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