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#memory (30 Repositories)

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

Topic Avg Merge Rate

82.4%

Avg Review Latency

54.2h

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30 repositories tagged #memory

S TierTypeScript 472

NxcoreAI/EverRoom

EverRoom - A workspace that remembers your projects, decisions, and sources.

100.0%
Merge Rate
18h
First Review
100%
1st-Timers
2
Maintainers
S TierTypeScript 879

MemTensor/memmy-agent

🍙 A personal AI agent & local memory hub for all AI agents, gives every AI one shared, fully controlled memory and persistent context — all AI remember the same you. Now supports Claude Code, Codex, OpenClaw and Hermes Agent etc.

86.7%
Merge Rate
13h
First Review
73%
1st-Timers
10
Maintainers
S TierGo 215

Saxy/Tellstone

Tellstone is a high-performance in-memory database and drop-in replacement for Redis; Join https://discord.gg/kEf78DUFX

89.3%
Merge Rate
2h
First Review
100%
1st-Timers
5
Maintainers
S TierTypeScript 1.0k 11 GFIs

melandlabs/openloomi

OpenLoomi is an open-source AI coworker. It connects your work tools, understands what you’re working on, and tells you what needs your attention, why it matters, and what to do next. It’s your open-source Attention Agent.

94.6%
Merge Rate
6d
First Review
100%
1st-Timers
3
Maintainers
S TierPython 16.3k 1 GFIs

MemoriLabs/Memori

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.

84.4%
Merge Rate
<1h
First Review
71%
1st-Timers
6
Maintainers
B TierPython 206

JeanExtreme002/PyMemoryEditor

A pure-Python library that lets you inspect, modify and search the memory of any running process in a few lines of Python :snake: .

100.0%
Merge Rate
2h
First Review
100%
1st-Timers
1
Maintainers
B TierRust 115

nambok/mentedb

A cognition aware database engine for AI agent memory. Purpose built in Rust with WAL, HNSW, knowledge graphs, and speculative context pre assembly. Not a wrapper, a ground up storage engine that thinks.

98.3%
Merge Rate
3d
First Review
100%
1st-Timers
0
Maintainers
B TierPython 766

SafeRL-Lab/cheetahclaws

CheetahClaws: A Fast and Easy-to-Use Agent Harness Infrastructure for Long-Horizon, Multi-Model, and Tool-Using AI Systems

87.0%
Merge Rate
<1h
First Review
70%
1st-Timers
1
Maintainers
B TierPython 314

smaramwbc/statewave

Open-source memory runtime for AI agents — reproducible, provenance-tagged context bundles instead of query-time retrieval. Apache-2.0, self-hosted on Postgres + pgvector, Python + TypeScript SDKs.

94.0%
Merge Rate
10h
First Review
80%
1st-Timers
1
Maintainers
A TierPython 6.7k

opensquilla/opensquilla

OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density

77.5%
Merge Rate
14h
First Review
38%
1st-Timers
37
Maintainers
B TierRust 188

SudoJacky/tinybot

Tinybot is a lightweight personal AI Agent that is constantly evolving

99.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierRust 235

codecoradev/uteke

🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and search memories with semantic embeddings. Single Rust binary, zero config, fully offline.

91.0%
Merge Rate
6d
First Review
100%
1st-Timers
1
Maintainers
A TierTypeScript 840

hhyqhh/inno-agent

An open-source personal learning agent with three-layer memory (learner profile / wiki knowledge base / cross-conversation recall), a proactive scheduler, personal IM channels, and a workspace-scoped Practice Lab — built on the Pi SDK.

82.5%
Merge Rate
2d
First Review
50%
1st-Timers
3
Maintainers
A TierC# 487

clawdotnet/openclaw.net

Self-hosted Personal AI + agent runtime in .NET (NativeAOT-friendly)

95.8%
Merge Rate
4d
First Review
80%
1st-Timers
2
Maintainers
A TierPython 3.3k

Ar9av/obsidian-wiki

Framework for AI agents to build and maintain a digital brain through Obsidian wiki

84.5%
Merge Rate
2d
First Review
78%
1st-Timers
6
Maintainers
A TierPython 14.3k

NevaMind-AI/memU

Personal memory across agents

73.7%
Merge Rate
10h
First Review
67%
1st-Timers
9
Maintainers
A TierPython 322

Fergana-Labs/stash

Shared memory for your team's coding agents

86.9%
Merge Rate
6d
First Review
50%
1st-Timers
4
Maintainers
A TierTypeScript 453

vercel-labs/personal-agent-template

Open-source template for a durable personal AI agent — web chat, Slack, Linear, and long-term memory with user-approved saves. Eve, Nuxt, Better Auth, Vercel Connect.

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
2
Maintainers
A TierPython 2.5k

zilliztech/memsearch

A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.

58.3%
Merge Rate
9h
First Review
80%
1st-Timers
16
Maintainers
A TierJavaScript 376 1 GFIs

tommy0103/obelisk

Every past session, subagent, and workflow -- queryable by your agent, browsable by you

56.1%
Merge Rate
10h
First Review
20%
1st-Timers
5
Maintainers
B TierRust 171

yantrikos/yantrikdb-server

Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, Apache-2.0, ships as library / MCP server / HTTP cluster.

92.7%
Merge Rate
13d
First Review
50%
1st-Timers
0
Maintainers
A TierTypeScript 562

adoresever/graph-memory

Deepseek Harness、Openclaw知识图谱记忆插件。2026年4月受邀发布在清华大学讨论会。Knowledge Graph + Memory;Knowledge Graph Context Engine for OpenClaw — extracts structured triples from conversations, compresses context 75%, enables cross-session experience reuse

36.4%
Merge Rate
3h
First Review
25%
1st-Timers
3
Maintainers
A TierPython 15.2k

bloomberg/memray

Memray is a memory profiler for Python

47.4%
Merge Rate
<1h
First Review
50%
1st-Timers
6
Maintainers
A TierPython 891 2 GFIs

oceanbase/powercontext

PowerContext: The Next Generation of PowerMem. Not only memory !!!

47.6%
Merge Rate
<1h
First Review
43%
1st-Timers
22
Maintainers
B TierRust 184

trailofbits/mquire

Zero-dependency Linux memory forensics, leveraging kernel-embedded BTF and kallsyms for type-aware memory analysis without external debug info.

84.0%
Merge Rate
3d
First Review
100%
1st-Timers
1
Maintainers
A TierTypeScript 10.5k

holaboss-ai/holaOS

Open-source agentic workspace enterprises can make their own. Connect the systems you already run — 100+ integrations, MCP, chat tools, apps, browser, local files — with shared memory. Any agent (Claude Code, Codex), any model, or BYOK. Set up in clicks, not months. Local-first: your data never leaves your machines.

88.7%
Merge Rate
9d
First Review
60%
1st-Timers
3
Maintainers
A TierPython 21.1k

vectorize-io/hindsight

Hindsight: Agent Memory That Learns

76.7%
Merge Rate
4d
First Review
45%
1st-Timers
49
Maintainers
B TierPython 150

GuyMannDude/mnemo-cortex

Open-source cognitive coprocessor with active memory for AI agents — persistent recall, semantic search, overnight dreaming, verified facts, encrypted USB sync. MCP server; works with Claude, ChatGPT, and any local LLM. Built by one maker and his agents.

87.5%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierPython 254 2 GFIs

xuiltul/animaworks

Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).

72.1%
Merge Rate
7d
First Review
80%
1st-Timers
1
Maintainers
B TierPython 232

Echo-Team-Joy-Future-Academy-JD/Echo-Memory

Official code for Echo-Memory: a controlled study of memory in action-conditioned video world models (Context, Compression, Spatial, State-Space).

100.0%
Merge Rate
-
First Review
100%
1st-Timers
1
Maintainers
Best Memory Open Source Repositories & C-Rank™ | GetMerged