Memory System MCP Server
Knowledge graph memory system enabling Claude to maintain context across conversations using Neo4j and file fallback.
Advanced Model Context Protocol (MCP) server that provides Claude with persistent memory capabilities through a knowledge graph architecture. The system intelligently manages entities, relationships, and observations with dual-backend storage (Neo4j primary, file fallback) ensuring reliability and performance. Features comprehensive search capabilities, relationship mapping, and automated migration tools for seamless data management. Built for enterprise-grade reliability with automatic fallback mechanisms, the system handles complex relationship queries while maintaining optimal performance through bounded search algorithms and context-aware result limiting. Supports real-time knowledge graph operations with full CRUD capabilities and advanced search functionality.
Key Metrics
Features
Dual-Backend Architecture
Neo4j primary storage with automatic file-based fallback for maximum reliability and zero downtime.
Knowledge Graph Operations
Complete CRUD operations for entities, relationships, and observations with intelligent conflict resolution.
Advanced Search Engine
Context-aware search with bounded relationship discovery to prevent result explosion and optimize performance.
Enterprise Migration Tools
Comprehensive data migration capabilities with dry-run support, conflict resolution, and detailed logging.
MCP Protocol Compliance
Full Model Context Protocol implementation enabling seamless integration with Claude and other AI systems.
Intelligent Fallback System
Automatic backend switching with operation consistency tracking and health monitoring for uninterrupted service.