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Creating a Memory Database for LLM Chat Conversations

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  • Why this server?

    Provides RAG (Retrieval Augmented Generation) capabilities for semantic document search, which can be used to retrieve relevant information to store as memory for the LLM chat conversations.

    RagDocs MCP Server

    heltonteixeira
    -
    security
    A
    license
    -
    quality
    Provides RAG capabilities for semantic document search using Qdrant vector database and Ollama/OpenAI embeddings, allowing users to add, search, list, and delete documentation with metadata support.
    5
    4
    TypeScript
    Apache 2.0

  • Why this server?

    Enables integration with Google Drive for listing, reading, and searching files, which could be used to store and retrieve memories.

    Google Drive MCP Server

    felores
    Verified
    -
    security
    A
    license
    -
    quality
    Enables integration with Google Drive for listing, reading, and searching over files, supporting various file types with automatic export for Google Workspace files.
    1,327
    9
    JavaScript
    MIT License

  • Why this server?

    Provides Claude with Redis database access, which is a suitable solution for storing and retrieving memories.

    MCP Server Redis

    prajwalnayak7
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    security
    A
    license
    -
    quality
    A server that provides Claude with Redis database access and operations through a set of tools for basic operations, lists, hashes, sets, and pub/sub functionality.
    8
    Python
    MIT License

  • Why this server?

    A basic implementation of persistent memory using a local knowledge graph, allowing Claude to remember information across chats.

    Knowledge Graph Memory Server

    modelcontextprotocol
    -
    security
    A
    license
    -
    quality
    A basic implementation of persistent memory using a local knowledge graph. This lets Claude remember information about the user across chats.
    9
    9,068
    37,968
    JavaScript
    MIT License

  • Why this server?

    Enables interaction with Notion workspaces, enabling them to view, search, create, and update databases, pages, and content blocks, which could be used to store and manage chat memories.

    Notion MCP Server

    SAhmadUmass
    -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables Claude and other LLMs to interact with Notion workspaces, providing capabilities like searching, retrieving, creating and updating pages, as well as managing databases.
    275
    2
    TypeScript

  • Why this server?

    Facilitates semantic analysis of chat conversations through vector embeddings and knowledge graphs, offering tools for semantic search, concept extraction, and conversation pattern analysis for improving memory retention.

    MCP Chat Analysis Server

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

  • Why this server?

    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.

    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.
    23
    1
    Python
    MIT License
    • Apple

  • Why this server?

    This MCP server provides persistent memory integration for chat applications by utilizing a local knowledge graph to remember user information across interactions.

    Knowledge Graph Memory Server

    yodakeisuke
    A
    security
    F
    license
    A
    quality
    This MCP server provides persistent memory integration for chat applications by utilizing a local knowledge graph to remember user information across interactions.
    9
    9,068
    1
    JavaScript

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

  • Why this server?

    An MCP server for Zoho Creator's Scaflog application that provides note management functionality with capabilities to store, access, and summarize notes.

    Scaflog Zoho MCP Server

    mastercode-io
    A
    security
    F
    license
    A
    quality
    An MCP server for Zoho Creator's Scaflog application that provides note management functionality with capabilities to store, access, and summarize notes.
    1
    Python
    • Apple