Elasticsearch Knowledge Graph

🚀 MCP Memory System

The MCP Memory System is an advanced memory solution designed for AI systems. It enables your AI to understand, store, and retrieve information as naturally as human memory.

🚀 Quick Start

Get started with the MCP Memory System in just 5 minutes:

1. Clone the repository:

git clone https://github.com/mcp-servers/mcp-memory.git

2. Install dependencies:

npm install

3. Start the service:

node src/index.js

4. Start using the MCP Memory System CLI:

# Basic search function
node dist/admin-cli.js search "Project deadline"

# Retrieve detailed information of a specific entity
node dist/admin-cli.js entity "Company name"

# Back up the entire memory system
node dist/admin-cli.js backup memory-backup.json

✨ Features

• Intelligent Entity Management: Automatically identify, create, and update entities in memory to ensure the consistency and accuracy of information.
• Memory Partitioning: Organize knowledge into different domains (such as work projects or personal interests) to make conversations more targeted.
• Powerful Search Function: Leverage the powerful search capabilities of Elasticsearch for complex queries.

💻 Usage Examples

Advanced Usage - Partitioned Memory

Create and manage memory partitions through natural conversations:

Creating and Using Memory Partitions

User: Claude, can you create a new memory partition named "work-project" to store information related to my current work project?

Claude: I've created a new memory partition named "work-project". I'll store information related to your work project in this partition. What information about the project would you like me to remember?

User: The project deadline is March 15th, and we're building a new inventory management system.

Claude: I've stored the information in the "work-project" partition that your inventory management system project has a deadline of March 15th. I'll organize future information related to this project into this partition.

Retrieving Information from a Specific Partition

User: Do you remember the work project I mentioned earlier?

Claude: Based on our conversation in the "work-project" partition, I remember that you're building an inventory management system with a deadline of March 15th.

Advanced Usage - Conversation Memory Management

Switch and manage different memory partitions through natural conversations:

Switching Memory Partitions

User: Claude, let's switch to my "cooking" memory partition. I want to discuss a recipe.

Claude: I've switched to your "cooking" memory partition. Which dish would you like to talk about today?

User: Can you tell me what the pasta recipe I mentioned last month was?

Claude: According to our conversation record in the "cooking" partition, you shared a classic carbonara recipe made with bacon, eggs, pecorino cheese, and black pepper. You mentioned it's a family favorite and you learned it during your trip to Rome.

📚 Documentation

Administrative Tools

The MCP Memory System provides a comprehensive Command Line Interface (CLI) to maintain your knowledge graph:

# Search the memory
node dist/admin-cli.js search "Emma's birthday"

# View detailed information of a specific entity
node dist/admin-cli.js entity "Emma"

# Back up the entire memory system
node dist/admin-cli.js backup memory-backup.json

Advanced Features - Partition Creation and Management

# Create a project memory partition for a specific customer
node dist/admin