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Prompt Optimizer MCP Server

by augustosouzaco.huggingface.augustosouza/prompt-optimizer-mcp-server

  • Remote endpoint
  • 3 tools
  • MIT
  • prompt_optimizer_mcp_server_eight_questions_analysis_and_prompt_generation Analyzes 8 question-answer pairs to understand user requirements and generates a comprehensive, ready-to-use prompt for commercial LLM platforms. Returns: A complete, optimized prompt that synthesizes all provided information into a clear, actionable request ready for copy-paste use with commercial LLMs (ChatGPT, Claude, etc.). No additional commentary included.
  • prompt_optimizer_mcp_server_five_questions_analysis_and_followup_generation Analyzes 5 question-answer pairs about a user's prompt requirements and generates 3 strategic follow-up questions to gather additional context for future better prompt creation. Returns: 1. Foo...?, 2. Foo...?, 3. Foo...?) designed to elicit additional context that will improve future prompt creation. No additional commentary included.
  • prompt_optimizer_mcp_server_one_shot_optimization Receives an initial prompt idea to be optimized. A prompt writing tone may be provided. Returns: A single string containing the optimized prompt.

As the server's own listing gives them. We never call a tool.