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Klaudium (Memory)
An enhanced MCP memory server with functions of dynamic compression, context management, and integration of thinking processes
rating : 2.5 points
downloads : 6.7K
What is MCP Klaudium?
MCP Klaudium is a powerful memory management server. It not only has basic knowledge graph functions but also enables users to manage and analyze memory data more efficiently by introducing functions such as time awareness, memory importance tracking, and a classification system.How to use MCP Klaudium?
You can start using MCP Klaudium in just a few simple steps. Whether creating new entities or querying existing data, you can easily accomplish these tasks.Applicable Scenarios
Suitable for scenarios that require efficient storage, retrieval, and management of large amounts of knowledge or memory data, such as personal learning assistants and enterprise knowledge bases.Main Features
Entity and Relationship Management
Supports creating, reading, updating, and deleting entities and the relationships between them.
Time Awareness Function
Adds timestamps to each entity and relationship for analysis and compression in the time dimension.
Memory Importance Tracking
Scores entities based on their importance to help determine which information is more worth keeping.
Classification System
Assigns category labels to entities for better organization and data retrieval.
Statistics Function
Monitors memory size, total number of entities, and number of observations in real-time.
Advantages
Powerful knowledge graph construction ability.
Supports dynamic compression to reduce storage space usage.
Provides rich context management and support for thinking processes.
Limitations
Some advanced functions are still under development and not fully available yet.
Performance may decline for very large datasets.
How to Use
Install MCP Klaudium
Download and extract the server package, and install it according to the instructions in the documentation.
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Start the Server
Run the initialization script to ensure all dependencies are correctly configured.
Create Entities
Use the API or command-line tool to add new entities and their attributes.
Usage Examples
Case 1: Create a New Entity
Add a brand - new entity to the server, such as a character.
Case 2: Query Historical Records
Query specific types of events that occurred in the past week.
Frequently Asked Questions
Which operating systems does MCP Klaudium support?
How to optimize server performance?
Related Resources
Official Documentation
Detailed user manuals and technical guides.
GitHub Code Repository
Source code address and contribution guidelines.
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