GitHub topic

memory GitHub repositories

Explore 56 tracked GitHub repositories tagged memory. Compare their recorded star activity and implementation languages, then follow related topics to find other projects.

Snapshot: 2026-10-28. The collection gained 912 stars since the previous daily snapshot.

Tracked repositories: 56
Total stars: 429,191
Stars gained · 7 days: +5,083
Stars gained · 30 days: +29,525

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Star activity for memory repositories on this page
Repository	Total stars	Today	7 days	30 days
vectorize-io/hindsight	54.4K	+334	+2,405	+17,185
StarTrail-org/PixelRAG	10.6K	+256	+302	+512
mem0ai/mem0	67.9K	+74	+395	+1,839
TencentCloud/TencentDB-Agent-Memory	30.0K	+41	+322	+2,702
rohitg00/agentmemory	30.0K	+34	+235	+1,011

Explore repositories

Showing 1–50 of 56 tracked repositories.

vectorize-io/hindsight

Hindsight: Agent Memory That Learns

★ 54.4K+334 todayPython

agents agentic-ai

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StarTrail-org/PixelRAG

https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/

★ 10.6K+256 todayPython

ai agent

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mem0ai/mem0

The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

★ 67.9K+74 todayPython

llm ai

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TencentCloud/TencentDB-Agent-Memory

TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.

★ 30.0K+41 todayTypeScript

llm agent

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rohitg00/agentmemory

#1 Persistent memory for AI coding agents based on real-world benchmarks

★ 30.0K+34 todayTypeScript

ai agents

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HarnessMD/munder-difflin

an open-source alternative to the dots, bots and muses of the world, run an office of claude code/codex like agents on your laptop, sandboxes or anywhere, uses your existing subscriptions

MemTensor/MemOS

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.

★ 12.1K+22 todayTypeScript

llm ai

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EverMind-AI/EverOS

One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.

★ 13.7K+20 todayPython

llm ai

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DasterProkio/awesome-ai-companion

Open-source AI companions, desktop pets, long-term memory & proactive chat. 人机恋开源项目大全。让你的家机能够脱离官端自主存在，拥有记忆和主动性。

plastic-labs/honcho

Memory library for building stateful agents

★ 7.8K+10 todayPython

llm ai

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MemPalace/mempalace

The best-benchmarked open-source AI memory system. And it's free.

★ 59.8K+9 todayPython

llm ai

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jzjzzzzzzz/agent-me

Distill your knowledge, memories, and decisions into an open-source, inspectable AI Agent Twin.

★ 597+9 todayPython

llm ai

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NevaMind-AI/memU

Personal memory across agents

★ 14.6K+7 todayPython

mcp skills

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agentscope-ai/ReMe

ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.

★ 3.7K+6 todayPython

ai-agents agent

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0xNyk/awesome-hermes-agent

Independent directory of useful skills, plugins, memory providers, tools, surfaces, and guides for Nous Research's open-source Hermes Agent.

★ 5.9K+6 todayUnknown

ai-agents mcp

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zilliztech/memsearch

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

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.

★ 2.1K+5 todayTypeScript

llm ai-agents

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ratel-ai/ratel

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

★ 539+4 todayRust

llm mcp

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doobidoo/mcp-memory-service

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

TeleAI-UAGI/Awesome-Agent-Memory

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

★ 699+3 todayPython

llm rag

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TokenRhythm/opensquilla

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

★ 7.1K+3 todayPython

llm ai

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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.

VoltAgent/awesome-ai-agent-papers

A curated collection of AI agent research papers released in 2026, covering agent engineering, memory, evaluation, workflows, and autonomous systems.

★ 1.9K+2 todayUnknown

llm ai-agents

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superloglabs/superlog

Open-source observability tool that uses AI agents to self-heal your software

★ 1.5K+2 todayTypeScript

llm ai

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zjunlp/LightMem

[ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation

★ 1.2K+2 todayPython

llm ai-agents

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matrixorigin/matrixone

AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intelligent agents and applications.

★ 2.1K+2 todayGo

agents memory

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aakarim/OpenLore

A minimal, extensible, agent-native knowledge repository that keeps shared context current and inspectable

★ 1.7K+1 todayGo

agents agent

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ANative-Lab/EvoAgentX

🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents

★ 3.4K+1 todayPython

ai ai-agents

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xming521/WeClone

Build a portrait of your life. Assistants that know you. Clones that talk like you.

★ 18.3K+1 todayPython

llm mcp

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CaviraOSS/LongMemory

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

codeaholicguy/ai-devkit

The control plane for AI coding agents.

matrixorigin/memoria

Secure memory management for AI Agents • Ensures data integrity • Reduces hallucinations • Maintains consistent long-term context

★ 617+1 todayRust

llm ai

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verygoodplugins/automem

Long-term memory for AI assistants. Graph + vector store that recalls decisions, relationships, and context across sessions.

★ 824+1 todayPython

llm ai

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existence-master/Sentient

Your personal AI assistant, running on your own computer. Long-running tasks, real memory, proactive help, voice, phones and smart glasses. Any model, local or cloud. No account.

wassim249/fastapi-langgraph-agent-production-ready-template

A production-ready FastAPI template for building AI agent applications with LangGraph integration. This template provides a robust foundation for building scalable, secure, and maintainable AI agent services.

★ 2.7K+0 todayPython

llm agent

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agentset-ai/agentset

The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.

★ 2.1K+0 todayTypeScript

ai ai-agents

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kitfunso/hippo-memory

Stop re-teaching your agent. Make your agent's memory work like a brain. Hippo is long-term memory for coding agents. It's a critical layer for your AI harness that connects across your different tools (Cursor, Claude Code, Codex). It keeps your proprietary data completely local, and it actually learns over time.

Kaelio/ktx

ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, or other AI agents to query analytical databases accurately and with full context of your company

agentic-box/memora

Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.

★ 746+0 todayPython

mcp claude-code

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clawdotnet/openclaw.net

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

SAIL-Research-Lab/cheetahclaws

CheetahClaws, From Model Scaling to System Scaling: Scaling the Harness in Agentic AI

★ 791+0 todayPython

claude-code claude

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christopherkarani/Swarm

Type-safe tools, on-device inference, multi-agent workflows, memory, and guardrails, in one Swift-native runtime

★ 586+0 todaySwift

ai machine-learning

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xorq-labs/xorq

Deterministic ledger for agentic data work.

★ 556+0 todayPython

agents memory

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mnemox-ai/tradememory-protocol

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.

★ 1.4K+0 todayPython

ai-agents mcp

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AlphaAvatar/AlphaAvatar

An Omni Real-Time Assistant for Everyone

★ 819+0 todayPython

llm ai

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LeoYeAI/talewell

Plugin-first long-term memory for agent platforms — reference implementation of AMP (Agent Memory Protocol).

★ 550+0 todayJavaScript

llm ai-agent

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MemMachine/MemMachine

Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.

★ 3.1K+0 todayPython

llm ai

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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.

★ 17.1K+0 todayPython

llm ai

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winstonkoh87/Athena-Public

Local-first memory, decision engine, and governance harness for AI agents — portable across IDEs. Own the state. Rent the intelligence.

Tencent/loli_profiler

Memory instrumentation tool with CI and AI support for android app&game developers.

★ 700+0 todayC++

memory android

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