Topics / #memory

Memory projects on GitHub

Persistent memory layers that let AI agents store and recall context across sessions.

As of , the most-starred Memory projects on GitHub are ECC (284.1K stars), hermes-agent (255.4K stars) and Understand-Anything (87K stars). GitHub.Locker tracks 166 Memory repositories with 2.5M stars combined. The fastest-growing on October 19 was ECC, with +889 stars in a day.

166Projects
2.5MStars in total
+6.2KStars in a day
Browse in the catalog →github.com/topics/memory ↗

Hot right now

Most stars gained in a day · Oct 19

+889

ECC

affaan-m/ECC · ★ 284.1K

ECC is a performance-optimization system (a harness) for coding agents: it plans before building, verifies changes with tests, reviews its own work from a fresh context, remembers what matters, and turns repeated wins into reusable skills. It works with Claude Code, Codex, Cursor, OpenCode and other agent harnesses.

+861

ai-memory

akitaonrails/ai-memory · ★ 11.3K

A long-term memory service for AI coding agents. Quit Claude Code mid-task, start Codex or Cursor in the same directory, and the next agent picks up a handoff: where you left off, what failed, what is still open.

+683

ruflo

ruvnet/ruflo · ★ 77.2K

Ruflo is an agent meta-harness for Claude Code and Codex: it adds 100+ specialized agents, coordinated swarms, self-learning memory, and cross-machine federation on top of those coding agents so they can collaborate instead of running solo.

+444

hindsight

vectorize-io/hindsight · ★ 51.7K

Hindsight is an agent memory system that helps AI agents learn over time instead of just recalling raw conversation history, aiming to outperform RAG and knowledge-graph approaches on long-term memory tasks.

The all-time top

Top 100 of 166 · by stars

  1. #1 · affaan-m/ECC

    ECC

    ECC is a performance-optimization system (a harness) for coding agents: it plans before building, verifies changes with tests, reviews its own work from a fresh context, remembers what matters, and turns repeated wins into reusable skills. It works with Claude Code, Codex, Cursor, OpenCode and other agent harnesses.

    284.1K
  2. #2 · NousResearch/hermes-agent

    hermes-agent

    Hermes Agent is a self-improving AI agent from Nous Research that creates and refines its own skills from experience, persists memory about you across sessions, and can be driven from a terminal or from chat apps like Telegram and Discord.

    255.4K
  3. #3 · Egonex-AI/Understand-Anything

    Understand-Anything

    Understand Anything analyzes your codebase (or a knowledge-base/wiki) with a multi-agent pipeline and turns it into an interactive knowledge graph of every file, function, class and dependency, which you can explore in a visual dashboard.

    87K
  1. 4

    ruflo

    77.2Kruvnet/ruflo · TypeScript

    Ruflo is an agent meta-harness for Claude Code and Codex: it adds 100+ specialized agents, coordinated swarms, self-learning memory, and cross-machine federation on top of those coding agents so they can collaborate instead of running solo.

  2. 5

    oh-my-openagent

    70.2Kcode-yeongyu/oh-my-openagent · TypeScript

    OmO (oh-my-openagent) is a command-line AI agent: you type one 'omo' command with a task, and it researches, plans, writes code, and verifies the result until the job is actually finished, mixing multiple AI models as needed.

  3. 6

    mem0

    67.5Kmem0ai/mem0 · Python

    Mem0 is a memory layer for AI agents and apps: it stores user preferences and conversation history so your AI assistant remembers people across sessions instead of starting from zero every time.

  4. 7

    mempalace

    59.6KMemPalace/mempalace · Python

    MemPalace is a local-first AI memory system that stores conversation history as verbatim text (not summarized) and retrieves it with semantic search, so coding agents can remember past sessions.

  5. 8

    hindsight

    51.7Kvectorize-io/hindsight · Python

    Hindsight is an agent memory system that helps AI agents learn over time instead of just recalling raw conversation history, aiming to outperform RAG and knowledge-graph approaches on long-term memory tasks.

  6. 9

    airi

    50.5Kmoeru-ai/airi · TypeScript

    AIRI is a self-hosted, open-source AI companion/VTuber you own, inspired by Neuro-sama. It gives you a virtual character with a Live2D or VRM avatar that can chat with you in real time and even play games like Minecraft and Factorio.

  7. 10

    CowAgent

    47.5Kzhayujie/CowAgent · Python

    CowAgent is an open-source personal AI assistant and Agent Harness that plans tasks, runs tools and skills, builds memory and a personal knowledge base, and can form multi-agent teams, working across the web and major IM channels.

  8. 11

    langgraph

    43.6Klangchain-ai/langgraph · Python

    LangGraph is a low-level orchestration framework for building, managing, and deploying long-running, stateful AI agents — workflows where an agent keeps state across steps, failures, and even sessions.

  9. 12

    WeChatMsg

    42.1KLC044/WeChatMsg

    WeChatMsg is a desktop tool (built with PyQt) that extracts and exports your personal WeChat chat history, letting you keep a lasting local record of your conversations and optionally feed that data into LLMs like ChatGPT to build a personalized AI trained on your own messages.

  10. 13

    tidb

    40.7Kpingcap/tidb · Go

    TiDB is an open-source, cloud-native distributed SQL database written in Go — MySQL-compatible and built for high availability, horizontal scalability, strong consistency, and mixing transactions with analytics.

  11. 14

    OpenViking

    40.3Kvolcengine/OpenViking · Python

    An open-source context database for AI agents: memories, resources, and skills live in one virtual filesystem under the viking:// protocol, so the agent browses its own context with ls, tree, and find instead of querying a black-box vector store.

  12. 15

    mindshub

    39.8Kmindsdb/mindshub · Makefile

    MindsHub Cowork is a unified workspace where you delegate entire projects - apps, websites, research, analysis, reports, scheduled operations - to AI models (open or proprietary) and get back finished, shareable results.

  13. 16

    glide

    35Kbumptech/glide · Java

    A fast, efficient open source media management and image loading framework for Android: it wraps media decoding, memory and disk caching, and resource pooling behind a simple interface.

  14. 17

    glances

    33.8Knicolargo/glances · Python

    Glances is an open-source cross-platform system monitoring tool, a top/htop alternative that shows CPU, memory, disk, network, containers, sensors, and running processes in one dashboard, reachable via terminal, web UI, API, or an MCP server for AI assistants.

  15. 18

    agentscope

    33.5Kagentscope-ai/agentscope · Python

    AgentScope 2.0 is a production-ready, easy-to-use Python framework for building and running LLM agents. It leans on the model's own reasoning and tool use instead of boxing it in with strict prompts and opinionated orchestration.

  16. 19

    graphiti

    32Kgetzep/graphiti · Python

    A Python framework for building and querying temporal knowledge graphs for AI agents. Instead of static RAG, it continuously folds new data into a graph that tracks how facts change over time.

  17. 20

    pentagi

    31.4Kvxcontrol/pentagi · Go

    PentAGI (Penetration testing Artificial General Intelligence) is a fully autonomous AI agent system that performs complex penetration testing tasks for you.

  18. 21

    supermemory

    31.3Ksupermemoryai/supermemory · TypeScript

    Supermemory is a memory and context engine for AI: it learns from your conversations, extracts facts and builds user profiles, so your AI remembers you between sessions instead of starting from zero.

  19. 22

    gbrain

    31Kgarrytan/gbrain · TypeScript

    GBrain is a memory-and-knowledge layer for AI coding agents: instead of raw search hits it returns synthesized, well-cited answers across your pages, people, companies and ideas, plus a self-wiring knowledge graph and an explicit note on what it doesn't know yet. Garry Tan (YC's CEO) built it to run his own OpenClaw and Hermes agents.

  20. 23

    serena

    30.4Koraios/serena · Python

    A free, open-source MCP toolkit that gives AI coding agents IDE-grade semantic tools: symbol-level code retrieval, editing, refactoring and debugging. Its tagline: the IDE for your coding agent.

  21. 24

    agentmemory

    29.7Krohitg00/agentmemory · TypeScript

    Persistent memory for AI coding agents: it captures what your agent does, compresses it into searchable memory, and injects the right context when the next session starts, so you stop re-explaining your project to Claude Code, Cursor or Codex.

  22. 25

    TencentDB-Agent-Memory

    29.6KTencentCloud/TencentDB-Agent-Memory · TypeScript

    A team-level memory hub for AI agents. It turns conversations, docs, and code into four reusable memory assets — Chat Memory, Skills, Wiki, and CodeGraph — that agents across a team can share, govern, and equip.

  23. 26

    mastra

    28.9Kmastra-ai/mastra · TypeScript

    Mastra is a TypeScript framework for building AI-powered applications and agents, designed to take you from early prototypes to production-ready products.

  24. 27

    beads

    28Kgastownhall/beads · Go

    Beads provides a persistent, structured memory for coding agents. It replaces messy markdown plans with a dependency-aware graph, allowing agents to handle long-horizon tasks without losing context.

  25. 28

    12-factor-agents

    26.8Khumanlayer/12-factor-agents · TypeScript

    A written guide of 12 (plus a bonus 13th) engineering principles for building LLM-powered agent software reliable enough for production customers, distilled from the author's experience at HumanLayer and conversations with many SaaS founders.

  26. 29

    radare2

    25.1Kradareorg/radare2 · C

    r2 (radare2) is a libre reverse engineering framework for Unix-like systems: a set of libraries, tools and plugins for analyzing, disassembling, emulating, debugging and modifying binaries.

  27. 30

    claude-code

    23Kclaude-code-best/claude-code · TypeScript

    Claude Code Best (CCB) is a full open-source engineering reconstruction of Anthropic's official Claude Code CLI agent — buildable, runnable and debuggable — extended with extra features like goal-driven workflows, multi-agent orchestration, voice input and computer/browser control, while keeping full compatibility with the original Claude Code configuration.

  28. 31

    agents-towards-production

    21.7KNirDiamant/agents-towards-production · Jupyter Notebook

    It's an open-source collection of 28+ code-first, hands-on tutorials for taking GenAI agents from a prototype to a production-ready product, covering orchestration, memory, observability, deployment, and security.

  29. 32

    suna

    20.3Kkortix-ai/suna · TypeScript

    Kortix (Suna) is an open-source AI Management System — an alternative to Claude Cowork and ChatGPT Work — where your agents, their shared skills, company memory and connectors all live in one git repo that your whole company owns and can audit.

  30. 33

    FlameGraph

    19.8Kbrendangregg/FlameGraph · Perl

    Brendan Gregg's FlameGraph: a set of Perl scripts that turn captured stack traces into interactive SVG flame graphs for visualizing profiled code.

  31. 34

    eliza

    19.6KelizaOS/eliza · TypeScript

    elizaOS is an open-source TypeScript framework and product stack for autonomous AI agents: the core runtime, the Eliza app, the CLI, cloud services, native bridges, and first-party plugins in one monorepo. Bootable OS builds live in a separate elizaOS/os repo.

  32. 35

    LifeOS

    19.5Kdanielmiessler/LifeOS · TypeScript

    LifeOS is a general-purpose AI harness for life and work: it captures who you are, what you care about, and where you're trying to go, then uses AI that knows you to move you from your Current State to your Ideal State.

  33. 36

    agent-zero

    19.5Kagent0ai/agent-zero · Python

    Agent Zero is an open-source agent framework that gives your AI agent a full Dockerized Linux computer — a real desktop, browser, documents and plugins — instead of just a chat window.

  34. 37

    Agent-Skills-for-Context-Engineering

    18.2Kmuratcankoylan/Agent-Skills-for-Context-Engineering · Python

    A curated collection of Agent Skills that teach context engineering, multi-agent architecture, and production agent system design, so an AI agent can load the right skill when it needs to manage context, memory, evaluation, or harness design.

  35. 38

    camel

    17.9Kcamel-ai/camel · Python

    CAMEL is an open-source multi-agent framework for building, simulating and studying LLM-powered agents at scale, aimed at finding the 'scaling laws of agents'.

  36. 39

    caffeine

    17.9Kben-manes/caffeine · Java

    Caffeine is a high-performance, near-optimal in-memory caching library for Java with a Guava-inspired API.

  37. 40

    SuperAGI

    17.7KTransformerOptimus/SuperAGI · Python

    SuperAGI is a dev-first open source framework for building, managing and running autonomous AI agents — agents that perform tasks and improve with each run.

  38. 41

    leon

    17.6Kleon-ai/leon · TypeScript

    Leon is an open-source personal AI assistant that runs locally and is built around tools, context, memory, and agentic execution — it understands a goal, uses real tools, and completes tasks end to end.

  39. 42

    Memori

    17.1KMemoriLabs/Memori · Python

    Memori is an LLM-agnostic memory infrastructure layer that turns what agents do and say into structured, persistent state you can query across sessions, instead of starting every run from amnesia.

  40. 43

    memvid

    16.6Kmemvid/memvid · Rust

    Memvid is a single-file memory layer for AI agents: it packs your data, embeddings and search index into one portable .mv2 file, so agents get instant retrieval and long-term memory without a RAG pipeline or a vector database server.

  41. 44

    Second-Me

    15.7Kmindverse/Second-Me · Python

    Second Me is an open-source project that lets you train a personal, locally-hosted AI model that preserves your identity, memory, and context, then connects it to a decentralized network so it can represent you across apps.

  42. 45

    memray

    15.4Kbloomberg/memray · Python

    Memray is a memory profiler for Python. It tracks memory allocations in Python code, native extension modules and the interpreter itself, then builds reports like flame graphs from the captured data.

  43. 46

    memU

    14.6KNevaMind-AI/memU · Python

    memU is a lightweight, agent-driven memory system that gives coding agents a shared LLM wiki across sessions, agents, and devices, automatically turning your agent history into reusable skills.

  44. 47

    hermes-desktop

    14.4Kfathah/hermes-desktop · TypeScript

    Hermes One is a community-maintained native desktop app for installing, configuring, and chatting with Hermes Agent — a self-improving AI assistant with tool use, multi-platform messaging, and a closed learning loop.

  45. 48

    MiMo-Code

    13.7KXiaomiMiMo/MiMo-Code · TypeScript

    MiMoCode is a terminal-native AI coding assistant that can read and write code, run commands, manage Git, and keep a persistent memory of your project across sessions while continuously improving itself.

  46. 49

    EverOS

    13.5KEverMind-AI/EverOS · Python

    EverOS is a local-first, Markdown-native memory layer for AI agents: it stores conversations, files, and agent trajectories as readable Markdown, then syncs local SQLite and LanceDB indexes so any coding assistant, app, or workflow can retrieve and keep building on the same persistent memory.

  47. 50

    Agent-S

    12.7Ksimular-ai/Agent-S · Python

    Agent S is an open-source agent framework that controls a real desktop GUI - clicking, typing, and scrolling - to complete natural-language tasks the way a human would, without per-app API integrations.

  48. 51

    matrix

    12.1KTencent/matrix · Java

    Matrix is an APM (Application Performance Management) system developed by WeChat to monitor, locate and analyse performance problems in mobile apps. It runs in production inside WeChat itself.

  49. 52

    MemOS

    11.9KMemTensor/MemOS · TypeScript

    MemOS is a Memory Operating System for LLMs and AI agents that unifies storing, retrieving, and managing long-term memory, so agents can have context-aware, personalized interactions instead of starting from scratch each session.

  50. 53

    holaOS

    11.5Kholaboss-ai/holaOS · TypeScript

    holaOS is an open-source, local-first agentic workspace that lets you connect the systems you already run — 100+ integrations, MCP servers, chat tools, apps, a browser, and local files — to AI agents that share one memory.

  51. 54

    brigade

    11.3Kspinabot/brigade · TypeScript

    Brigade is a self-hosted personal AI crew: a team of agents that share one long-term memory (Tideline), delegate tasks to each other on a real org chart, and act across 1,000+ apps you already use.

  52. 55

    ai-memory

    11.3Kakitaonrails/ai-memory · Rust

    A long-term memory service for AI coding agents. Quit Claude Code mid-task, start Codex or Cursor in the same directory, and the next agent picks up a handoff: where you left off, what failed, what is still open.

  53. 56

    psutil

    11.3Kgiampaolo/psutil · Python

    psutil is a cross-platform Python library for retrieving information about running processes and system utilization: CPU, memory, disks, network and sensors.

  54. 57

    autoharness

    11.1Ktigerless-labs/autoharness · Python

    Autoharness is a self-learning skill layer plugin for Claude Code: it distills skills from your real coding sessions, merges or updates them as you keep working, and prunes the ones that stop getting used.

  55. 58

    hive

    11.1Kaden-hive/hive · Python

    OpenHive is an open-source multi-agent harness for production AI — a runtime that adds state management, failure recovery, observability, cost control, and human oversight so colonies of agents reliably run real business processes instead of demos.

  56. 59

    memreduct

    10.9Khenrypp/memreduct · C

    Mem Reduct is a lightweight Windows application that monitors your system memory in real time and lets you clean it to free up RAM.

  57. 60

    voltagent

    10.8KVoltAgent/voltagent · TypeScript

    VoltAgent is an end-to-end AI agent engineering platform: an open-source TypeScript framework for building agents with memory, tools, RAG, workflows and voice, plus the VoltOps Console for observability and operations.

  58. 61

    dawarich

    10.7KFreika/dawarich · Ruby

    Dawarich is a self-hostable web app that replaces Google Timeline: it tracks your location history, shows it on an interactive map, and analyzes your travels.

  59. 62

    awesome-opencode

    10.7Kawesome-opencode/awesome-opencode · JavaScript

    A community-curated directory of plugins, themes, agents, projects, and other resources for opencode, an AI coding agent that runs in the terminal.

  60. 63

    claurst

    10.3KKuberwastaken/claurst · Rust

    Claurst is an open-source, multi-provider terminal coding agent written in Rust. It began as a clean-room reimplementation of Claude Code and grew into a TUI pair programmer with a plugin system, chat forking, memory consolidation and a companion named Rustle.

  61. 64

    PixelRAG

    10.3KStarTrail-org/PixelRAG · Python

    An open-source research codebase from Berkeley for pixel-native search: PixelRAG renders web pages, PDFs and images as screenshots and retrieves over the images directly, instead of parsing pages into text.

  62. 65

    munder-difflin

    8.9KHarnessMD/munder-difflin · TypeScript

    Munder Difflin is a free, open-source desktop app that turns the coding-agent CLIs you already run (Claude Code, Codex, Gemini CLI, Grok, Qwen, OpenCode and more) into a coordinated office of autonomous agents, visualized as avatars working on a 2D floor and managed by your own AI clone, Michael.

  63. 66

    Operit

    8.8KAAswordman/Operit · Kotlin

    Operit is an open-source AI agent platform for Android that connects cloud or local AI models to your phone's system, terminal, browser, files, and project workspaces so the AI can actually perform tasks like file management, coding, and device automation.

  64. 67

    capsule-memory

    8.4Kunicity-aos/capsule-memory · Rust

    It is a 'capsule' (plugin) for Astrid OS / Unicity AOS agents that gives them cross-session memory: it reads a local memory file from the workspace and injects its content into the system prompt so the agent remembers what happened in previous sessions.

  65. 68

    nullclaw

    8.1Knullclaw/nullclaw · Zig

    nullclaw is a fully autonomous AI assistant infrastructure: one small static Zig binary that you self-host and connect to your chat apps and AI providers.

  66. 69

    MemoryBear

    8KSuanmoSuanyangTechnology/MemoryBear · Python

    MemoryBear is an AI memory system that gives AI agents human-like memory: instead of just storing knowledge statically, it perceives, extracts, associates and forgets information over time.

  67. 70

    webnovel-writer

    7.6KlingfengQAQ/webnovel-writer · Python

    Webnovel Writer is a Claude Code plugin that helps you write long serialized Chinese web novels (up to roughly 2 million characters) while keeping characters, timelines, and foreshadowing consistent instead of forgetting or contradicting earlier chapters.

  68. 71

    engram

    7.5KGentleman-Programming/engram · Go

    Engram is a persistent memory system for AI coding agents — it gives your agent a brain that survives between sessions instead of forgetting everything when a session ends.

  69. 72

    agent-native

    7.4KBuilderIO/agent-native · TypeScript

    Agent-Native is an open-source TypeScript framework for building agentic apps: each capability is defined once as an 'action' that an AI agent can call as a tool and the UI can call directly in code, sharing data, permissions and state between them.

  70. 73

    opensquilla

    7.1KTokenRhythm/opensquilla · Python

    OpenSquilla is a token-efficient, microkernel AI agent that uses a local model router to send each conversation turn to the cheapest model that can handle it, while sharing memory, a sandbox, and web search across its CLI, Web UI, and chat-channel interfaces.

  71. 74

    open-multi-agent

    7Kopen-multi-agent/open-multi-agent · TypeScript

    open-multi-agent (OMA) is a self-hosted TypeScript framework for orchestrating teams of AI agents: a coordinator turns a single goal into a task DAG at runtime, a deterministic scheduler executes it, and every run stays inspectable, approvable, and replayable.

  72. 75

    openhanako

    6.8KliliMozi/openhanako · TypeScript

    HanaAgent is a personal AI assistant with memory, personality and initiative that runs on your computer. It is made for everyone who works at a computer, not just coders, and multiple agents can work side by side.

  73. 76

    hermes-workspace

    6.7Koutsourc-e/hermes-workspace · JavaScript

    Hermes Workspace is the web command center for a Hermes Agent: a single interface for chat, files, memory, skills, MCP, terminal, and a live multi-agent dashboard, instead of a bare chat window.

  74. 77

    ex-skill

    6.5KtherealXiaomanChu/ex-skill · Python

    Ex-skill turns raw material about your ex-partner (WeChat/QQ chat logs, Moments screenshots, photos) plus your own description into a custom Claude Code AI Skill that talks and responds the way they did, using their catchphrases and shared memories.

  75. 78

    awesome-hermes-agent

    5.9K0xNyk/awesome-hermes-agent

    A community-curated directory of skills, plugins, memory providers, tools, surfaces, and guides for Hermes Agent, the open-source self-improving agent built by Nous Research. It is maintained independently by 0xNyk, not by Nous Research itself.

  76. 79

    interface-design

    5.8KDammyjay93/interface-design · Shell

    Interface Design is a skill for coding agents (Claude Code, Codex, and other skill-compatible agents) that applies design principles, remembers UI decisions across sessions, and enforces consistency when building dashboards, apps, tools, and admin panels.

  77. 80

    mimiclaw

    5.8Kmemovai/mimiclaw · C

    MimiClaw turns a $5 ESP32-S3 microcontroller into a personal AI assistant you talk to through Telegram, complete with local memory and tool-calling, running entirely on a tiny chip with no Linux, no Node.js, and no server involved.

  78. 81

    OpenDots

    5.6KCopilotKit/OpenDots · TypeScript

    OpenDots is an open-source template for always-on AI coworkers ('Dots') that move between text chat, voice calls, and Slack, each with its own persistent computer.

  79. 82

    OpenExecutive

    5.6KSenteLabsAI/OpenExecutive · Python

    Open Executive is an AI system that acts as a company's virtual executive team — presented as one senior advisor with Harvard MBA-level knowledge, backed by eight specialist agents (CSO, CFO, HR, General Counsel, COO, CMO, CPO, Board Communications).

  80. 83

    Raven

    5.5KEverMind-AI/Raven · Python

    Raven is an open-source, self-improving AI agent harness that runs long-running agent work from the terminal, with built-in long-term memory, skills, tracing, and evaluation. Its stated long-term direction ('Harness of Harnesses') is a multi-agent ecosystem that composes different harnesses together, but that part is not yet implemented in the current release.

  81. 84

    OpenMinis

    5.4KOpenMinis/OpenMinis · Swift

    OpenMinis is a free, fully open-source AI agent app for iOS and Android that brings models like Claude, GPT and Gemini into a native mobile experience, giving them a sandboxed Linux shell, device integrations, browser automation and persistent memory on your phone.

  82. 85

    mycontext

    5KopenTrinity/mycontext · TypeScript

    MyContext is a local-first desktop app that builds a persistent, evolving personal context layer from your messages, documents, meetings and other work signals, and makes that context usable by AI agents, local LLMs, and a 'digital self' that can draft replies in your style.

  83. 86

    EvoScientist

    5KEvoScientist/EvoScientist · Python

    EvoScientist is a self-evolving AI scientist system: a team of AI agents that autonomously explore research questions, generate insights, and improve themselves over time instead of waiting on constant human instructions.

  84. 87

    lossless-claw

    4.9KMartian-Engineering/lossless-claw · TypeScript

    Lossless Claw is a plugin for OpenClaw that replaces its sliding-window context compaction with a DAG-based summarization system, so every message is preserved while active context stays within the model's token limit.

  85. 88

    awesome-harness-engineering

    4.9Kai-boost/awesome-harness-engineering · Python

    A curated list of resources on 'harness engineering' — the discipline of designing the scaffolding (context delivery, tool interfaces, planning artifacts, verification loops, memory, sandboxes) around an AI agent that determines whether it succeeds on real tasks.

  86. 89

    ai-agents-from-scratch

    4.9Kpguso/ai-agents-from-scratch · JavaScript

    A hands-on tutorial repo that teaches you to build AI agents from first principles using local LLMs via node-llama-cpp, with no frameworks involved, so you understand function calling, memory, and ReAct before using production frameworks.

  87. 90

    PilotDeck

    4.8KOpenBMB/PilotDeck · TypeScript

    An open-source agent operating system for task-oriented, multi-project productivity work, where AI agents run real projects in isolated WorkSpaces. Jointly developed by Tsinghua THUNLP, ModelBest, OpenBMB and AI9Stars.

  88. 91

    RuVector

    4.6Kruvnet/RuVector · Rust

    RuVector is a Rust-native persistent memory substrate for AI agents, combining local vector embeddings, graph relationships, feedback-driven learning, and memory lifecycle controls so agents can remember across sessions.

  89. 92

    LongMemory

    4.5KCaviraOSS/LongMemory · TypeScript

    LongMemory is a cognitive memory engine that gives LLM applications and autonomous agents durable, temporal, governed memory instead of being stateless between sessions.

  90. 93

    m_flow

    4.5KFlowElement-xinliuyuansu/m_flow · Python

    M-flow is a bio-inspired cognitive memory engine that acts as a new paradigm for Graph RAG: instead of just retrieving similar text chunks, it builds a graph of memories and scores answers by the strongest chain of evidence connecting the query to the content, the way human recall works.

  91. 94

    KiroCrew

    4.5Kkirodotdev/KiroCrew · Python

    An open source, agent-powered development workspace that runs on your own hardware, locally or remotely. It persists between sessions, learns from corrections, and keeps working while you are away.

  92. 95

    memory-lancedb-pro

    4.5KCortexReach/memory-lancedb-pro · JavaScript

    It is a LanceDB-backed memory plugin for OpenClaw agents that stores preferences, decisions, and project context, then auto-recalls them in future sessions instead of letting the agent forget everything between chats.

  93. 96

    Clawith

    4.2Kdataelement/Clawith · Python

    Clawith is an open-source multi-agent collaboration platform where every AI agent gets a persistent identity, long-term memory, and its own workspace, and agents work together as a crew alongside humans.

  94. 97

    Continuous-Claude-v3

    3.9Kparcadei/Continuous-Claude-v3 · Python

    Continuous Claude is a plugin/environment layered on top of Claude Code that adds persistent memory, context-efficient handoffs, and multi-agent orchestration so Claude keeps learning across sessions instead of losing context on compaction.

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    golutra

    3.9Kgolutra/golutra · Rust

    Golutra is a multi-agent AI orchestration desktop app that turns your existing CLI coding tools (Claude Code, Codex, Gemini CLI, OpenClaw, etc.) into one unified workspace with parallel agent execution, automated task orchestration, and long-running workflows.

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    SimpleMem

    3.8Kaiming-lab/SimpleMem · Python

    SimpleMem is a lifelong memory stack for LLM agents that stores, compresses, and retrieves long-term memories across text, image, audio, and video, so agents keep context without reprocessing redundant history.

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    goclaw

    3.7Knextlevelbuilder/goclaw · Go

    GoClaw is a multi-tenant AI agent gateway/platform written in Go that connects 20+ LLM providers to 7 messaging channels, letting you deploy and orchestrate teams of AI agents at scale with production-grade security.

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