Memory Graph Skill

This skill teaches you how to create, update, search, and prune a persistent knowledge graph using the Model Context Protocol (MCP) Memory server.

When connected, Memory tools appear as MCP tools named like mcp__memory__<tool>. Use these tools proactively whenever you identify durable facts, entities, or relationships you want to persist across sessions.

See operations.md for exact tool I/O shapes and playbooks.md for common patterns and routing rules.

When To Use

• New durable facts emerge (requirements, decisions, owners, IDs, endpoints)
• You meet a new entity (person, team, service, repository, dataset)
• You discover relationships ("Service A depends on Service B", "Alice owns Repo X")
• You want to reference prior sessions or quickly search memory
• You need to prune or correct stale memory