Memoria alternatives
Curated alternatives to Memoria — and why you'd switch.
MemMachine
Long-term memory layer for AI agents — episodic (graph), profile (SQL) and working memory behind Python/TS SDKs, REST and MCP; ships LangChain, LangGraph, CrewAI and LlamaIndex integrations.
Why switchBoth are long-term memory layers for agents; memmachine splits episodic-graph/profile-SQL/working tiers, Memoria adds Git-style snapshot/branch/merge/rollback and contradiction quarantine on MatrixOne's copy-on-write engine.
Full comparison →memory-os
A 7-layer memory operating system for Hermes Agent: Qdrant vectors, structured facts, fabric recall, an auto-curated wiki, and surgical context injection.
Why switchBoth are persistent agent memory layers; memory-os is a 7-layer Qdrant-based memory OS, Memoria is a Rust versioned store with time-travel rollback and provenance chains.
Full comparison →hindsight
Agent memory that learns, not just recalls: retain/recall/reflect API over Postgres, SOTA on LongMemEval. Self-host via Docker with UI; Python/TS clients, any LLM provider.
Why switchBoth add governance to agent memory; hindsight is retain/recall/reflect over Postgres, Memoria is version-controlled 'Git for memory' with auditable snapshots.
Full comparison →MemMolt
Structured long-term memory over MCP: an enforced bucket-thread-memo hierarchy in one SQLite file, hybrid FTS5 + vector search fused with RRF, local embeddings.
Why switchBoth expose structured long-term memory over MCP; memmolt enforces a bucket-thread-memo hierarchy in SQLite, Memoria is a versioned memory database on MatrixOne.
Full comparison →