Ranked stack board

OpenClaw

🦞OpenClawThe board builders scan before they commit to this stack.

The open-source personal AI assistant ecosystem

OpenClaw is the largest open-source AI assistant platform with 238K+ GitHub stars. Browse the full ecosystem — core alternatives, skills, plugins, memory systems, infrastructure, and desktop apps.

22 featured picks374 builds with real repo pull14 live lanes to scan

833Tracked Builds

2.0MRepo Stars

14Builder Lanes

Read the board Open official source

Fastest Way Into OpenClaw

1. Install

pip install open-interpreter

Requires Python 3.10+. The core runtime for OpenClaw-compatible assistants.

2. Run

interpreter

Opens an interactive terminal session. The assistant can execute code, browse the web, and manage files.

3. Customize

Add skills, connect local LLMs, configure memory systems, and install plugins from the ecosystem below.

GitHub Docs PyPI

Complete Setup Guide

From zero to your own AI assistant — no experience needed

Install Python

You need Python 3.10 or 3.11 — other versions cause issues

a
Check your current version
python3 --version
If you see 3.10.x or 3.11.x, skip to step 2. If you see 3.8 or 3.9, or "command not found", keep going.
b
Install Python 3.11
Mac: brew install [email protected] (install Homebrew first if you don't have it)
Windows: Download from python.org. Check "Add Python to PATH" during install.
Linux: sudo apt install python3.11 python3.11-venv

Set Up a Virtual Environment

Keeps Open Interpreter isolated — skip this and you'll regret it

a
Create the environment
python3 -m venv interpreter_env
This creates a folder called interpreter_env with its own Python. Your system Python stays untouched.
b
Activate it
Mac/Linux:
source interpreter_env/bin/activate
Windows:
interpreter_env\Scripts\activate
You'll see (interpreter_env) in your terminal prompt. That means it's working.

Install Open Interpreter

One command — takes about 30 seconds

a
Install via pip
pip install open-interpreter
Make sure your virtual environment is activated first (you should see (interpreter_env) in your prompt).
b
Verify it installed
interpreter --version
You should see a version number. If you get "command not found", try python3 -m interpreter instead.

Set Up Your API Key

Or skip this entirely and use a free local model (step 6)

a
Get an OpenAI API key
Go to platform.openai.com/api-keys and create one. You'll need to add a payment method — but costs are low (~$0.01-0.05 per conversation).
b
Set the key in your terminal
Mac/Linux (add to ~/.zshrc or ~/.bashrc to persist):
export OPENAI_API_KEY='sk-your-key-here'
Windows:
setx OPENAI_API_KEY sk-your-key-here
c
Save money with GPT-3.5
interpreter --model gpt-3.5-turbo
GPT-4 is the default and costs ~10x more. GPT-3.5 is fine for most tasks. You can also use interpreter --fast as a shortcut.

Your First Run

Try these to see what it can do

a
Launch it
interpreter
You'll see a chat prompt. Type naturally — it understands plain English.
b
Things to try
> What files are in my Downloads folder?> Create a Python script that renames all .jpg files in ~/Photos to include today's date> Make a bar chart of my monthly expenses from expenses.csv> Search Google for the weather in Tokyo and summarize it
It writes and runs code to accomplish each task. You'll be asked to approve before it executes anything.
c
Auto-approve mode (skip confirmations)
interpreter -y
The -y flag auto-approves all code execution. Only use this when you trust the task — it can modify files and run shell commands.

Run Locally — Free & Private

No API key needed. Your data never leaves your machine.

a
Install Ollama
Download from ollama.com. One-click install on Mac/Windows/Linux.
b
Pull a model
ollama pull llama3.1
Llama 3.1 8B is a great starting point (~4.7GB download). For better results with more RAM, try ollama pull llama3.1:70b.
c
Run Open Interpreter with your local model
interpreter --local
It auto-detects Ollama and uses your downloaded model. Zero API costs. Fully private — nothing leaves your machine.

Hardware tip: 8B models need ~8GB RAM. 70B models need ~48GB RAM. If your machine struggles, stick with 8B — it handles most tasks well.

Extend with the Ecosystem

Skills, plugins, memory, and desktop apps

Once you're comfortable with the basics, explore the tools below. The OpenClaw ecosystem includes:

Skills

Custom commands that teach your assistant new abilities — from web scraping to data analysis.

Plugins

Connect to external services — Slack, email, calendars, databases, and more.

Memory Systems

Give your assistant long-term memory so it remembers your preferences and past conversations.

Desktop Apps

GUI interfaces that make Open Interpreter feel like a native app instead of a terminal tool.

Starter Packages

Pick a use case. Get the command. Start building in 60 seconds.

Desktop & GUI Agent

Control your screen — fill PDFs, manipulate Excel, automate native apps. OS Mode gives the agent eyes and hands via PyAutoGUI + screenshots. macOS: enable Screen Recording in Privacy settings. Linux: install scrot. Single monitor only.

pip install open-interpreter[os] && interpreter --os

Try this

"Open my Downloads folder, find all PDFs from this month, fill in the 'Name' field on each form with 'John Doe', and save them to a new folder called 'filled'"

open-interpreter[os]PyAutoGUIPillowChrome/Edge

GitHub Issue → PR

Agent watches your issues board, creates a branch, writes code, runs tests, and opens a PR. The #1 most-requested autonomous workflow on Reddit. Use --loop to keep it running until done. Pair with --safe_mode for guardrails.

pip install open-interpreter && interpreter -y --loop

Try this

"Look at the open issues in this repo, pick the one labeled 'good first issue', create a branch, implement the fix, write a test, and open a pull request"

open-interpretergitpytest/jest--loop flag

Local-First (Zero Cost)

Fully private — nothing leaves your machine. Zero API costs. Requires Ollama + a model download. 8B models need ~8GB RAM. Codestral recommended for code tasks, Llama 3.1 for general use. Fix JSON spam with --no-llm_supports_functions.

pip install open-interpreter[local] && ollama pull codestral && interpreter --api_base http://localhost:11434/v1 --model ollama/codestral

Try this

"Analyze the Python files in this project, find potential bugs, and generate a report — all running locally with no API calls"

open-interpreter[local]Ollamacodestral/llama3.1llamafile

Multi-Agent Crew

Team of specialized agents that collaborate via CrewAI — researcher, writer, reviewer, each with defined roles. Requires uv package manager. Windows users need Visual Studio Build Tools for chromadb compilation.

pip install uv && uv tool install crewai && crewai create crew my_project && cd my_project && crewai install

Try this

"Create a crew: researcher finds the top 5 competitors, analyst compares their pricing, writer produces a markdown report with recommendations"

crewaicrewai[tools]chromadbuvlangchain

Data Pipeline

Chain analysis steps: load data → clean → analyze → visualize → export PDF. The agent writes and runs Python (pandas, matplotlib) autonomously. Use GPT-4o for complex statistical reasoning. Known issue: long outputs get truncated — break tasks into steps.

pip install open-interpreter && interpreter -y --model gpt-4o

Try this

"Load sales_data.csv, remove duplicate rows, calculate monthly revenue trends, create a bar chart for each quarter, and export everything as a PDF report"

open-interpreterpandasmatplotlibGPT-4o

File Automation

Real-time filesystem monitoring with watchdog — auto-sort downloads, rename files, deduplicate, archive old files. Schedule runs periodic maintenance. Use interpreter to generate the watchdog script, then run it standalone.

pip install open-interpreter watchdog schedule && interpreter -y

Try this

"Write me a Python script using watchdog that monitors my Downloads folder, automatically moves .pdf files to ~/Documents/PDFs and .jpg files to ~/Pictures, and runs 24/7"

open-interpreterwatchdogscheduletenacity

Where OpenClaw is winning

The strongest lanes in this ecosystem, ranked by visible public proof.

Lead builds

Core & Alternatives

6 tracked builds

539k ★

Leadopenclaw392k★#2nanobot49k★#3chatgpt-on-wechat42k★#4nanoclaw31k★#5ironclaw13k★#6awesome-openclaw-usecases12k★

Lead builds

Skills

6 tracked builds

29k ★

Leadawesome-openclaw-skills22k★#2skillshare2.8k★#3awesome-openclaw-skills-zh1.2k★#4x-research-skill1.2k★#5openclaw-skills1.2k★#6model-hierarchy-skill321★

Lead builds

Plugins

6 tracked builds

17k ★

Leadclawhub9.5k★#2buildwithclaude3.6k★#3dingtalk-openclaw-connector2.1k★#4openclaw-china1.0k★#5openclaw-wechat925★#6openclaw-plugin-wecom251★

Lead builds

Memory Systems

6 tracked builds

67k ★

LeadOpenViking40k★#2memU15k★#3MemOS11k★#4OpenClaw Supermemory796★#5powermem771★#6MoltBrain252★

Lead builds

Infrastructure

6 tracked builds

84k ★

Lead1Panel37k★#2openfang18k★#3moltworker9.9k★#4ClawWork8.3k★#5ClawRouter6.6k★#6OpenClawInstaller3.4k★

Lead builds

Desktop & Dashboard

4 tracked builds

13k ★

LeadClawX7.6k★#2VisionClaw2.5k★#3clawra2.4k★#4openclaw-mission-control1.1k★

OpenClaw board

(217)

Filter the ranked board by type, timing, and proof signal.

Type

All Skills MCPs Plugins Agents Apps

Time

This week This month 3 months

Sort

Trending New Popular Clear

217 signals found

ultraworkers/claw-code195k

The repo is finally unlocked. enjoy the party! The fastest repo in history to surpass 100K stars. Join Discord: htt...

AppCodex

farion1231/cc-switch146k

A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent....

AppClaude Code Apps

Alishahryar1/free-claude-code62k

Use Claude Code, Codex, VSCode, Pi, and OpenCode (and 6 other harnesses) for free (1.3B+ free tokens) from your termi...

App

volcengine/OpenViking40k

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

AppOpenClaw Memory

teng-lin/notebooklm-py20k

Unofficial Python API and agentic skill for Google Gemini Notebook. Full programmatic access to Gemini Notebook's fea...

App

openimsdk/open-im-server17k

IM Chat OpenClaw

AppOOpenClaw

casdoor/casdoor15k

An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI...

AppAI Gateway

NevaMind-AI/memU15k

Personal memory across agents

AppOpenClaw Memory

openclaw/awesome-openclaw-usecases12k

Community collection of OpenClaw use cases

AppOpenClaw Core

getumbrel/umbrel12k

An elegant home server OS. Run OpenClaw, store your files and photos, run a Bitcoin node, and do more with over 300 a...

AppOOpenClaw

EverMind-AI/EverOS11k

Self-evolving memory across Agent and platform. The one portable memory layer for every agent they use - Claude Code,...

App

HKUDS/ClawWork8.3k

"ClawWork: OpenClaw as Your AI Coworker - $15K earned in 11 Hours"

AppOpenClaw Infra

ValueCell-ai/ClawX7.6k

ClawX is a desktop app that provides a graphical interface for OpenClaw AI agents. It turns CLI-based AI orchestratio...

AppOpenClaw Desktop

ringhyacinth/Star-Office-UI7.5k

A pixel office for your OpenClaw: turn invisible work states into a cozy little space with characters, daily notes, a...

AppOOpenClaw

rullerzhou-afk/clawd-on-desk6.5k

A pixel desktop pet that watches Claude Code, Codex, Cursor & other AI coding agents — so you don't have to.

App

builderz-labs/mission-control6.4k

Self-hosted control plane for AI agents: dispatch tasks, review runs, track spend, and operate OpenClaw, Claude Code,...

App

dramaclaw/dramaclaw6.3k

A general-purpose AIGC video engine: script to finished film in one pipeline — dramas, ads, product videos, otome gam...

AppVideo and Motion Graphics

Tencent/AI-Infra-Guard5.6k

A full-stack AI Red Teaming platform securing AI ecosystems via OpenClaw Security Scan, Agent Scan, Skills Scan, MCP...

AppOOpenClaw

linuxhsj/openclaw-zero-token5.1k

OpenClaw: Use All Major AI Models NO API Token! Claude/ChatGPT/Gemini/DeepSeek/Doubao/Grok/Qwen/Manus/Kimi

AppOOpenClaw

badrisnarayanan/antigravity-claude-proxy4.0k

Proxy that exposes Antigravity provided claude / gemini models, so we can use them in Claude Code and OpenClaw (Clawd...

App

Claude Code

magnitudedev/magnitude3.9k

Open source inference server that runs the best local models for your hardware, plugged into the agent you already us...

App

miaoxworld/OpenClawInstaller3.4k

ClawdBot 一键部署工具

AppOpenClaw Infra

nexu-io/nexu3.2k

The simplest desktop client for OpenClaw 🦞 — bridge your Agent to WeChat, Feishu, Slack & Discord in one click. Work...

App

Javis603/token-monitor3.2k

Local-first desktop widget for tracking token usage, costs, limits, and session activity across 46+ AI coding tools—i...

App

qingchencloud/clawpanel2.9k

🦞 OpenClaw & Hermes Agent 多引擎 AI 管理面板 — 内置 AI 助手（工具调用 + 图片识别 + 多模态），一键安装 | Tauri v2 跨平台桌面应用 | 11 种语言

AppOOpenClaw

runkids/skillshare2.8k

Sync skills, agents, MCP, plugins to all AI CLI tools with one command and simplify team sharing.

AppOpenClaw Skills

LoRexxar/Kunlun-M2.4k

KunLun-M — Open-source static code analysis for PHP, JavaScript, Python, Java, with AST-based semantic scanning and o...

App

SumeLabs/clawra2.4k

Clawra - Openclaw as your girlfriend

AppOpenClaw Desktop

Infisical/agent-vault2.3k

A HTTP credential proxy and vault for AI agents like Claude Code, OpenClaw, Hermes, custom agents + harnesses, and more.

App

larksuite/openclaw-lark2.3k

飞书官方出品的 OpenClaw 飞书/Lark Channel 插件

AppOOpenClaw

nicch/OpenClaw-Docker-CN-IM2.2k

Chinese IM Docker bundle

ConfigOpenClaw Infra

openclaw/openclaw-windows-node2.2k

Windows companion suite for OpenClaw

AppOOpenClaw

AMAP-ML/SkillClaw2.2k

Let Skills Evolve Collectively with Agentic Evolver

AppOOpenClaw

MemTensor/memmy-agent2.1k

A personal AI agent & local memory hub for all AI agents, gives every AI one shared, fully controlled memory and...

App

0xMassi/webclaw2.1k

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST...

App

openclaw/clawsweeper2.0k

ClawSweeper scans all issues and PRs and suggest what we can close, and why. It runs every PR / Issue once a week.

AppOOpenClaw

Yuan-lab-LLM/ClawManager1.9k

A Kubernetes-native control plane for AI agent instance management, with governed AI access, runtime orchestration, a...

App

aidanpark/openclaw-android1.8k

Run OpenClaw on Android with a single command — no proot, no Linux

AppOOpenClaw

dongsheng123132/u-claw1.8k

U-Claw 虾盘 — OpenClaw AI 助手离线安装 U 盘：一键装好 Claude Code/Codex/OpenClaw，无需联网即插即用；新品 U-King AI 装机管家详见 u-king.org，另有远程支持与定制...

AppOOpenClaw

mithun50/openclaw-termux1.7k

Run OpenClaw AI Gateway on Android — standalone Flutter app with built-in terminal, web dashboard, and one-tap setup....

AppOOpenClaw

nikilster/clawflows1.7k

Superpowers for your Openclaw. Powerful prebuilt agent workflows.

AppOOpenClaw

chrysb/alphaclaw1.5k

The ultimate setup harness for OpenClaw. Deploy in minutes. Stay running for months. No CLI required.

AppOOpenClaw

SimonSchubert/Kai1.3k

OpenClaw alternative in your pocket

PlatformOOpenClaw

nicch/openclaw-mission-control1.1k

AI Agent Orchestration Dashboard

AppOpenClaw Desktop

SafeAI-Lab-X/ClawKeeper1.0k

ClawKeeper: Comprehensive Safety Protection for OpenClaw Agents Through Skills, Plugins, and Watchers (aka The Norton...

AppOOpenClaw

jjang-ai/mlxstudio924

MLX Studio - Home of JANG_Q - Image Gen/Edit + Chat/Code All in one - + OpenClaw (Anthropic API)

AppOOpenClaw

jazzyalex/agent-sessions905

Local-first macOS app to browse, search, analyze, and resume supported AI coding-agent session history across Codex,...

App

openmemind/memind897

Self-evolving cognitive memory and context engine for AI agents in Java. Empowering 24/7 proactive agents like OpenCl...

AppOOpenClaw

luccast/crabwalk877

Crabwalk Real-time companion monitor for OpenClaw agents.

App

daggerhashimoto/openclaw-nerve869

Real-time web cockpit for OpenClaw: voice conversations, agent automated kanban board, workspace/file control, sub-ag...

AppOOpenClaw

zhaoxinyi02/ClawPanel853

ClawPanel — OpenClaw AI 助手可视化管理面板。Go 单二进制部署，支持 20+ 通道统一管理，跨平台，实时日志监控。

AppOOpenClaw

mvanhorn/agentcookie850

Your agent runs on a Mac that isn't your daily driver. agentcookie keeps its sessions in sync with the Mac you actual...

AppOOpenClaw

conversun/fnos-apps843

飞牛 fnOS NAS 第三方应用商店 — 175 款自托管应用的.fpk 安装包 | Plex, Emby, Jellyfin, qBittorrent, Immich, Sonarr, Radarr, Vaultwarden,...

AppOOpenClaw

swapperfinance/swapper-toolkit831

DeFi toolkit for AI agents and coding assistants — deposit funds, execute trades, and manage crypto wallets. Works wi...

App

suyoumo/ClawProBench816

ClawProBench is a live-first benchmark harness for evaluating LLM agents in the OpenClaw runtime with deterministic...

AppOOpenClaw

oceanbase/powermem771

PowerMem: AI Memory Plugin— Accurate, Agile, Affordable. Make AI Agent smarter.

AppOpenClaw Memory

ClawRunr/JavaClaw736

JavaClaw, a Java version of OpenClaw built on Spring Boot, Spring AI and JobRunr

AppOOpenClaw

openclaw/nix-openclaw714

Packages OpenClaw for nix.

AppOOpenClaw

jobrunr/JavaClaw713

JavaClaw, a Java version of OpenClaw built on Spring Boot, Spring AI and JobRunr

AppOOpenClaw

tugcantopaloglu/openclaw-dashboard701

Secure, real-time monitoring dashboard for OpenClaw AI agents. Auth, TOTP MFA, cost tracking, live feed, memory br...

AppOOpenClaw

NadirRouter/NadirClaw657

Source-available LLM router and AI cost optimizer. Routes simple prompts to cheap or local models and complex ones to...

App

mnemon-dev/mnemon638

LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowledge, single binary. Works wi...

App

WW-AI-Lab/openclaw-office629

OpenClaw Office is the visual monitoring and management frontend for the OpenClaw Multi-Agent system. It connects to...

AppOOpenClaw

swarmclawai/swarmvault622

The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on A...

App

robsannaa/mission-control614

A GUI that runs on your Openclaw host and lets you totally manage it without touching the CLI. Not a technical user?...

AppOOpenClaw

robsannaa/openclaw-mission-control613

A GUI that runs on your Openclaw host and lets you totally manage it without touching the CLI. Not a technical user?...

AppOOpenClaw

eunomia-bpf/agentsight532

Zero instrucment LLM and AI agent (e.g. claude code, openclaw, gemini-cli) observability in eBPF

AppOOpenClaw

clawwork-ai/ClawWork522

Client for OpenClaw — Connect ClawWork to your own OpenClaw and unlock 10x multi-session productivity.

AppOOpenClaw

techartdev/OpenClawHomeAssistant514

OpenClaw Assistant – Home Assistant Add-on

AppOOpenClaw

tlysanhuo/aminer-daily-paper475

Personalized paper recommendation for OpenClaw / Feishu, powered by AMiner + arXiv + LLMs.

AppOOpenClaw

reefyai/reefy456

Turn your PC into a Reef - run OpenClaw, Ollama, and more on your own PC. Private. Local. Open source. Simple.

AppOOpenClaw

mudrii/openclaw-dashboard452

A beautiful, zero-dependency command center for OpenClaw AI agents

AppOOpenClaw

vivekchand/clawmetry432

See your agent think. Zero-config observability & governance for 30 AI agent runtimes: Claude Code, OpenAI Codex, Her...

App

aws-samples/sample-OpenClaw-on-AWS-with-Bedrock424

GitHub project aws-samples/sample-OpenClaw-on-AWS-with-Bedrock

AppOOpenClaw

stubbi/openclaw-operator402

Kubernetes operator for deploying and managing OpenClaw AI agent instances with production-grade security, observabil...

AppOOpenClaw

paperclipinc/openclaw-operator391

Kubernetes operator for deploying and managing OpenClaw AI agent instances with production-grade security, observabil...

AppOOpenClaw

openclaw-rocks/openclaw-operator391

Kubernetes operator for deploying and managing OpenClaw AI agent instances with production-grade security, observabil...

AppOOpenClaw

hackers365/xiaozhi-esp32-server-golang371

golang版本的小智后端服务，支持websocket和mqtt+udp协议，支持声纹识别/声音克隆/知识库/mcp远程调用/主动音频下发/openclaw等功能

AppOOpenClaw

SakuraByteCore/codexmate355

One dashboard for all your local AI coding agents. Switch providers, manage sessions, and orchestrate tasks across Co...

App

thesysdev/openclaw-os319

The default workspace for OpenClaw

AppOOpenClaw

10000ge10000/luci-app-openclaw297

OpenClaw AI 网关的 OpenWrt LuCI 管理插件。

AppOOpenClaw

openclaw/openclaw.ai296

Website of openclaw.ai

AppOOpenClaw

johnson7788/MultiUserClaw292

目前OpenClaw和NanoBot都是用于个人的，不太支持多用户，基于多用户重新修改Bot，没有对Openclaw进行任何更改，原生能力封装

AppOOpenClaw

AquaOne/ClawGuard285

针对 OpenClaw 插件生态的自动化安全审计与防御系统

AppOOpenClaw

finch-xu/cc-router279

本地运行的大模型聚合网关，GUI桌面端app，零代码部署，把Coding Plan、大模型 API 额度聚合成一个虚拟 Plan，一键接入 Claude Code、Claude Desktop App、OpenClaw、OpenCod...

App

OpenClaw Cloud272

Give your AI agent a cloud-native life — deploy once, converse everywhere

AppOpenClaw i18n

PrismorSec/immunity-agent244

Security for AI agents : Block dangerous commands, prevent secret leaks, pick right supply chain packages, and enfor...

App

Neirth/OpenLobster241

A opinated version of OpenClaw with some tweaks (Currently in Beta)

AppOOpenClaw

laziobird/openclaw-rpa228

AI Record browser, Excel, Word & API actions once — replay runs as a standalone script, no LLM needed. Faster, cheape...

AppOOpenClaw

BytePioneer-AI/clawmate217

为 OpenClaw 添加一个有温度的角色伴侣。

AppOOpenClaw

tuanminhhole/openclaw-setup214

Setup AI Telegram Bot miễn phí bằng OpenClaw + Google Gemini + Docker

AppOOpenClaw

QuantClaw/QuantClaw209

a C++ implementation of OpenClaw, designed for extremely performance and memory efficiency. site: https://quantclaw.g...

AppOOpenClaw

JunWan666/openclaw-termux-zh195

本项目是基于mithun50维护的上游仓库(openclaw-termux)整合汉化而来的 OpenClaw Android 中文版本。

AppOOpenClaw

yeasy/openclaw_guide185

OpenClaw 入门和实战，安装、使用、配置到实现原理 | OpenClaw Guide

PlatformOOpenClaw

MarlBurroW/pinchchat184

A sleek, dark-themed webchat UI for OpenClaw 🦞

AppOOpenClaw

jgamblin/OpenClawCVEs171

Tracking OpenClaw CVEs

AppOOpenClaw

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🦞OpenClawThe board builders scan before they commit to this stack.

The open-source personal AI assistant ecosystem

OpenClaw is the largest open-source AI assistant platform with 238K+ GitHub stars. Browse the full ecosystem — core alternatives, skills, plugins, memory systems, infrastructure, and desktop apps.

22 featured picks374 builds with real repo pull14 live lanes to scan

833Tracked Builds

2.0MRepo Stars

14Builder Lanes

🦞OpenClawThe board builders scan before they commit to this stack.

Fastest Way Into OpenClaw

1. Install

2. Run

3. Customize

Complete Setup Guide

Install Python

Set Up a Virtual Environment

Install Open Interpreter

Set Up Your API Key

Your First Run

Run Locally — Free & Private

Extend with the Ecosystem

Starter Packages

Desktop & GUI Agent

GitHub Issue → PR

Local-First (Zero Cost)

Multi-Agent Crew

Data Pipeline

File Automation

Where OpenClaw is winning

hubCore & Alternatives

buildSkills

extensionPlugins

psychologyMemory Systems

dnsInfrastructure

desktop_windowsDesktop & Dashboard

OpenClaw board

🦞OpenClawThe board builders scan before they commit to this stack.

Fastest Way Into OpenClaw

1. Install

2. Run

3. Customize

Complete Setup Guide

Install Python

Set Up a Virtual Environment

Install Open Interpreter

Set Up Your API Key

Your First Run

Run Locally — Free & Private

Extend with the Ecosystem

Starter Packages

Desktop & GUI Agent

GitHub Issue → PR

Local-First (Zero Cost)

Multi-Agent Crew

Data Pipeline

File Automation

Where OpenClaw is winning

hubCore & Alternatives

buildSkills

extensionPlugins

psychologyMemory Systems

dnsInfrastructure

desktop_windowsDesktop & Dashboard

OpenClaw board

Core & Alternatives

Skills

Plugins

Memory Systems

Infrastructure

Desktop & Dashboard

Core & Alternatives

Skills

Plugins

Memory Systems

Infrastructure

Desktop & Dashboard