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MCP Prompt Optimizer

by grandinh

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      quality
      D
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      Enhances and cleans raw prompts using AI to make them more clear, actionable, and effective. Provides quality assessment, suggestions, and supports both general and code-specific optimization modes.
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    • A
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      Refines and optimizes prompts for LLMs through adaptive questioning and intelligent clarification workflows. Supports multiple AI providers (Google, OpenAI, Anthropic, Groq, Qwen) with interactive prompt enhancement and targeted modifications.
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    • F
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      Refines and improves AI prompts using workspace-aware context from your project's tech stack, structure, and dependencies. Includes tools to analyze prompt quality and generate well-structured prompts from raw ideas.
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    • A
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      quality
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      Intelligently optimizes and enhances user prompts before execution using pattern matching, domain-specific enhancements, and analytics tracking for consistent AI outputs across marketing, data analysis, tax/accounting, and code generation domains.
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