surrealdb/agent-memory

Use SurrealDB Agent Memory to remember and recall durable project knowledge across sessions — conventions, past decisions, team preferences, and ongoing work — through the remember, recall, context, reflect, forget, upload, and inspect memory tools, with per-repository scopes. Use when the user references agent memory or persistent memory, when memory tools appear in the active toolset, when they ask what was decided earlier or want something remembered, or when a session should start by loading what previous sessions established. Triggers: agent memory, persistent memory, project memory, remember this, what did we decide, recall, forget that, memory scope, lens.

Set up SurrealDB Agent Memory in Kiro — point an MCP server at your context host, pick a context and scope, optionally install ambient recall and remember hooks, and diagnose connection failures. Use for first-run onboarding, when memory tools are missing or will not connect, on a 401 or 403 from a memory tool, or when the user wants memory to work automatically instead of on request. Triggers: set up agent memory, agent memory setup, memory tools won't connect, Failed to connect, 401 from memory, SPECTRON_API_KEY, context host, memory hooks, ambient memory.