Everything about the Claw Ecosystem Claw 生态系统完整指南

22 projects. Not sure which one to pick? Start here. 22 个项目,不知道选哪个?从这里开始。

Quick Navigation 快速导航

Which project is right for me? 我该选哪个项目?

Answer one question: what do you want to do? 回答一个问题:你想用 AI agent 做什么?

Your goal 你的目标 Best choice 推荐项目 Why 原因
Full-featured AI assistant, no limits 功能最全的 AI 助手 OpenClaw 50+ integrations, most mature 50+ 集成,最成熟
Enterprise AI agent with NVIDIA GPU + security NVIDIA 企业级 AI agent 部署 NemoClaw NVIDIA-optimized, E2E encryption, 1-click deploy NVIDIA 优化,端对端加密,一键部署
Lightweight, runs on Raspberry Pi or Docker 轻量版,在树莓派或 Docker 上运行 NanoClaw Only 15 source files, sandbox-friendly 仅 15 个文件,沙箱友好
No runtime, just download and run 不想安装运行时,直接下载运行 PicoClaw or ZeroClaw Pre-compiled single binary, no Node.js/Python needed 预编译单文件,无需 Node.js/Python
Telegram bot + scheduled automation Telegram 机器人 + 定时自动化 BabyClaw Single file, Claude Agent SDK, Telegram-focused 单文件,Claude Agent SDK,偏 Telegram
Security-first, private voice/text interactions 安全优先,隐私语音/文字交互 SafeClaw or IronClaw SafeClaw = Node.js runtime; IronClaw = Rust binary SafeClaw = Node.js 运行时;IronClaw = Rust 二进制
Multiple AI agents working together 多个 AI agent 协同工作 TinyClaw Built for multi-team, multi-workspace workflows 专为多团队、多工作区工作流构建
Research assistant — writes reports, takes notes 研究助手,写报告、记笔记 HermitClaw or AngelClaw Continuous research and report writing 持续研究和报告撰写
AI on tiny hardware (ESP32 microcontroller) 在 ESP32 等微型硬件上运行 AI ZClaw or MimiClaw Firmware for embedded devices, no OS needed 嵌入式设备固件,无需操作系统
Android mobile AI agent Android 移动端 AI agent DroidClaw Mobile-first, touch-optimized 移动优先,触屏优化
Minimal binary, ~4MB, security isolated 极小二进制约 4MB,安全隔离 ZeptoClaw Ultra-light Rust binary, one-click OpenClaw migration 极轻量 Rust 二进制,一键迁移 OpenClaw
AI agent for edge hardware servers 边缘硬件上的 AI agent daemon SubZeroClaw Skill-driven daemon, runs on constrained devices Skill-driven daemon,在受限设备上持久运行

All 22 Projects Explained 全部 22 个项目详解

What each project does, who it's for, and how it differs. 每个项目的用途、目标用户以及与其他项目的区别。

Ka
Kāne Agent Platform
runtimeBeta · V1.0
Local-first multi-AI agent control plane. Run, observe, and coordinate agents with a Next.js UI, FastAPI backend, optional Local Bridge, skills, memory, and file workflows.
本地优先多 AI agent 控制平面。通过 Next.js 界面、FastAPI 后端、可选本地网桥、技能、记忆与文件工作流运行和协调多个 agent。
Best for: Developers who want to run an entire fleet of AI agents locally and observe them from a unified dashboard.
适合:想要在本地运行整个 AI agent 集群并通过统一仪表板观察的开发者。
⚡ Requires Node.js 18+ & Python 3.10+
O
OpenClaw
runtime
The original. Full-featured personal AI assistant with 50+ integrations and multi-model support. The core of the entire Claw ecosystem.
原版全功能个人 AI 助手,50+ 集成,多模型支持。整个 Claw 生态的核心底座。
Best for: Users who want everything out of the box — email, GitHub, calendar, web browsing, code execution.
适合:想要开箱即用全套功能的用户——邮件、GitHub、日历、网页浏览、代码执行。
⚡ Requires Node.js 22+
He
Hermes Agent
runtimeMIT
The self-improving AI agent by Nous Research. Features memory, skill creation, scheduled automations, multi-platform gateway, and sub-agent delegation. 126k GitHub stars.
Nous Research 打造的自我进化 AI agent。具备记忆、技能创建、定时自动化、多平台网关与子 agent 委托能力。GitHub 126k 星标。
Best for: Power users who want an agent that learns, creates new skills, and delegates tasks to other sub-agents automatically.
适合:希望 agent 能自主学习、创建新技能并自动委托任务给子 agent 的高级用户。
⚡ Linux / macOS / WSL2 / Android Termux (native Windows not supported)
Ne
NemoClaw
binary
NVIDIA enterprise-grade security shell. Enables one-click deployment of always-on AI agents with end-to-end encryption and fine-grained privacy controls. Optimized for NVIDIA GPU infrastructure.
NVIDIA 企业级安全壳,让常驻 AI agent 更容易一键部署,强调隐私与安全管控。针对 NVIDIA GPU 基础设施优化。
Best for: Enterprise teams with NVIDIA GPUs who need production-grade AI agent infrastructure with security guarantees.
适合:拥有 NVIDIA GPU 的企业团队,需要生产级 AI agent 基础设施和安全保障。
⚡ Pre-compiled binary — no runtime needed
N
NanoClaw
runtime
Lightweight, container-sandbox-oriented agent. Only 15 source files. Security-first design, runs fine on a Raspberry Pi. Easy to read, understand, and extend.
容器沙箱导向轻量版,仅 15 个源文件。安全优先设计,可在树莓派上运行。易于阅读、理解和扩展。
Best for: Developers who want a minimal codebase they can actually read and modify. Runs in Docker containers.
适合:想要小型代码库的开发者,在 Docker 容器中运行。
⚡ Requires Docker
P
PicoClaw
binary
Go-based ultra-lightweight single binary. Built for low-cost hardware and old devices. Download and run — no installation needed.
Go 语言超轻量单文件版本,面向低成本硬件和旧设备。下载即用,无需安装。
Best for: Users who don't want to install Node.js or Python. Just want a single file that runs.
适合:不想安装 Node.js 或 Python 的用户,只要一个能运行的单文件。
⚡ No runtime needed — pre-compiled binary
Z
ZeroClaw
binary
Rust zero-overhead infrastructure version. Replaceable modular core — swap components without rewriting. Designed for cross-environment deployment.
Rust 零开销基础设施版,可替换模块化核心,跨环境部署。
Best for: Developers who need maximum performance and want to embed AI agent capabilities into larger systems.
适合:需要最大性能并希望将 AI agent 功能嵌入更大系统的开发者。
⚡ No runtime needed — pre-compiled binary
T
TinyClaw
runtime
Multi-agent collaboration branch. Multiple AI agents work together across teams and workspaces, with chained workflows.
多 agent 协作型分支,多团队多工作区,链式工作流。
Best for: Organizations that need multiple AI agents handling different tasks and handing off work between them.
适合:需要多个 AI agent 处理不同任务并在它们之间传递工作的团队。
⚡ Requires Node.js 22+
Tr
TrinityClaw
runtime
Local-first self-hosted agent. Web automation, memory, code execution, email, and calendar — all running on your own machine. No cloud required.
本地优先自托管 agent。网页自动化、记忆、代码执行、邮件、日历,全部在本地运行,无需云服务。
Best for: Privacy-conscious users who want full control and all capabilities running locally.
适合:注重隐私、希望完全控制且所有功能在本地运行的用户。
⚡ Requirements TBD
I
IronClaw
binary
Rust security-focused branch. Local encryption, privacy layers, and hardened defaults baked in from the start.
Rust 安全版分支。本地加密、隐私层级、安全默认配置。
Best for: Security-conscious users who need an AI agent they can trust with sensitive data. No Node.js/Python needed.
适合:安全意识强、需要可以信任敏感数据的 AI agent 的用户。
⚡ No runtime needed — pre-compiled binary
0
NullClaw
binary
Zig ultra-minimal autonomous assistant. Just 678KB. Extremely low memory usage, highly portable across platforms.
Zig 极小型自治助手,仅 678KB。极低内存占用,高度可移植。
Best for: Embedded systems, extremely resource-constrained environments, or anyone who wants the absolute minimum footprint.
适合:嵌入式系统、极度资源受限的环境,或追求最小占用的用户。
⚡ No runtime needed — pre-compiled binary
Mi
MimiClaw
firmware
ESP32-S3 pocket assistant. Firmware for hardware — flash it to your ESP32-S3 board. Low power, no OS, runs entirely locally.
ESP32-S3 口袋助手。硬件固件,烧录到 ESP32-S3 开发板,低功耗,无操作系统,完全本地运行。
Best for: Hardware hobbyists who want an AI assistant on a $5 chip that runs without any cloud or computer.
适合:希望在 5 美元芯片上运行 AI 助手的硬件爱好者,无需云端或电脑。
⚡ Requires ESP32-S3 hardware + flash tool
H
HermitClaw
runtime
"AI organism in a folder." Runs continuously doing research, writing reports, generating scripts, and taking notes — all stored in a local directory.
"文件夹 AI 生物。"持续运行进行研究、撰写报告、生成脚本、记录笔记,全部存储在本地目录。
Best for: Researchers and writers who want an AI that works autonomously in the background.
适合:希望 AI 在后台自主工作的研究人员和写作者。
⚡ Requires Python 3.8+
D
DroidClaw
runtime
Mobile-first AI agent branch for Android workflows. Touch-optimized interface, built for smartphone use.
Android 移动优先分支,触屏优化 AI agent 界面,为智能手机使用而构建。
Best for: Android users who want an AI agent that feels native on mobile.
适合:希望在 Android 手机上使用原生感 AI agent 的用户。
⚡ Requires Node.js 22+ & npm
A
AngelClaw
runtime
Streamlined research experiment branch. Minimal, OpenClaw-compatible, and easy to fork for custom experiments.
精简研究实验分支,极简、兼容 OpenClaw、易于 fork 进行自定义实验。
Best for: Researchers and developers who want a clean, hackable base for AI agent experiments.
适合:需要干净、可 hack 的 AI agent 实验基础的研究人员和开发者。
⚡ Requires Python 3.10+
S
SupaClaw
runtime
Supabase-powered TypeScript route. Full-stack with built-in authentication, file storage, and realtime features using the Supabase platform.
Supabase TypeScript 路线,全栈含认证、文件存储、实时功能。
Best for: Developers who already use Supabase and want an AI agent that integrates with their existing stack.
适合:已经使用 Supabase 并希望与现有技术栈集成的开发者。
⚡ Requires Node.js 18+ & Supabase CLI
μ
MicroClaw
binary
Rust chat interface assistant with a clean terminal UI (TUI). Inspired by the design of NanoClaw and OpenClaw.
Rust 聊天界面助手,简洁终端 UI,受 NanoClaw 和 OpenClaw 启发。
Best for: Terminal users who want a fast, keyboard-driven AI assistant without any web browser or GUI.
适合:希望使用快速、键盘驱动 AI 助手的终端用户,无需浏览器或 GUI。
⚡ No runtime needed — pre-compiled binary
ZClaw
firmware
Ultra-minimal personal AI assistant for ESP32 microcontrollers. Even smaller and more minimal than MimiClaw. Low power, no OS, completely local.
面向 ESP32 的极小型个人助手固件。比 MimiClaw 更小更精简,低功耗,无操作系统,完全本地运行。
Best for: Hardware enthusiasts who want the most minimal AI possible on cheap ESP32 hardware (not ESP32-S3 like MimiClaw).
适合:希望在廉价 ESP32 硬件上运行最精简 AI 的硬件爱好者(与 MimiClaw 的 ESP32-S3 不同)。
⚡ Requires ESP32 hardware + flash tool
S₀
SubZeroClaw
binary
Skill-driven agent daemon for edge hardware. Runs persistently on resource-constrained devices like edge servers, IoT gateways, and low-power ARM boards.
面向边缘硬件的 skill-driven agent daemon,在边缘服务器、IoT 网关、低功耗 ARM 板等受限设备上持久运行。
Best for: Edge computing use cases where you need an always-on AI agent running directly on hardware.
适合:需要在硬件上直接运行常驻 AI agent 的边缘计算场景。
⚡ No runtime needed — pre-compiled binary
Zp
ZeptoClaw
binary
Ultra-light ~4MB binary with security isolation. Has a built-in one-click migration tool to move your existing OpenClaw setup to ZeptoClaw instantly.
超轻量约 4MB 二进制,强调安全隔离,内置一键迁移工具,可将现有 OpenClaw 配置即时迁移到 ZeptoClaw。
Best for: OpenClaw users who want a lighter, more secure alternative with an easy upgrade path.
适合:想要更轻量、更安全替代方案的 OpenClaw 用户,并且有简单升级路径。
⚡ No runtime needed — pre-compiled binary
B
BabyClaw
runtime
Single-file lightweight agent built on the Claude Agent SDK. Focused on Telegram integration and scheduled automation tasks. The easiest entry point to Claw.
单文件轻量替代版,基于 Claude Agent SDK,偏 Telegram 集成和定时自动化任务。Claw 生态最简单的入门选择。
Best for: Beginners who want to set up a Telegram bot or simple scheduled automations with minimal code.
适合:想用最少代码设置 Telegram 机器人或简单定时自动化的初学者。
⚡ Requires Node.js 18+
Sf
SafeClaw
runtime
Security-first OpenClaw alternative. Enhanced text and voice interactions with privacy-by-default architecture. Built as a drop-in replacement for OpenClaw with stronger security guarantees.
更强调安全文本/语音交互的 OpenClaw 替代路线,默认隐私保护架构,作为 OpenClaw 的直接替代品,提供更强的安全保障。
Best for: OpenClaw users in sensitive environments (healthcare, legal, finance) who need stronger privacy guarantees.
适合:敏感环境(医疗、法律、金融)中的 OpenClaw 用户,需要更强的隐私保障。
⚡ Requires Node.js 22+

Tools & Prerequisites Guide 工具和前置条件指南

Plain-English explanations of every tool you might need. No CS degree required. 通俗易懂地解释你可能需要的每个工具。不需要计算机学位。

🟢
Node.js
A JavaScript engine you install on your computer
安装在电脑上的 JavaScript 运行引擎

Node.js lets your computer run JavaScript programs outside of a web browser. Think of it like installing a new language on your computer. Most Claw projects need it because they're written in JavaScript/TypeScript.

Node.js 让你的电脑在浏览器之外运行 JavaScript 程序。把它想象成在电脑上安装一种新语言。大多数 Claw 项目都需要它,因为它们是用 JavaScript/TypeScript 编写的。

Required for
需要它的项目
OpenClaw NanoClaw TinyClaw DroidClaw SupaClaw BabyClaw SafeClaw
🖥️ Windows
1. Visit nodejs.org
2. Download LTS version
3. Run the .msi installer
4. Click through defaults
node -v

(verify install) (验证安装)
🍎 macOS
1. Visit nodejs.org
2. Download LTS .pkg
3. Run installer
Or via Homebrew: 或通过 Homebrew:
brew install node
🐧 Linux
Recommended (fnm): 推荐(fnm):
curl -fsSL https://fnm.vercel.app/install | bash

fnm install 22

Or apt: 或 apt:
sudo apt install nodejs npm
📦
npm
Node.js package manager — comes with Node.js automatically
Node.js 包管理器——随 Node.js 自动安装

npm (Node Package Manager) is a tool for downloading and managing code libraries that Node.js programs depend on. You don't install it separately — it comes bundled with Node.js. When you run npm install, it downloads everything a project needs.

npm(Node 包管理器)是下载和管理 Node.js 程序依赖代码库的工具。不需要单独安装——它随 Node.js 捆绑安装。运行 npm install 时,它会下载项目所需的一切。

Same projects as Node.js above
与上面 Node.js 相同的项目
🐍
Python
A programming language runtime for running Python programs
运行 Python 程序的编程语言运行时

Python is a popular programming language. Some Claw projects are written in Python and need the Python runtime to run. You install it once, and then Python programs can run on your machine. Make sure you install Python 3.11 or newer.

Python 是一种流行的编程语言。某些 Claw 项目用 Python 编写,需要 Python 运行时来运行。安装一次,Python 程序就可以在你的机器上运行。请确保安装 Python 3.11 或更新版本。

Required for
需要它的项目
HermitClaw AngelClaw
🖥️ Windows
1. Visit python.org/downloads
2. Download Python 3.11+
3. Run installer
4. ✅ Check "Add to PATH"
python --version
🍎 macOS
python.org/downloads
Or via Homebrew: 或通过 Homebrew:
brew install python@3.11

python3 --version
🐧 Linux
Ubuntu/Debian: Ubuntu/Debian:
sudo apt install python3.11

Or: 或:
sudo apt install python3
🔵
Go
Google's programming language — only needed to build PicoClaw from source
Google 的编程语言——仅在从源码构建 PicoClaw 时需要

Go (also called Golang) is a programming language made by Google. PicoClaw is written in Go. You don't need to install Go if you download the pre-compiled PicoClaw binary from ClawDrop — it runs directly. You only need Go if you want to build PicoClaw from its source code yourself.

Go(也称 Golang)是 Google 开发的编程语言。PicoClaw 用 Go 编写。如果你从 ClawDrop 下载预编译的 PicoClaw 二进制文件,不需要安装 Go——可以直接运行。只有在想自己从源码构建 PicoClaw 时才需要 Go。

Used by
使用它的项目
PicoClaw (source build only)
🖥️ Windows
go.dev/dl
Download .msi installer
Run it, done.
go version
🍎 macOS
go.dev/dl
Download .pkg
Or: 或:
brew install go
🐧 Linux
go.dev/dl
Download tarball, or:
sudo apt install golang
🦀
Rust / Cargo
Systems language + its build tool — only needed to build Rust projects from source
系统编程语言及其构建工具——仅在从源码构建 Rust 项目时需要

Rust is a fast, safe systems programming language. Cargo is Rust's package manager and build tool (like npm for Node.js). Several Claw projects (ZeroClaw, IronClaw, MicroClaw, SubZeroClaw, ZeptoClaw, NemoClaw) are written in Rust. You don't need Rust if you download the pre-compiled binaries from ClawDrop.

Rust 是一种快速、安全的系统编程语言。Cargo 是 Rust 的包管理器和构建工具(类似 Node.js 的 npm)。多个 Claw 项目用 Rust 编写。如果你从 ClawDrop 下载预编译的二进制文件,不需要 Rust。

Used by (source builds)
使用它的项目(源码构建)
ZeroClaw IronClaw MicroClaw SubZeroClaw ZeptoClaw NemoClaw
🖥️ Windows
rustup.rs
Download rustup-init.exe
Run it, follow prompts
cargo --version
🍎 macOS
curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh

Follow the prompts 按照提示操作
🐧 Linux
curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh

source $HOME/.cargo/env
Zig
Minimal systems language — only needed to build NullClaw from source
极简系统语言——仅在从源码构建 NullClaw 时需要

Zig is a minimal, low-level programming language focused on performance and portability. NullClaw is written in Zig to achieve its tiny 678KB size. You don't need Zig if you download the NullClaw binary from ClawDrop.

Zig 是一种专注于性能和可移植性的极简低级编程语言。NullClaw 用 Zig 编写,实现了仅 678KB 的超小体积。如果从 ClawDrop 下载 NullClaw 二进制文件,不需要 Zig。

Used by (source build)
使用它的项目(源码构建)
NullClaw
🖥️ Windows
ziglang.org/download
Download zip, extract,
add to PATH
🍎 macOS
brew install zig

Or download from 或下载自
ziglang.org
🐧 Linux
ziglang.org/download
Download tarball, extract,
add to PATH:
export PATH=$PATH:/path/to/zig
🐳
Docker
Containerization platform — optional, used with NanoClaw
容器化平台——可选,与 NanoClaw 配合使用

Docker lets you run programs in isolated "containers" — like a virtual machine but much lighter. NanoClaw is designed to work well in Docker containers. Docker is optional — you can run NanoClaw directly without it.

Docker 让你在隔离的"容器"中运行程序——类似虚拟机但轻量得多。NanoClaw 专门设计为在 Docker 容器中良好运行。Docker 是可选的——你也可以不用 Docker 直接运行 NanoClaw。

Supported by
支持它的项目
NanoClaw OpenClaw
🖥️ Windows
Docker Desktop
Download & install
Includes everything 包含所有组件
🍎 macOS
Docker Desktop
Download .dmg
Or: 或:
brew install --cask docker
🐧 Linux
docs.docker.com/engine/install
Pick your distro 选择你的发行版