MCP Klaudium

An enhanced MCP memory server with dynamic compression, context management and thinking process integration. Based on the original MCP memory server.

Core Features

Basic Knowledge Graph Functionality

• Entities with observations
• Relations between entities
• Basic CRUD operations
• Search capabilities

Enhanced Memory Management

• Temporal Awareness

  • Timestamps for entities and relations
  • Enables time-based analysis and compression

• Memory Importance Tracking

  • Importance scoring for entities
  • Helps prioritize memory retention

• Categorization System

  • Category field for better organization
  • Improved memory structure

• Memory Statistics

  • Track total entities and relations
  • Monitor memory size in tokens
  • Observation counting

Coming Soon

• Dynamic memory compression system
• Context-aware memory management
• Thinking process integration
• Advanced memory categorization
• Memory summarization

Project Structure

├── src/
│   ├── index.ts          # Main server implementation
│   ├── compression/      # Memory compression (coming soon)
│   ├── thinking/         # Thinking process (coming soon)
│   └── context/          # Context management (coming soon)
├── package.json
├── tsconfig.json
└── README.md

Development Status

This project is currently under active development. Features are being added incrementally with a focus on maintaining stability while expanding functionality.

Current Progress

• ✅ Basic MCP memory server functionality
• ✅ Enhanced entity and relation structure
• ✅ Memory statistics implementation
• 🚧 Memory compression system (in development)
• 📅 Context management (planned)
• 📅 Thinking process (planned)

Installation & Usage

# Coming soon...

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

MIT