Memory MCP

    MCP Server

    Knowledge graph-based persistent memory system for maintaining context across conversations

    🧠 AI & Memory
    memory
    knowledge-graph
    ai
    context
    persistence

    Installation

    npm install @modelcontextprotocol/server-memory

    Available Tools (9)

    create_entities

    Add new nodes to the knowledge graph

    Parameters:

    entities

    create_relations

    Connect entities with relationships

    Parameters:

    relations

    add_observations

    Append information to entities

    Parameters:

    observations

    delete_entities

    Remove entities from graph

    Parameters:

    entity_names

    delete_observations

    Remove specific observations

    Parameters:

    observation_ids

    delete_relations

    Remove relationships between entities

    Parameters:

    relation_ids

    read_graph

    Retrieve entire knowledge graph

    search_nodes

    Find entities by query

    Parameters:

    query

    open_nodes

    Retrieve specific nodes

    Parameters:

    names

    Key Features

    Persistent knowledge graph storage
    Entity and relationship management
    Atomic fact observations
    Cross-session memory
    User information tracking
    Context preservation
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    Package Info

    Package Name

    @modelcontextprotocol/server-memory

    Category

    AI & Memory

    Tools Available

    9