MCP Brain Tools
MCP Memory is a persistent memory system based on Elasticsearch, providing cross - session memory storage and retrieval functions for AI conversations, solving the AI forgetting problem and enabling long - term context association.
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What is MCP Memory?
MCP Memory is a knowledge graph system based on Elasticsearch, aiming to provide persistent memory capabilities for AI models. It allows AI to remember important context information, enabling more natural and meaningful human - machine interactions.How to Use MCP Memory?
You can start using MCP Memory in just a few steps, whether integrating it into an existing system or running it independently.Use Cases
Suitable for application scenarios that require long - term memory, such as customer service chatbots, project management tools, or personal assistants.Main Features
Persistent MemoryThe stored information will not be lost when the session ends and can be accessed across sessions.
Smart SearchLeverage the powerful search capabilities of Elasticsearch to quickly find the required information.
Contextual RecallAutomatically prioritize the retrieval of relevant memories based on the current conversation.
Relational UnderstandingSimulate human associative memory by associating entities and relationships.
Long - Term and Short - Term MemoryDistinguish between temporary information and important knowledge to optimize storage efficiency.
Memory ZonesDivide memory areas by topic or domain for easy management and retrieval.
Advantages and Limitations
Advantages
Support long - term storage of conversation history
Powerful search function improves efficiency
Enhance user experience and make communication smoother
Highly scalable and flexible
Limitations
Requires a certain technical background for initial setup
Depends on the stability of the Elasticsearch service
May be costly for small projects
How to Use
Clone the Code Repository
Clone the MCP Memory repository to the local environment via Git.
Install Dependencies
Install the required Node.js modules.
Start Elasticsearch
Start a local Elasticsearch instance using Docker.
Build the Project
Complete the compilation of the project.
Usage Examples
Create a New EntityAdd a new entity and its related information to MCP Memory.
Cross - Session RetrievalRetrieve previous memories even when accessing at different time points.
Frequently Asked Questions
Does MCP Memory support custom memory zones?
How to ensure data security?
Related Resources
Official Documentation
Comprehensive operation guide to understand MCP Memory.
GitHub Repository
Get the latest version and source code.
Community Forum
Exchange experiences with other users.
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