{"repo":"T1nker-1220/memories-with-lessons-mcp-server","free":true,"listed":false,"github":"https://github.com/T1nker-1220/memories-with-lessons-mcp-server","clone":"git clone https://github.com/T1nker-1220/memories-with-lessons-mcp-server.git","description":"I enhance the existing memory mcp server from the official mcp github, so big thanks and credits for creating this","language":"JavaScript","stars":52,"topics":[],"license":"MIT","category":"mcp-servers","readme_excerpt":"Knowledge Graph Memory Server A basic implementation of persistent memory using a local knowledge graph. This lets Claude remember information about the user across chats and learn from past errors through a lesson system. Core Concepts Entities Entities are the primary nodes in the knowledge graph. Each entity has: - A unique name (identifier) - An entity type (e.g., \"person\", \"organization\", \"event\") - A list of observations Example: Relations Relations define directed connections between entities. They are always stored in active voice and describe how entities interact or relate to each other. Example: Observations Observations are discrete pieces of information about an entity. They are: - Stored as strings - Attached to specific entities - Can be added or removed independently - Should be atomic (one fact per observation) Example: Lessons Lessons are special entities that capture knowledge about errors and their solutions. Each lesson has: - A unique name (identifier) - Error pattern information (type, message, context) - Solution steps and verification - Success rate tracking - Environmental context - Metadata (severity, timestamps, frequency) Example: API Tools - create entities - Create multiple new entities in the knowledge graph - Input: entities (array of objects) - Each object contains: - name (string): Entity identifier - entityType (string): Type classification - observations (string[]): Associated observations - Ignores entities with existing names - create re","default_branch":null,"files":null,"tree":[],"storefront":"/r/T1nker-1220","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/T1nker-1220/memories-with-lessons-mcp-server/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."}