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#llm-memory (10 Repositories)

Ranked open-source repositories tagged with #llm-memory, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

62.5%

Avg Review Latency

16.4h

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10 repositories tagged #llm-memory

S TierPython 498 7 GFIs

caura-ai/caura

Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

59.6%
Merge Rate
-
First Review
75%
1st-Timers
14
Maintainers
A TierC++ 16.1k 3 GFIs

alibaba/zvec

A lightweight, lightning-fast, in-process vector database

72.6%
Merge Rate
11h
First Review
50%
1st-Timers
34
Maintainers
A TierGo 598

mnemon-dev/mnemon

LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowledge, single binary. Works with DeepSeek Harness, Claude Code, OpenClaw, and any agent runtime.

75.0%
Merge Rate
2d
First Review
33%
1st-Timers
4
Maintainers
A TierPython 429

caura-ai/caura-memclaw

Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

96.0%
Merge Rate
-
First Review
75%
1st-Timers
3
Maintainers
A TierPython 232

qualixar/superlocalmemory

Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608.08253

45.6%
Merge Rate
-
First Review
50%
1st-Timers
4
Maintainers
A TierPython 160

tinqiao-oss/engramory

A portable memory protocol for AI agents — load it as standing rules; a curation discipline + reference spec + optional cap hook.

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
B TierPython 1.3k

IAAR-Shanghai/Awesome-AI-Memory

Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个 集中式、持续更新的 AI 记忆知识库,系统性整理了与 大模型记忆(LLM Memory)与智能体记忆(Agent Memory) 相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。

78.6%
Merge Rate
-
First Review
67%
1st-Timers
2
Maintainers
B TierPython 670

TeleAI-UAGI/Awesome-Agent-Memory

Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.

47.7%
Merge Rate
-
First Review
78%
1st-Timers
3
Maintainers
B TierJUJupyter Notebook 903

NirDiamant/Agent_Memory_Techniques

Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Zep, Graphiti, LoCoMo benchmarks, and production patterns.

50.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 2.9k

memodb-io/memobase

User Profile-Based Long-Term Memory for AI Chatbot Applications.

0.0%
Merge Rate
5d
First Review
0%
1st-Timers
1
Maintainers
Best Llm-memory Open Source Repositories & C-Rank™ | GetMerged