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General Information About Memory

View all MCP Servers

  • Why this server?

    This server provides a persistent memory implementation using a local knowledge graph, which lets Claude remember information about users across conversations.

    Knowledge Graph Memory Server

    AgentWong
    -
    security
    A
    license
    -
    quality
    A persistent memory implementation using a local knowledge graph that lets Claude remember information about users across conversations.
    Last updated -
    4
    Python
    MIT License

  • Why this server?

    A high-performance, persistent memory system for the Model Context Protocol (MCP) providing vector search capabilities and efficient knowledge storage using libSQL as the backing store.

    MCP Memory LibSQL

    joleyline
    A
    security
    A
    license
    A
    quality
    A high-performance, persistent memory system for the Model Context Protocol (MCP) providing vector search capabilities and efficient knowledge storage using libSQL as the backing store.
    Last updated -
    6
    64
    1
    TypeScript
    MIT License
    • Linux

  • Why this server?

    This project is based on the Knowledge Graph Memory Server and retains its core functionality, so it also focuses on memory.

    MemoryMesh

    CheMiguel23
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    security
    A
    license
    -
    quality
    This project is based on the Knowledge Graph Memory Server from the MCP servers repository and retains its core functionality.
    Last updated -
    44
    107
    TypeScript
    MIT License
    • Apple

  • Why this server?

    This server reduces token consumption by efficiently caching data between language model interactions, automatically storing and retrieving information to minimize redundant token usage.

    Memory Cache MCP Server

    ibproduct
    A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that reduces token consumption by efficiently caching data between language model interactions, automatically storing and retrieving information to minimize redundant token usage.
    Last updated -
    4
    3
    JavaScript

  • Why this server?

    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.

    Knowledge Graph Memory Server

    T1nker-1220
    A
    security
    A
    license
    A
    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
    14,698
    34
    JavaScript
    MIT License

  • Why this server?

    Provides a semantic memory layer that integrates LLMs with OpenSearch, enabling storage and retrieval of memories within the OpenSearch engine.

    MCP Server for OpenSearch

    ibrooksSDX
    -
    security
    A
    license
    -
    quality
    Provides a semantic memory layer that integrates LLMs with OpenSearch, enabling storage and retrieval of memories within the OpenSearch engine.
    Last updated -
    Python
    Apache 2.0

  • Why this server?

    A local MCP server that enables AI applications like Claude Desktop to securely access and work with Obsidian vaults, providing capabilities for reading notes, executing templates, and performing semantic searches.

    MCP Tools for Obsidian

    jacksteamdev
    -
    security
    A
    license
    -
    quality
    A local MCP server that enables AI applications like Claude Desktop to securely access and work with Obsidian vaults, providing capabilities for reading notes, executing templates, and performing semantic searches.
    Last updated -
    60
    TypeScript
    MIT License
    • Apple
    • Linux

  • Why this server?

    Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources.

    cognee-mcp

    topoteretes
    A
    security
    A
    license
    A
    quality
    Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
    Last updated -
    4
    2,104
    Apache 2.0
    • Apple

  • Why this server?

    Provides knowledge graph functionality for managing entities, relations, and observations in memory with strict validation rules to maintain data consistency.

    Memory MCP Server

    evangstav
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    security
    A
    license
    -
    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?

    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.

    Supabase Memory MCP Server

    gtrusler
    -
    security
    F
    license
    -
    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