MCP Klaudium

MCP Klaudium

By MilosBastaja GitHub

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

mcp-klaudium memory-system
Overview

what is MCP Klaudium?

MCP Klaudium is an enhanced memory server that integrates dynamic compression, context management, and thinking process capabilities, building upon the original MCP memory server.

how to use MCP Klaudium?

To use MCP Klaudium, follow the installation instructions provided in the repository (coming soon). Users can interact with the memory server through its API once set up.

key features of MCP Klaudium?

  • Basic knowledge graph functionality with CRUD operations and search capabilities.
  • Enhanced memory management with temporal awareness and importance tracking.
  • Categorization system for better organization of memory.
  • Memory statistics to monitor entities, relations, and memory size.

use cases of MCP Klaudium?

  1. Managing complex data relationships in research projects.
  2. Implementing advanced memory systems in AI applications.
  3. Analyzing temporal data for insights in various fields.

FAQ from MCP Klaudium?

  • What is the current status of MCP Klaudium?

The project is under active development with features being added incrementally.

  • How can I contribute to MCP Klaudium?

Contributions are welcome! You can submit a Pull Request on the GitHub repository.

  • Is there documentation available?

Documentation is being developed and will be available soon.

Content

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

No tools information available.
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