Refine Prompt
About
Refines and structures prompts for large language models using the Anthropic API.
Details
- Author
- felippefarias
- Categories
- Developer Tools, AI, Other
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Setup
Install Refine Prompt in your MCP client (Claude Desktop, Cursor, Windsurf, and others).
Repository: https://github.com/felippefarias/refine-prompt
Follow the installation instructions in the repository README, then restart your MCP client.
Transform ordinary prompts into powerful, structured instructions for any LLM
Installation•Getting Started•How It Works•Features•Examples•License
Refine Promptis 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"
You can install this MCP server directly through Smithery by visiting:Smithery - Refine Prompt
# Clone the repository git clone https://github.com/felippefarias/refine-prompt.git cd refine-prompt # Install dependencies npm install
Refine Prompt requires an Anthropic API key to access Claude's advanced capabilities:
export ANTHROPIC_API_KEY=your_anthropic_api_key
Without an API key, the tool will display an error message.
npx @modelcontextprotocol/inspector npm start
🔧 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.
{ "name": "rewrite_prompt", "arguments": { "prompt": "refine, Summarize the main points of the article titled \"The Future of AI\"" } }
{ "name": "rewrite_prompt", "arguments": { "prompt": "refine, Create a function to convert temperature between Celsius and Fahrenheit", "language": "typescript" } }
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.
- 📐 Adding clear structure and context
- 📝 Specifying requirements and expectations
- 🔍 Including domain-specific considerations
- 🌐 Optimizing for any LLM understanding
Add this to yourclaude_desktop_config.json:
{ "mcpServers": { "refine-prompt": { "command": "npx", "args": [ "-y", "refine-prompt" ] } } }
# Clone the repository git clone https://github.com/felippefarias/refine-prompt.git cd refine-prompt # Install dependencies npm install # Run the server node index.js
refine, Summarize the main points of the article titled "The Future of AI"
{ "prompt": "refine, Summarize the main points of the article titled \"The Future of AI\"" }
refine, Create a function that sorts an array of objects by a specific property
{ "prompt": "refine, Create a function that sorts an array of objects by a specific property", "language": "typescript" }
The tool will rewrite both prompts to be more structured and detailed for optimal results with any LLM.
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.
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.
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