{"repo":"knowall-ai/mcp-neo4j-agent-memory","free":true,"listed":false,"github":"https://github.com/knowall-ai/mcp-neo4j-agent-memory","clone":"git clone https://github.com/knowall-ai/mcp-neo4j-agent-memory.git","description":"Memory management MCP server for AI agents using Neo4j knowledge graphs","language":"JavaScript","stars":72,"topics":[],"license":"MIT","category":"mcp-servers","readme_excerpt":"Neo4j Agent Memory MCP Server A specialized MCP server that bridges Neo4j graph database with AI agents, providing memory-focused tools for storing, recalling, and connecting information in a knowledge graph. Quick Start 🚀 You can run this MCP server directly using npx: Or add it to your Claude Desktop configuration: Features - 🧠 Persistent Memory Storage - Store and retrieve memories across conversations - 🔗 Semantic Relationships - Create meaningful connections between memories (KNOWS, WORKS AT, CREATED, etc.) - 🔍 Intelligent Search - Natural language search across all memory properties and relationships - 🏷️ Flexible Labeling - Use any label for memories (person, place, project, idea, etc.) - ⏰ Temporal Tracking - Automatic timestamps and date-based queries - 🌐 Graph Exploration - Traverse relationships to discover connected information - 🎯 Context-Aware - Search with depth to include related memories - 🔧 LLM-Optimized - Simple tools that let the AI handle the complexity - 🏢 Enterprise Ready - Supports multiple Neo4j databases - 📚 Built-in Guidance - Get help on best practices and usage patterns Philosophy: LLM-Driven Intelligence Unlike traditional approaches that embed complex logic in tools, this server provides simple, atomic operations and lets the LLM handle all the intelligence: - No hidden logic : Tools do exactly what they say - no auto-disambiguation or smart matching - LLM decides everything : Entity recognition, relationship inference, and conflict re","default_branch":null,"files":null,"tree":[],"storefront":"/r/knowall-ai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/knowall-ai/mcp-neo4j-agent-memory/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}