Bubobot-Team/mcp-prompt-optimizer

The MCP Prompt Optimizer is a cutting-edge server that leverages the Model Context Protocol (MCP) to deliver significant improvements in AI prompt performance. By utilizing a range of both basic and advanced optimization strategies, the server is capable of enhancing prompt clarity, specificity, and overall effectiveness. The tool is particularly beneficial for complex reasoning tasks, safety-critical applications, and scenarios requiring high accuracy. With a focus on research-backed methodologies, the MCP Prompt Optimizer integrates techniques such as Tree of Thoughts, Constitutional AI, and Medprompt to achieve performance improvements ranging from 15% to over 90%. Additionally, the server offers professional domain templates across various fields, making it a versatile tool for business analysis, product management, content creation, and more. The MCP Prompt Optimizer is designed for seamless integration with Claude Desktop and supports a wide range of platforms, ensuring accessibility and ease of use for developers and researchers alike.

{
  "mcpServers": {
    "prompt-optimizer": {
      "command": "python3",
      "args": ["/path/to/mcp-prompt-optimizer/prompt_optimizer.py"],
      "env": {}
    }
  }
}