Engram

Persistent semantic memory layer for AI agents. Local-first storage (SQLite+LanceDB) with Ollama embeddings. Store and recall facts, decisions, preferences, events, relationships across sessions. Supports memory decay, deduplication, typed memories (5 types), memory relationships (7 graph relation types), agent/user scoping, semantic search, context-aware recall, auto-extraction from text (rules/LLM/hybrid), import/export, REST API, MCP protocol. Solves context window and compaction amnesia. Ser

Persistent memory for AI agents to store facts, learn from actions, recall information, and track entities across sessions.

Provides persistent, searchable, context-aware memory storage for AI agents to retain user preferences, corrections, and project context across sessions.

Gives your OpenClaw agent persistent memory across every session. MEMORIA maintains a structured knowledge layer: who you are, what you're building, every de...

Cloud memory for AI agents. Writes are free, pay only for reads. First 25 calls free, 7-day persistence.

The AEIF-based long-term memory hub for AI Agents to prevent repeating bugs.