_KEY"
        },
        {
          "description": "Alibaba Qwen API key (optional, at least one provider required)",
          "isSecret": true,
          "name": "QWEN_API_KEY"
        },
        {
          "description": "Zhipu GLM API key (optional, at least one provider required)",
          "isSecret": true,
          "name": "GLM_API_KEY"
        },
        {
          "description": "Override provider selection (gemini, anthropic, openai, groq, qwen, glm)",
          "name": "PROMPTHEUS_PROVIDER"
        },
        {
          "description": "Override model selection for the chosen provider",
          "name": "PROMPTHEUS_MODEL"
        }
      ]
    }
  ],
  "_meta": {
    "io.modelcontextprotocol.registry/publisher-provided": {
      "categories": [
        "AI Tools",
        "Developer Productivity",
        "Prompt Engineering",
        "LLM Utilities"
      ],
      "features": [
        "Adaptive task detection (analysis vs generation)",
        "Multi-provider support (6+ AI backends)",
        "Interactive and structured question modes",
        "Session history management",
        "Privacy-preserving telemetry"
      ],
      "tools": [
        {
          "description": "Intelligently refine prompts with adaptive questioning workflow",
          "name": "refine_prompt"
        },
        {
          "description": "Make surgical modifications to existing prompts",
          "name": "tweak_prompt"
        },
        {
          "description": "Discover available models for each AI provider",
          "name": "list_models"
        },
        {
          "description": "Check provider configuration status",
          "name": "list_providers"
        },
        {
          "description": "Validate API keys and test provider connections",
          "name": "validate_environment"
        }
      ]
    }
  }
}