mcp-memory-service
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An MCP server providing semantic memory and persistent storage capabilities for Claude Desktop using ChromaDB and sentence transformers.
The MCP Memory Service is a robust server designed to provide semantic memory and persistent storage capabilities for Claude Desktop. Utilizing ChromaDB and sentence transformers, it enables long-term memory storage with semantic search capabilities, making it ideal for maintaining context across conversations and instances. The service supports natural language time-based recall, enhanced tag deletion, and tag-based memory retrieval. It is cross-platform compatible, supporting Apple Silicon, Intel, Windows, and Linux, with hardware-aware optimizations and graceful fallbacks for limited resources. Recent enhancements include improved API consistency, new delete methods, and dashboard integration.
Features
- Semantic search using sentence transformers
- Natural language time-based recall
- Enhanced tag deletion system with flexible multi-tag support
- Persistent storage using ChromaDB
- Cross-platform compatibility with hardware-aware optimizations
