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Understanding Cache for Prompt Engineering

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  • Why this server?

    This server acts as a cache for Infrastructure-as-Code information, allowing users to store, summarize, and manage notes, which can be related to prompts used for IaC tasks. It fits the 'cache' aspect of the query.

    IAC Memory MCP Server

    AgentWong
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    A custom Memory MCP Server that acts as a cache for Infrastructure-as-Code information, allowing users to store, summarize, and manage notes with a custom URI scheme and simple resource handling.
    Last updated -
    23
    1
    Python
    MIT License
    • Apple

  • Why this server?

    This server manages and persists notes, offering operations like summarization. Notes could include cached prompts or prompt-related information for later use.

    MCP Notes Server

    truaxki
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    An MCP server for managing and persisting notes, offering CRUD operations, note summarization, and resource-based access via a note:// URI scheme.
    Last updated -
    4
    6
    Python
    MIT License

  • Why this server?

    This server provides memory/knowledge graph storage with Supabase, enabling shared knowledge graphs and data, which can cache prompt-related data and contexts.

    Supabase Memory MCP Server

    gtrusler
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    security
    F
    license
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    quality
    Provides memory/knowledge graph storage capabilities using Supabase, enabling multiple Claude instances to safely share and maintain a knowledge graph with features like entity storage, concurrent access safety, and full text search.
    Last updated -
    6
    JavaScript
    • Apple
    • Linux

  • Why this server?

    This server implements persistent memory using a local knowledge graph, which could store and retrieve cached prompt contexts or results, fitting the 'cache' aspect of the search.

    mcp-knowledge-graph

    shaneholloman
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    An improved implementation of persistent memory using a local knowledge graph with a customizable --memory-path. This lets Claude remember information about the user across chats.
    Last updated -
    9
    32
    144
    JavaScript
    MIT License
    • Apple

  • Why this server?

    A basic implementation of persistent memory using a knowledge graph. Suitable for caching prompts.

    Knowledge Graph Memory Server

    modelcontextprotocol
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    security
    A
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    A basic implementation of persistent memory using a local knowledge graph. This lets Claude remember information about the user across chats.
    Last updated -
    9
    7,903
    42,793
    JavaScript
    MIT License
    • Apple
    • Linux

  • Why this server?

    This server provides semantic memory and persistent storage, which could be used to cache prompts and related information for quick retrieval.

    MCP Memory Service

    doobidoo
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    security
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    license
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    quality
    Provides semantic memory and persistent storage for Claude, leveraging ChromaDB and sentence transformers for enhanced search and retrieval capabilities.
    Last updated -
    3
    220
    Python
    MIT License
    • Linux

  • Why this server?

    This server provides a memory system for LLMs, allowing users to interact with multiple LLM providers while maintaining conversation history, which can include previous prompts and their results, acting like a prompt cache.

    MemGPT MCP Server

    Vic563
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    security
    F
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    A TypeScript-based server that provides a memory system for Large Language Models (LLMs), allowing users to interact with multiple LLM providers while maintaining conversation history and offering tools for managing providers and model configurations.
    Last updated -
    20
    JavaScript
    • Apple

  • Why this server?

    This server enables AI agents to perform file system operations and code analysis, which might involve caching code snippets or analyses generated from previous prompts.

    AiDD MCP Server

    skydeckai
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    security
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    AiDD MCP Server provides a secure interface for AI agents to perform file system operations and code analysis, enhancing AI-assisted development workflows across multiple programming languages.
    Last updated -
    29
    54
    Python
    Apache 2.0
    • Apple
    • Linux

  • Why this server?

    Facilitates semantic analysis of chat conversations and could store or cache information related to prompts within these analyses

    MCP Chat Analysis Server

    rebots-online
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    security
    A
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    Facilitates semantic analysis of chat conversations through vector embeddings and knowledge graphs, offering tools for semantic search, concept extraction, and conversation pattern analysis.
    Last updated -
    8
    Python
    MIT License