MCP Klaudium
Enhanced MCP memory system with dynamic compression, context management and thinking process integration. Based on the original MCP memory server.
MilosBastaja
README
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
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