prompt optimize MCP servers

"prompt optimize" matching MCP servers:

• MCP Prompt Optimizer

  Bubobot-Team

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  security

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  license

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  quality

  This MCP server provides research-backed prompt optimization tools and professional domain templates designed to improve AI performance through strategies like Tree of Thoughts and Medprompt. It enables users to analyze, auto-optimize, and refine prompts using advanced reasoning patterns and safety-critical alignment techniques.

  Last updated 8 months ago

  20

  MIT

• Prompt Auto-Optimizer MCP

  sloth-wq

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  security

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  license

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  quality

  An MCP server that automatically optimizes AI prompts using evolutionary algorithms, helping improve prompt performance, creativity, and reliability through iterative testing and refinement.

  Last updated 6 months ago

  12

  3

  MIT

• mcp-snowflake-server-no-write

  sgriffin-magnoliacap

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  security

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  license

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  quality

  MCP server for snowflake that doesn't allow write operations under any circumstances, and includes a system prompt.

  Last updated 7 months ago

  GPL 3.0

• Amazon Q Custom Prompt MCP

  fiet-kyo

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  security

  F

  license

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  quality

  Provides custom prompts for Amazon Q by serving markdown files from the local filesystem as prompt templates through the Model Context Protocol.

  Last updated 6 months ago

  8

• RT-Prompt-MCP

  yuyao1999

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  security

  F

  license

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  quality

  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 8 months ago

  6

  7

  1

• RISEN Prompt Engineering MCP

  Futuretechaiguy

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  security

  A

  license

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  quality

  A Model Context Protocol server that helps users create, validate, manage, and optimize prompts using the RISEN framework (Role, Instructions, Steps, Expectations, Narrowing).

  Last updated 6 months ago

  1

  MIT