Open-Source MCP servers

Matching MCP servers:

• RISEN Prompt Engineering MCP Tool

  doritoman90000

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

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  MIT License

• RISEN Prompt Engineering MCP Tool

  Futuretechaiguy

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

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  MIT License

• Context Engineering MCP Platform

  devsully

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  A platform that transforms AI development with intelligent context management, optimization, and prompt engineering, enabling developers to enhance model performance through structured context management and optimization tools.

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  MIT License

• Memory Engineering MCP

  romiluz13

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  Provides persistent memory and semantic code understanding for AI assistants using MongoDB Atlas Vector Search. Enables intelligent code search, memory management, and pattern detection across codebases with complete semantic context preservation.

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  MIT License

• Prompts MCP Server

  tanker327

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  A Model Context Protocol server for managing prompt templates as markdown files with YAML frontmatter, allowing users and LLMs to easily add, retrieve, and manage prompts.

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  MIT License

• MCP Prompts Server

  sparesparrow

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  Enables creation, management, and templating of prompts through a simplified SOLID architecture, allowing users to organize prompts by category and fill in templates at runtime.

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