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🧠 Initial commit: Ultimate Memory MCP Server with Multi-Provider Support
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🚀 Features:
- FastMCP 2.8.1+ integration with modern Python 3.11+ features
- Kuzu graph database for intelligent memory relationships
- Multi-provider embedding support (OpenAI, Ollama, Sentence Transformers)
- Automatic relationship detection via semantic similarity
- Graph traversal for connected memory discovery
- 8 MCP tools for comprehensive memory operations
🦙 Self-Hosted Focus:
- Ollama provider for complete privacy and control
- Zero external dependencies for sacred trust applications
- Production-ready with comprehensive testing
- Interactive setup script with provider selection
📦 Complete Package:
- memory_mcp_server.py (1,010 lines) - Main FastMCP server
- Comprehensive test suite and examples
- Detailed documentation including Ollama setup guide
- MCP client configuration examples
- Interactive setup script
🎯 Perfect for LLM memory systems requiring:
- Privacy-first architecture
- Intelligent relationship modeling
- Graph-based memory exploration
- Self-hosted deployment capabilities
2025-06-23 22:34:12 -06:00
