Prompt Cleaner

Acerca de

This Model Context Protocol (MCP) server leverages AI to transform unpolished user prompts into clear, actionable, and highly effective inputs. It utilizes large language models to improve prompt clarity and specificity, offering context-aware processing and mode-specific optimization for both general and code-related use cases. The server provides detailed quality assessments, robust error handling with a two-level retry strategy, and full MCP protocol compliance, making it a production-ready solution for enhancing AI interactions.

Características Principales

• Mode-Specific Optimization: Supports both "general" and "code" modes for diverse use cases
• Quality Assessment: Provides quality scores and detailed feedback on enhanced prompts
• 1 GitHub stars
• AI-Powered Enhancement: Uses large language models to improve prompt clarity and specificity
• Concise System Prompt: Employs a structured, efficient prompt format for consistent results
• Context-Aware Processing: Accepts additional context to guide the enhancement process

Casos de Uso

• Improving user input for AI assistants to yield more accurate and relevant responses.
• Refining code-related queries to enhance the quality of AI-generated code or explanations.
• Integrating with MCP clients like Claude Desktop to provide superior prompt experiences in AI workflows.