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#ai-memory (30 Repositories)

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

Topic Avg Merge Rate

56.0%

Avg Review Latency

40.1h

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30 repositories tagged #ai-memory

S TierJavaScript 3.3k 4 GFIs

neomjs/neo

Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.

92.4%
Merge Rate
11h
First Review
78%
1st-Timers
16
Maintainers
S TierTypeScript 252

Signet-AI/signetai

Sync and store memories, shared identity files (AGENTS.md, CLAUDE.md), session transcripts, institutional knowledge, and secrets between all of your favorite harnesses and models.

91.1%
Merge Rate
9h
First Review
100%
1st-Timers
5
Maintainers
B TierTypeScript 265

jumbocontext/cli

Memory and Context Orchestration for Coding Agents

100.0%
Merge Rate
2d
First Review
100%
1st-Timers
1
Maintainers
B TierTypeScript 265

jumbocontext/jumbo.cli

Memory and Context Orchestration for Coding Agents

100.0%
Merge Rate
2d
First Review
100%
1st-Timers
1
Maintainers
S TierTypeScript 171 1 GFIs

joshuaswarren/remnic

Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.

94.7%
Merge Rate
2d
First Review
71%
1st-Timers
6
Maintainers
S TierGo 739 21 GFIs

vshulcz/deja-vu

Search your past AI coding sessions — Claude Code, Codex, Cursor and 17 more. Indexes the session history they already wrote to disk, including months from before you installed it, and recalls it in any of them. No LLM, no embeddings, one local Go binary.

83.2%
Merge Rate
8h
First Review
83%
1st-Timers
6
Maintainers
B TierTypeScript 2.0k 75 GFIs

RedPlanetHQ/core

Your Personal AI OS

88.8%
Merge Rate
21h
First Review
67%
1st-Timers
1
Maintainers
A TierPython 340 6 GFIs

Lyellr88/marm-memory

Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.

89.2%
Merge Rate
2d
First Review
50%
1st-Timers
3
Maintainers
A TierPython 243

EmpiricaAI/empirica

Make AI agents and AI workflows measurably reliable. Epistemic measurement, Noetic RAG, Sentinel gating, and grounded calibration for Claude Code and beyond

97.3%
Merge Rate
13d
First Review
100%
1st-Timers
2
Maintainers
A TierRust 224

ramakay/claude-self-reflect

Claude forgets everything. This fixes that. 🔗 www.npmjs.com/package/claude-self-reflect

63.2%
Merge Rate
2h
First Review
67%
1st-Timers
4
Maintainers
A TierPython 208

nexi-lab/nexus

Nexus, the shared context plane where every agent and human connect, collaborate, and evolve together.

89.8%
Merge Rate
8d
First Review
80%
1st-Timers
2
Maintainers
A TierGo 2.1k

memohai/Memoh

✨ The open-source multi-agent platform. Every agent gets its own computer, desktop, network, and long-term memory. You can bring your own key, or host your coding agent like Claude Code, Codex and so on.

79.3%
Merge Rate
2d
First Review
70%
1st-Timers
16
Maintainers
A TierTypeScript 4.5k

CaviraOSS/OpenMemory

Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.

83.3%
Merge Rate
14h
First Review
50%
1st-Timers
2
Maintainers
A TierTypeScript 1.9k

cortexkit/magic-context

Unbounded context. Memory that manages itself. One session, for life. The hippocampus for coding agents, part of CortexKit.

72.2%
Merge Rate
<1h
First Review
100%
1st-Timers
17
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 30.3k 61 GFIs

topoteretes/cognee

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

48.6%
Merge Rate
1d
First Review
23%
1st-Timers
70
Maintainers
B TierPython 243

410979729/scope-recall-hermes

Hermes Agent memory plugin/provider for scope-aware recall, SQLite truth, LanceDB semantic search, and hybrid retrieval.

58.3%
Merge Rate
7h
First Review
100%
1st-Timers
2
Maintainers
B TierHTML 156

carsteneu/ai-memory-comparison

Source-backed feature comparison of memory systems for AI coding agents. No affiliation, no marketing — just facts from public docs.

57.1%
Merge Rate
3d
First Review
100%
1st-Timers
2
Maintainers
B TierJavaScript 92.6k

thedotmack/claude-mem

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

31.6%
Merge Rate
1d
First Review
20%
1st-Timers
100
Maintainers
B TierPython 792

CodeAbra/iai-personal-memory-engine

A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more. MIT.

26.1%
Merge Rate
3d
First Review
33%
1st-Timers
6
Maintainers
C TierPython 1.2k

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。

68.8%
Merge Rate
5d
First Review
0%
1st-Timers
1
Maintainers
D TierRust 108

linggen/linggen-memory

Local-first semantic memory for AI assistants — one store your preferences, decisions and gotchas follow you into, across Claude Code, Codex, Cursor and Zed.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierJavaScript 109

grpcer/ownmem

Local, deterministic, git-native memory for coding agents — one set of Markdown files serves Claude Code, Codex, Gemini CLI, Cursor, and Grok CLI.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 332

jayminwest/mulch

Growing Expertise for Coding Agents — structured expertise files that accumulate over time, live in git, work with any agent

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 297

Lumen-Labs/brainapi2

BrainAPI is a knowledge graph–powered AI memory layer that transforms unstructured data into structured knowledge, enabling intelligent search, recommendations, and contextual memory for AI agents and applications.

0.0%
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
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 799

supermemoryai/openclaw-supermemory

OpenClaw Supermemory lets to have long-term memory and recall for your openclaw agent.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 477

taylorsatula/mira-OSS

This is the public release of MIRA OS. Discrete memories decay through momentum loss, tools auto-configure when dropped into tools/ folder, and the system prompt composes from modular trinkets. I would like to think I've made an elegant brain-in-box. You load it and send cURL requests - it talks back, learns, and uses tools. Contributions welcome.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 496

RyjoxTechnologies/Octopoda-OS

The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and a live dashboard, automatic on pip install.

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