Techniques for improving prompt effectiveness MCP servers

"Techniques for improving prompt effectiveness" matching MCP servers:

• Prompt Ops MCP

  heyjustinai

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  Optimizes prompts using meta-prompting techniques through a two-turn approach that first provides optimization guidelines and then refines the prompt for enhanced quality and effectiveness.

  Last updated 6 months ago

  2

  2

  MIT License

• Self-Improving Memory MCP

  SuperPiTT

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  Provides Claude with persistent memory and learning capabilities through 10 automatic agents that capture decisions, errors, solutions, and patterns across conversations. Features an anti-compaction system to prevent context loss and enables infinite conversation continuity.

  Last updated 3 months ago

  2

  MIT License

• Prompt-Optimizer-MCP-for-LLMs

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  A Model Context Protocol (MCP) server that provides intelligent tools for optimizing and scoring LLM prompts using deterministic heuristics.

• Just Prompt

  disler

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  A lightweight MCP server that provides a unified interface to various LLM providers including OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama.

  Last updated 5 months ago

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  689

• RT-Prompt-MCP

  yuyao1999

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  A Model Context Protocol server that provides specialized prompt suggestions for backend development, frontend development, and general tasks to help LLMs generate better content.

  Last updated 7 months ago

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  1

  1

• MCP Prompt Server

  gdli6177

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  A server based on Model Context Protocol that provides predefined prompt templates for tasks like code review and API documentation generation, enabling more efficient workflows in Cursor/Windsurf editors.

  Last updated 5 months ago

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  240

  MIT License