Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Refine Promptrefine, write a Python script to automate weekly email reports"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
📋 Overview
Refine Prompt is an intelligent prompt engineering tool that transforms ordinary prompts into powerful, structured instructions for any large language model (LLM). Using Claude's advanced capabilities, it enhances your prompts to produce exceptional results across all AI platforms.
🔑 Important: Your prompt must include the keyword "refine" to activate the enhancement process.
Example:
"refine, Create a function that calculates the factorial of a number"
🚀 Installation
📦 Via NPM
🛠️ Via Smithery
You can install this MCP server directly through Smithery by visiting: Smithery - Refine Prompt
📁 Via Local Repository
🏁 Getting Started
🔑 API Key Setup
Refine Prompt requires an Anthropic API key to access Claude's advanced capabilities:
Without an API key, the tool will display an error message.
⚙️ Running the Server
Or with MCP Inspector:
🔧 Tool: rewrite_prompt - The Power of Refinement
Transform your ideas into expertly crafted prompts. This powerful tool analyzes your input and generates a professionally engineered prompt that maximizes AI understanding and response quality.
📝 Parameters
Parameter | Description | Required |
| Your raw prompt that needs refinement (must include "refine" keyword) | ✅ |
| For code-related prompts, specify the target programming language | ❌ |
📋 Example Usage
🧠 How It Works
The server uses Claude 3 Sonnet by Anthropic to intelligently rewrite your prompts for better results. Every prompt must include the keyword "refine" to trigger the enhancement process.
It enhances your prompt by:
📐 Adding clear structure and context
📝 Specifying requirements and expectations
🔍 Including domain-specific considerations
🌐 Optimizing for any LLM understanding
✨ Features
Feature | Description |
🤖 AI-Powered Refinement | Leverages Claude 3.5 Sonnet's advanced capabilities to transform your prompts |
🔑 Activation with Keywords | Simply include "refine" in your prompt to trigger the enhancement |
🌐 Universal Compatibility | Optimizes prompts for any type of task or domain |
💻 Code-Specific Intelligence | Provides specialized enhancements for programming tasks when language is specified |
🔄 Seamless Integration | Works flawlessly with any LLM-powered application or workflow |
🎯 Precision-Focused | Uses 0.2 temperature setting to ensure reliable, consistent output quality |
📊 Structural Clarity | Adds logical organization, clear instructions, and proper formatting |
⚙️ Configuration
🖥️ Usage with Claude Desktop
Add this to your claude_desktop_config.json:
📊 Examples
📝 General Prompt Enhancement
💻 Code-Related Prompt Enhancement
The tool will rewrite both prompts to be more structured and detailed for optimal results with any LLM.
🚀 Elevate Your AI Interactions
Refine Prompt bridges the gap between human thinking and AI understanding. By transforming your natural language instructions into expertly engineered prompts, it helps you unlock the full potential of any language model. Whether you're a developer, content creator, researcher, or AI enthusiast, Refine Prompt gives you the power to communicate with AI more effectively.
📄 License
Refine Prompt is licensed under the MIT License. You are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository.