Basic Memory
Basic Memory is a tool for building persistent knowledge through natural conversations with large language models (LLMs). It stores data locally in Markdown files and implements the MCP protocol for two - way knowledge management.
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What is the MCP server?
The MCP server serves as a bridge connecting local knowledge bases and large language models (LLMs). It allows you to expand and manage your personal knowledge base through natural conversations. Whether you're writing notes or searching for information, MCP helps you organize and utilize knowledge more efficiently.How to use the MCP server?
You can start using the MCP server with simple configuration. You can easily create, read, and synchronize content in your local knowledge base, and it also supports integration with multiple tools.Use cases
The MCP server is well - suited for professionals who need to continuously accumulate knowledge, such as developers, researchers, and students. It helps you quickly find and organize information, improving work efficiency.Main Features
Local knowledge base storageAll knowledge is stored in local Markdown files, ensuring data security and privacy.
Two - way synchronizationYou can either obtain information from the LLM or manually edit Markdown files to update the knowledge base.
Intelligent indexingUtilize the SQLite database to efficiently index the knowledge base for quick retrieval.
Cross - tool collaborationSupports integration of multiple tools such as Obsidian and VS Code with the MCP server.
Advantages and Limitations
Advantages
Data is completely localized, eliminating concerns about cloud leakage.
Simple operation without complex settings.
Supports rich Markdown syntax, easy to expand.
Seamless integration with other tools to enhance productivity.
Limitations
Performance optimization may be required for extremely large - scale knowledge bases.
Some advanced features may depend on specific LLM models.
A certain technical foundation is required for initial configuration.
How to Use
Install the MCP server
Quickly install the MCP server via the UV tool.
Configure the client
Edit the client configuration file and add the MCP server address.
Start using
You can now call MCP functions in any MCP - supported client.
Usage Examples
Create a noteCreate a new note through a natural language prompt.
Search for notesQuickly find notes related to a specific topic.
Frequently Asked Questions
Does the MCP server support multi - language environments?
How to ensure data security?
Related Resources
Official Documentation
Detailed user guides and technical documentation.
GitHub Repository
Source code and contribution guidelines.
Example Video
Demonstrates how to quickly get started with the MCP server.
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