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Exploration of Memory Concepts and Applications

View all MCP Servers

  • Why this server?

    This server is specifically named 'Memory Store' and is designed for integration with other systems that may require a memory component.

    Memory Store MCP Server

    divslingerx
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    security
    F
    license
    A
    quality
    A lightweight, stateless MCP server utilizing Puppeteer for web searches, returning structured JSON results, easily integratable with other MCP-enabled systems.
    Last updated -
    1
    1,261
    JavaScript

  • Why this server?

    This server uses Supabase to provide memory and knowledge graph storage, allowing multiple Claude instances to share and manage data.

    Supabase Memory MCP Server

    gtrusler
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    security
    -
    license
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    quality
    An MCP server utilizing Supabase to provide memory and knowledge graph storage, enabling multiple Claude instances to share and manage data with database-level locking for safe concurrent access.
    Last updated -
    JavaScript

  • Why this server?

    This server provides memory and knowledge graph storage using Supabase, with features for entity storage, concurrent access, and full text search.

    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 is based on the Knowledge Graph Memory Server and retains its core functionality, which is related to memory storage.

    MemoryMesh

    CheMiguel23
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    security
    A
    license
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    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 implements persistent memory using a local knowledge graph which helps Claude remember information about the user across chats.

    mcp-knowledge-graph

    shaneholloman
    A
    security
    A
    license
    A
    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 server provides semantic memory and persistent storage for Claude, using ChromaDB and sentence transformers for enhanced search and retrieval capabilities.

    MCP Memory Service

    doobidoo
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    security
    A
    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 is a high-performance MCP server that uses libSQL for persistent memory and vector search.

    mcp-memory-libsql

    spences10
    A
    security
    A
    license
    A
    quality
    A high-performance MCP server utilizing libSQL for persistent memory and vector search capabilities, enabling efficient entity management and semantic knowledge storage.
    Last updated -
    6
    78
    49
    TypeScript
    MIT License

  • Why this server?

    This server acts as a cache for Infrastructure-as-Code information, allowing for the storage and summarization of notes.

    IAC Memory MCP Server

    AgentWong
    A
    security
    A
    license
    A
    quality
    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 Python-based server provides interaction with Claude Desktop with efficient memory management.

    Optimized Memory MCP Server V2

    AgentWong
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    security
    A
    license
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    quality
    A Python-based server that implements the Model Context Protocol to interface with Claude Desktop as an MCP client, supporting interaction through efficient memory management.
    Last updated -
    1
    Python
    MIT License