M

Memory MCP Server Go

A knowledge graph memory server implemented in Go, providing persistent memory management capabilities across conversations for AI assistants
2.5 points
30

What is the Memory MCP Server?

The Memory MCP Server is a knowledge graph-based tool that allows large language models (LLMs) to create, read, update, and delete entities and their relationships. It helps AI assistants remember important information across conversations through a persistent knowledge graph.

How to use the Memory MCP Server?

Simply start the server and use the provided commands to operate the knowledge graph, such as adding entities, creating relationships, or searching for nodes.

Use Cases

Suitable for AI assistants requiring long-term memory, knowledge management, relationship tracking, and cross-session context preservation.

Main Features

Knowledge Graph StorageMaintain a persistent graph of entities and their relationships.
Entity ManagementSupport creating, reading, updating, and deleting entities with custom types.
Relationship TrackingDefine and manage relationships between entities in an active voice.
Observation SystemAdd or remove observations of entities over time.
Powerful Search FunctionFind relevant nodes based on name, type, or observation content.
Persistent StorageData is persisted between sessions through simple JSON files.
Flexible Transmission ModesSupport both standard input/output (stdio) and server-sent events (SSE) transmission modes.
Cross-Platform CompatibilitySupport Linux, macOS, and Windows.

Advantages and Limitations

Advantages
Support long-term memory storage
Easy to manage and organize knowledge
Cross-session context preservation
Flexible data transmission methods
Limitations
May require a certain learning cost
May have limited performance for large-scale data volumes

How to Use

Install the Server
Download the pre-built binary file or compile and install from the source code.
Start the Server
Run the server and specify the transmission mode and memory file path.
Execute Commands
Use the command-line tool to perform operations, such as creating entities and adding relationships.

Usage Examples

Create EntitiesAdd new entities to the knowledge graph.
Add RelationshipsDefine relationships between two entities.
Search NodesFind nodes that meet the conditions.

Frequently Asked Questions

How to start the Memory MCP Server?
How to add new entities?
How to delete entities?
Is cross-platform support available?

Related Resources

Official Documentation
GitHub repository for the Memory MCP Server.
Installation Guide
Detailed installation and usage instructions.
Example Configuration
Example configuration file.
Installation
Copy the following command to your Client for configuration
"mcpServers": {
  "memory": {
    "command": "memory-mcp-server-go",
    "env": {
      "MEMORY_FILE_PATH": "/Path/Of/Your/memory.json"
    }
  }
}

{
  "mcpServers": {
    "memory": {
      "command": "memory-mcp-server-go",
      "env": {
        "MEMORY_FILE_PATH": "/Path/Of/Your/memory.json"
      }
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.
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