Transforms vague prompts into platform-optimized prompts for over 58 AI platforms across diverse categories.
ClarifyPrompt is an MCP server designed to take generic natural language prompts and refine them into highly optimized, platform-specific instructions for a wide array of AI tools. It supports over 58 built-in platforms across 7 categories including image, video, chat, code, and music generation, ensuring the output includes the correct syntax, parameters, and structure for each. Users can also register custom AI platforms and provide tailored optimization instructions using markdown files, allowing for extensive personalization of the prompt generation process. ClarifyPrompt seamlessly integrates with various LLM APIs, from local Ollama instances to major providers like OpenAI and Anthropic, and can optionally enrich prompt context via web search.
