Promptheus

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

stdio v0.3.1

Connection Configuration

Add this to your AI agent's MCP config file to connect.

Run in your terminal:

claude mcp add io.github.abhichandra21--promptheus -- python

Transport

stdio

Authentication

None

Version

v0.3.1

Server Name

io.github.abhichandra21/promptheus

Last Updated

Dec 10, 2025

Available Tools (5)

refine_prompttweak_promptlist_modelslist_providersvalidate_environment

How to install and connect this MCP server.

Environment variables you must provide when running this server.

Variable	Description	Required
`GOOGLE_API_KEY` secret	Google Gemini API key (optional, at least one provider required)	Optional
`ANTHROPIC_API_KEY` secret	Anthropic Claude API key (optional, at least one provider required)	Optional
`OPENAI_API_KEY` secret	OpenAI API key (optional, at least one provider required)	Optional
`GROQ_API_KEY` secret	Groq API key (optional, at least one provider required)	Optional
`QWEN_API_KEY` secret	Alibaba Qwen API key (optional, at least one provider required)	Optional
`GLM_API_KEY` secret	Zhipu GLM API key (optional, at least one provider required)	Optional
`PROMPTHEUS_PROVIDER`	Override provider selection (gemini, anthropic, openai, groq, qwen, glm)	Optional
`PROMPTHEUS_MODEL`	Override model selection for the chosen provider	Optional