Look up an academic concept or field of study by name. Returns description, works count, related concepts, and ancestor concepts in the hierarchy.

Cross-agent memory search with full-text matching. Unlike recall (which scopes to a single agent), search queries the entire memory pool. Ideal for finding related context across agents, projects, or time periods.

Explore connections from a memory. Traverses the knowledge graph to find related concepts, following relationships up to the specified depth. Args: start_memory: Starting memory UUID max_depth: How deep to traverse (default 3, max 10) relationship_types: Filter by specific relationship types (optional) ctx: MCP context (automatically provided) Returns: Dict with paths found, max depth reached, and path details Examples: >>> await explore("uuid-123", max_depth=2) {'success': True, 'paths_found': 5, 'max_depth_reached': 2, 'paths': [...]}

Get general information about the store

Get general information about the store theme

Soft-delete a memory by ID. The memory is marked as deleted with a reason for the audit trail but is not physically removed. Use this to remove outdated facts, superseded information, or irrelevant memories.