Topics / #memory-engine

Memory-engine projects on GitHub

Engines that store and retrieve long-term memory for AI agents.

As of , the most-starred Memory-engine projects on GitHub are claude-mem (101.9K stars), mem0 (67.5K stars) and LongMemory (4.5K stars). GitHub.Locker tracks 9 Memory-engine repositories with 183.3K stars combined. The fastest-growing on October 19 was claude-mem, with +198 stars in a day.

9Projects
183.3KStars in total
+433Stars in a day
Browse in the catalog →github.com/topics/memory-engine ↗

Hot right now

Most stars gained in a day · Oct 19

+198

claude-mem

thedotmack/claude-mem · ★ 101.9K

Claude-Mem gives coding agents persistent memory across sessions: it captures everything your agent does, compresses it with AI, and injects the relevant context back into future sessions.

+134

Hy-Memory

Tencent-Hunyuan/Hy-Memory · ★ 959

Hy Memory is a production-grade dual-system cognitive memory engine and Python SDK (hy-memory) for self-evolving LLM agents, with separate memory pipelines for Chat, Working, and Coding tasks. It also ships MemHub, a local-first desktop and CLI tool that unifies memory from apps like Claude Code, Cursor, and Codex into one managed local store.

+75

mem0

mem0ai/mem0 · ★ 67.5K

Mem0 is a memory layer for AI agents and apps: it stores user preferences and conversation history so your AI assistant remembers people across sessions instead of starting from zero every time.

+11

Memslides

huohua325/Memslides · ★ 919

MemSlides is a hierarchical memory-driven agent framework that treats slide generation as a stateful authoring process. It uses layered memory (user profile, working, tool) to personalize decks and apply scoped local revisions instead of regenerating the whole presentation.

The all-time top

9 projects · by stars

  1. #1 · thedotmack/claude-mem

    claude-mem

    Claude-Mem gives coding agents persistent memory across sessions: it captures everything your agent does, compresses it with AI, and injects the relevant context back into future sessions.

    101.9K
  2. #2 · mem0ai/mem0

    mem0

    Mem0 is a memory layer for AI agents and apps: it stores user preferences and conversation history so your AI assistant remembers people across sessions instead of starting from zero every time.

    67.5K
  3. #3 · CaviraOSS/LongMemory

    LongMemory

    LongMemory is a cognitive memory engine that gives LLM applications and autonomous agents durable, temporal, governed memory instead of being stateless between sessions.

    4.5K
  1. 4

    m_flow

    4.5KFlowElement-xinliuyuansu/m_flow · Python

    M-flow is a bio-inspired cognitive memory engine that acts as a new paradigm for Graph RAG: instead of just retrieving similar text chunks, it builds a graph of memories and scores answers by the strongest chain of evidence connecting the query to the content, the way human recall works.

  2. 5

    VoiceMem

    2.6Kxzf-thu/VoiceMem · Python

    VoiceMem is an open-source memory infrastructure for real-time voice agents, giving them long-term memory through a dual-brain architecture: a 'left brain' that stores factual information and a 'right brain' that tracks emotions and personality, built on a fully streaming pipeline to keep latency low.

  3. 6

    Hy-Memory

    959Tencent-Hunyuan/Hy-Memory · Python

    Hy Memory is a production-grade dual-system cognitive memory engine and Python SDK (hy-memory) for self-evolving LLM agents, with separate memory pipelines for Chat, Working, and Coding tasks. It also ships MemHub, a local-first desktop and CLI tool that unifies memory from apps like Claude Code, Cursor, and Codex into one managed local store.

  4. 7

    Memslides

    919huohua325/Memslides · Python

    MemSlides is a hierarchical memory-driven agent framework that treats slide generation as a stateful authoring process. It uses layered memory (user profile, working, tool) to personalize decks and apply scoped local revisions instead of regenerating the whole presentation.

  5. 8

    RecallWeave

    175Herricka/RecallWeave · Rust

    RecallWeave is a local-first agent memory lifecycle engine: it stores typed memories in an append-only, hash-chained log and handles dedupe, conflict detection, forgetting, compaction and portable export.

  6. 9

    memoket-kite

    163memoket/memoket-kite · Python

    KITE is an open-source, vector-free long-term memory engine for AI agents: it turns conversations into structured, topic-indexed facts and answers questions with inspectable retrieval plans instead of embedding similarity search, topping the LoCoMo and LongMemEval benchmarks.

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