MemPalace/mempalace
MemPalace is an open-source, local-first AI memory system that stores and retrieves conversation history verbatim using semantic search, supporting pluggable backends like ChromaDB and integrating ...
Awesome MCP › Knowledge & Memory
basicmachines-co/basic-memory
Basic Memory is a knowledge management system designed to create a persistent semantic knowledge graph through natural conversations with Large Language Models (LLMs) such as Claude. It leverages the Model Context Protocol (MCP) to enable AI assistants to read and write structured knowledge stored locally in Markdown files. This approach allows users to build and maintain a personal knowledge base that grows over time, with all data stored locally on their computer, ensuring privacy and control. The system addresses common limitations of typical LLM interactions, which are often ephemeral and lack continuity. Unlike chat histories or retrieval-augmented generation (RAG) systems, Basic Memory allows bidirectional interaction where both humans and LLMs can read and write to the same Markdown files. This creates a traversable knowledge graph where topics are semantically linked, enabling richer and more context-aware conversations. Basic Memory uses simple Markdown files enhanced with semantic patterns to represent entities, observations, and relations, forming a structured yet accessible knowledge graph. It integrates with familiar tools like Obsidian for editing and viewing notes. The system uses a lightweight local SQLite database to index and search the knowledge base efficiently. Users can start conversations with an LLM, capture knowledge in real-time, and have the LLM help structure and link notes semantically. The knowledge graph supports navigation through related topics, enhancing understanding and recall. The system supports real-time synchronization and project switching, making it flexible for various workflows. Installation is straightforward, with options including package managers and integration with MCP-compatible clients like Claude Desktop and Cursor. The project emphasizes local-first data storage, simplicity, and interoperability, making it a powerful tool for anyone looking to build a long-term, evolving knowledge base with AI assistance. Keywords: knowledge management, Model Context Protocol, MCP, AI assistants, Large Language Models, LLM, Markdown, semantic graph, local storage, bidirectional synchronization, knowledge graph, structured notes, Obsidian integration, SQLite, real-time sync, personal knowledge base, Claude Desktop, Cursor, natural conversations, semantic linking, lightweight infrastructure.
https://github.com/basicmachines-co/basic-memory
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