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A system for persistent memory using a knowledge graph

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  • Why this server?

    This server provides a basic implementation of persistent memory using a local knowledge graph, which directly addresses the user's request.

    Knowledge Graph Memory Server

    modelcontextprotocol
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    security
    A
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    quality
    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
    42,199
    JavaScript
    MIT License
    • Apple
    • Linux

  • Why this server?

    This server also provides persistent memory integration using a local knowledge graph, helping Claude remember information across interactions.

    Knowledge Graph Memory Server

    yodakeisuke
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    security
    F
    license
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    quality
    This MCP server provides persistent memory integration for chat applications by utilizing a local knowledge graph to remember user information across interactions.
    Last updated -
    9
    7,903
    1
    JavaScript

  • Why this server?

    This server offers an improved implementation of persistent memory using a local knowledge graph with a customizable memory path, aligning with the user's need for knowledge graph-based persistence.

    mcp-knowledge-graph

    shaneholloman
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    security
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    license
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    quality
    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?

    This option enhances user interaction with persistent memory, remembering information and learning from past errors using a local knowledge graph.

    Knowledge Graph Memory Server

    T1nker-1220
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    security
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    license
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    quality
    Enhances user interaction through a persistent memory system that remembers information across chats and learns from past errors by utilizing a local knowledge graph and lesson management.
    Last updated -
    13
    7,903
    34
    JavaScript
    MIT License

  • Why this server?

    Provides knowledge graph functionality for managing entities, relations, and observations in memory, relevant to knowledge graph-based systems.

    Memory MCP Server

    evangstav
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    security
    A
    license
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    quality
    Provides knowledge graph functionality for managing entities, relations, and observations in memory with strict validation rules to maintain data consistency.
    Last updated -
    6
    Python
    MIT License

  • Why this server?

    Facilitates semantic analysis of chat conversations through vector embeddings and knowledge graphs, which could be useful for a more advanced implementation.

    MCP Chat Analysis Server

    rebots-online
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    security
    A
    license
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    quality
    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

  • Why this server?

    Provides vector database capabilities through Chroma, enabling semantic document search, metadata filtering, and document management with persistent storage which is relevant to persistent memory systems.

    Chroma MCP Server

    privetin
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    security
    A
    license
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    A Model Context Protocol server providing vector database capabilities through Chroma, enabling semantic document search, metadata filtering, and document management with persistent storage.
    Last updated -
    17
    Python
    MIT License
    • Apple
    • Linux

  • Why this server?

    Enables Claude and other LLMs to manage persistent memories across conversations through text file storage.

    MCP Server Memory File

    g0t4
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    security
    F
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    An MCP server that allows Claude and other LLMs to manage persistent memories across conversations through text file storage, enabling commands to add, search, delete and list memory entries.
    Last updated -
    2
    TypeScript

  • Why this server?

    Offers a versatile memory system for AI applications, either as an MCP server or direct library integration, enabling autonomous memory management without explicit commands.

    mem0 Memory System

    pinkpixel-dev
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    security
    A
    license
    A
    quality
    A flexible memory system for AI applications that supports multiple LLM providers and can be used either as an MCP server or as a direct library integration, enabling autonomous memory management without explicit commands.
    Last updated -
    3
    131
    36
    JavaScript
    MIT License

  • Why this server?

    Improves on existing memory servers by implementing PouchDB for document storage and enabling a knowledge graph that captures interactions.

    Knowledge Graph Memory Server

    bneil
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    security
    A
    license
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    quality
    Enhances the MCP memory server by implementing PouchDB for robust document storage and enabling the creation and management of a knowledge graph that captures interactions via language models.
    Last updated -
    JavaScript
    MIT License
    • Apple