M

MCP Server Memory

An AI memory storage server based on knowledge graphs, providing persistent memory functions across interactions for AI models.
2 points
10

What is the MCP Memory Server?

The MCP Memory Server is a tool based on the Model Context Protocol (MCP) that allows AI models to remember and recall information like humans. It enhances the model's understanding ability by saving entities, relationships, and facts through a locally stored knowledge graph.

How to use the MCP Memory Server?

Simply start the server and integrate it into MCP - supported clients, such as Claude Desktop. You can create, manage, and retrieve information through simple commands.

Applicable scenarios

Suitable for dialogue systems that require long - term memory, personalized assistants, and any applications that need dynamic context management.

Main Features

Entity ManagementSupports creating, updating, and deleting entities such as people, places, and concepts.
Relationship DefinitionDefine the connections between entities, such as friends, colleagues, or relatives.
Fact StorageRecord facts or observations about entities.
Knowledge RetrievalQuickly find all information related to a specific entity.

Advantages and Limitations

Advantages
Enhance the model's memory ability
Local storage ensures data security
Easy to integrate into existing systems
Limitations
Relies on local file storage
Large - scale data may affect performance
Requires a certain technical background for configuration

How to Use

Install the Server
Run the following command to install the MCP Memory Server: npm install -g mcp - server - memory
Start the Server
Enter the following command in the terminal to start the server: npx mcp - server - memory
Configure the Client
Add the server address to the settings of the MCP - supported client.

Usage Examples

Create a New UserDemonstrate how to add a new user to the knowledge graph.
Establish a ConnectionShow how to define the relationship between two entities.
Search for InformationExplain how to query information about an entity.

Frequently Asked Questions

What is the function of the MCP Memory Server?
How to change the default storage path?
Does the server support multiple users?

Related Resources

Official Documentation
Detailed API documentation and technical guides
GitHub Repository
Source code and contribution guides
Demo Video
Quickly understand how to configure and use the MCP Memory Server
Installation
Copy the following command to your Client for configuration
{
  "mcpServers": {
    "memory": {
      "command": "npx",
      "args": ["-y", "mcp-server-memory"],
      "env": {
        "MEMORY_FILE_PATH": "/path/to/your/custom_memory.json"
      }
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.
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