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agent-memory GitHub repositories

Explore 28 tracked GitHub repositories tagged agent-memory. Compare their recorded star activity and implementation languages, then follow related topics to find other projects.

Snapshot: 2026-10-28. The collection gained 675 stars since the previous daily snapshot.

Tracked repositories: 28
Total stars: 179,941
Stars gained · 7 days: +7,586
Stars gained · 30 days: +19,812

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Star activity for agent-memory repositories on this page
Repository	Total stars	Today	7 days	30 days
xerj-org/xerj	17.1K	+277	+4,687	+4,687
bojieli/ai-agent-book	56.2K	+226	+1,079	+4,884
Sidiora-Labs/hyperfide	594	+52	+52	+52
EverMind-AI/EverOS	13.7K	+20	+127	+428
semantica-agi/semantica	14.3K	+16	+114	+776

Explore repositories

Showing 1–28 of 28 tracked repositories.

xerj-org/xerj

AI search engine and MCP server for bots and agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora.

bojieli/ai-agent-book

《深入理解 AI Agent：设计原理与工程实践》（李博杰著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

★ 56.2K+226 todayPython

Sidiora-Labs/hyperfide

The ai agent workflow tool that scales from small, simple projects to large, complex codebases.

★ 594+52 todayTypeScript

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

semantica-agi/semantica

Graph-Native Infrastructure for Context and Accountable AI Systems

deeplethe/utopia

World's first open-source enterprise world model.

★ 8.6K+16 todayRust

ai-boost/awesome-harness-engineering

Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.

★ 5.0K+10 todayPython

aoci-spec/aoci-code

A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in Go: a governed repository index of code knowledge that gives Claude Code, Codex, Cursor, and opencode long-term context, memory, and code intelligence.

plastic-labs/honcho

Memory library for building stateful agents

★ 7.8K+10 todayPython

NevaMind-AI/memU

Personal memory across agents

★ 14.6K+7 todayPython

zilliztech/memsearch

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

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.

★ 506+5 todayPython

tigerless-labs/agent-memory

Long-term memory runtime for AI agents — plain Markdown as the source of truth, local ranked retrieval, and an independent sleep-time Manage layer. Claude Code and Codex share one store. No API key.

★ 4.7K+4 todayPython

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

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。

★ 1.3K+3 todayPython

rag agent-memory

okf-memory/okf-agent-memory

Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go.

★ 843+2 todayGo

aakarim/OpenLore

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

★ 1.7K+1 todayGo

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.

mindscale-noah/MindMemOS

★ 923+1 todayPython

dongshuyan/compass-skills

司南：个性化 AI 任务总控 Skills 系统 /COMPASS: Personal Alignment Skills OS for AI Agents

framerslab/agentos

TypeScript AI agent framework: cognitive memory, dynamic personalities, emergent behaviors and self-building designs

zqiren/Orbital

Context is yours. Agents are replaceable.

★ 967+0 todayPython

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.

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

chunxiaoxx/nautilus-compass

Open memory & reliability layer for AI agents + independent judging/verification (NACRE judge, caliber-bench meta-benchmark, preregistered criteria) — by Nautilus Platform

★ 1.3K+0 todayPython

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

Prismer-AI/PrismerCloud

Prismer Cloud

★ 1.4K+0 todayTypeScript