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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.
13 featured picks130 builds with real repo pull13 live lanes to scan
189Tracked Builds
1207kRepo Stars
13Builder Lanes
Fastest Way Into OpenClaw
1. Install
pip install open-interpreterRequires Python 3.10+. The core runtime for OpenClaw-compatible assistants.
2. Run
interpreterOpens 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.
Complete Setup Guide
1Install Python
Install Python
- a
Check your current version
python3 --versionIf 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
2Set Up a Virtual Environment
Set Up a Virtual Environment
- a
Create the environment
python3 -m venv interpreter_envThis creates a folder called
interpreter_envwith its own Python. Your system Python stays untouched. - b
Activate it
Mac/Linux:
source interpreter_env/bin/activateWindows:
interpreter_env\Scripts\activateYou'll see
(interpreter_env)in your terminal prompt. That means it's working.
3Install Open Interpreter
Install Open Interpreter
- a
Install via pip
pip install open-interpreterMake sure your virtual environment is activated first (you should see
(interpreter_env)in your prompt). - b
Verify it installed
interpreter --versionYou should see a version number. If you get "command not found", try
python3 -m interpreterinstead.
4Set Up Your API Key
Set Up Your API Key
- 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
~/.zshrcor~/.bashrcto 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-turboGPT-4 is the default and costs ~10x more. GPT-3.5 is fine for most tasks. You can also use
interpreter --fastas a shortcut.
5Your First Run
Your First Run
- a
Launch it
interpreterYou'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 itIt 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 -yThe
-yflag auto-approves all code execution. Only use this when you trust the task — it can modify files and run shell commands.
6Run Locally — Free & Private
Run Locally — Free & Private
- a
Install Ollama
Download from ollama.com. One-click install on Mac/Windows/Linux.
- b
Pull a model
ollama pull llama3.1Llama 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 --localIt 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.
7Extend with the Ecosystem
Extend with the Ecosystem
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 --osTry 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 --loopTry 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/codestralTry 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 installTry 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-4oTry 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 -yTry 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
501k ★Core & Alternatives
6 tracked builds
Lead builds
27k ★Skills
6 tracked builds
Lead builds
15k ★Plugins
6 tracked builds
Lead builds
47k ★Memory Systems
6 tracked builds
Lead builds
79k ★Infrastructure
6 tracked builds
Lead builds
11k ★Desktop & Dashboard
4 tracked builds
OpenClaw board
(31)Filter the ranked board by type, timing, and proof signal.
31 signals found
PlatformOpenClaw Core
Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞
Featured build366k repo stars36626 builder votes
OpenAI, Go, Bun, Claude, Ruby, Django, Rust, TypeScript, Anthropic, GPT, Docker, pnpm
Featured buildAlready singled out as one of the stronger builds on the board.
OOpenClawOpenAI, Go, Bun, Claude, Ruby, Django, Rust, TypeScript, Anthropic, GPT, Docker, pnpm
Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞
O
Platform
Run OpenClaw more securely inside NVIDIA OpenShell with managed inference
Featured build20k repo stars1994 builder votes
Featured buildAlready singled out as one of the stronger builds on the board.
OOpenClawHours
Run OpenClaw more securely inside NVIDIA OpenShell with managed inference
O
IM Chat OpenClaw
Stack favorite16k repo stars4792 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
OOpenClawHours
IM Chat OpenClaw. An open-source app for the AI coding ecosystem.
O
AppOpenClaw Core
IronClaw is OpenClaw inspired implementation in Rust focused on privacy and security
Stack favorite12k repo stars3618 builder votes
Go, TypeScript, Rust, SQLite, PostgreSQL, OpenAI, Claude, Anthropic, Ollama, LLM, Docker
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
OOpenClawHoursGo, TypeScript, Rust, SQLite, PostgreSQL, OpenAI, Claude, Anthropic, Ollama, LLM, Docker
IronClaw is OpenClaw inspired implementation in Rust focused on privacy and security. An open-source app for the AI coding ecosystem.
AppOpenClaw Core
Community collection of OpenClaw use cases
Stack favorite12k repo stars1188 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Claude Code1 weekReal-world use cases for OpenClaw — personal productivity to enterprise automation.
O
App
An elegant home server OS. Run OpenClaw, store your files and photos, run a Bitcoin node, and do more with over 300 a...
Stack favorite11k repo stars3328 builder votes
Go
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
OOpenClawHoursGo
An elegant home server OS. Run OpenClaw, store your files and photos, run a Bitcoin node, and do more with over 300 apps in the Umbrel App Store.. An open-source app for the AI coding ecosystem.
O
AppOpenClaw Infra
"ClawWork: OpenClaw as Your AI Coworker - $15K earned in 11 Hours"
Stack favorite7.5k repo stars1503 builder votes
Python, Go, React, FastAPI, OpenAI, Claude, LangChain, GPT, LLM
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
OOpenClawHoursPython, Go, React, FastAPI, OpenAI, Claude, LangChain, GPT, LLM
"ClawWork: OpenClaw as Your AI Coworker - $15K earned in 11 Hours". An open-source app for the AI coding ecosystem.
O
Model
OpenClaw: Use All Major AI Models NO API Token! Claude/ChatGPT/Gemini/DeepSeek/Doubao/Grok/Qwen/Manus/Kimi
Stack favorite4.6k repo stars1380 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
OOpenClawMinutes
OpenClaw: Use All Major AI Models NO API Token! Claude/ChatGPT/Gemini/DeepSeek/Doubao/Grok/Qwen/Manus/Kimi. An open-source model for the AI coding ecosystem.
Platform
Connect All AI Code Tools (Claude Code, Cursor, Antigravity, Copilot, Codex, Gemini, OpenCode, Cline, OpenClaw...) to...
Stack favorite3.4k repo stars335 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Minutes
Connect All AI Code Tools (Claude Code, Cursor, Antigravity, Copilot, Codex, Gemini, OpenCode, Cline, OpenClaw...) to 40+ AI Providers & 100+ Models
ConfigOpenClaw Infra
Chinese IM Docker bundle
Stack favorite2.2k repo stars220 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Claude Code1 dayPre-configured Docker with Feishu, DingTalk, QQ, WeCom. One command deploy.
AppAI Assistants
A personal 24x7 AI assistant like OpenClaw that runs on your messaging platforms. Send a message on WhatsApp, Telegra...
Stack favorite1.4k repo stars139 builder votes
Claude, Go, Anthropic, GPT, Docker, AWS
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
MinutesClaude, Go, Anthropic, GPT, Docker, AWS
A personal 24x7 AI assistant like OpenClaw that runs on your messaging platforms. Send a message on WhatsApp, Telegram, Signal, or iMessage and get responses from Claude with full tool access, persistent memory, scheduled reminders, and integrations with 500+ apps.. An open-source app for the AI coding ecosystem.
AppOpenClaw Desktop
AI Agent Orchestration Dashboard
Stack favorite1.1k repo stars107 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Claude Code2 weeksManage agents, assign tasks, coordinate multi-agent workflows from a single dashboard.
App
A lightweight, open-source OpenClaw version built into your Claude Code.
Stack favorite1.0k repo stars103 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Minutes
A lightweight, open-source OpenClaw version built into your Claude Code.
O
App
🦞 U-Claw 虾盘 - OpenClaw AI 助手离线安装 U 盘 | 提供远程维护·定制开发·企业私有化部署服务 | Remote support & custom AI development
Builder signal949 repo stars95 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClawInstant
🦞 U-Claw 虾盘 - OpenClaw AI 助手离线安装 U 盘 | 提供远程维护·定制开发·企业私有化部署服务 | Remote support & custom AI development
O
App
Making AI Assistants Cheap Again!
Builder signal637 repo stars64 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClawInstant
Making AI Assistants Cheap Again!
O
App
Faster and better openclaw alternative
Builder signal547 repo stars55 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClawInstant
Faster and better openclaw alternative
O
App
happy happy happyclaw~
Builder signal424 repo stars42 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClawInstant
happy happy happyclaw~
AppOpenClaw i18n
Give your AI agent a cloud-native life — deploy once, converse everywhere
Builder signal266 repo stars25 builder votes
TypeScript, React, Express, MySQL, Drizzle, Docker, Tailwind, pnpm
Builder signalGetting enough attention to influence how people assemble their stack.
HoursTypeScript, React, Express, MySQL, Drizzle, Docker, Tailwind, pnpm
Give your AI agent a cloud-native life — deploy once, converse everywhere. An open-source app for the AI coding ecosystem.
O
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
Builder signal226 repo stars23 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClawInstant
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
O
App
A opinated version of OpenClaw with some tweaks (Currently in Beta)
Builder signal204 repo stars20 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClawInstant
A opinated version of OpenClaw with some tweaks (Currently in Beta)
O
App
Tracking OpenClaw CVEs
Builder signal147 repo stars15 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClawInstant
Tracking OpenClaw CVEs
O
App
NextClaw: Your omnipotent personal assistant, residing above the digital realm. Basically Ultra-Lightweight OpenClaw...
Builder signal139 repo stars14 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClawInstant
NextClaw: Your omnipotent personal assistant, residing above the digital realm. Basically Ultra-Lightweight OpenClaw Pro Max.
O
App
A sleek, dark-themed webchat UI for OpenClaw 🦞
Builder signal106 repo stars11 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClawInstant
A sleek, dark-themed webchat UI for OpenClaw 🦞
O
App
The AI Assistant that actually does things for the trades
Rising build71 repo stars7 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
OOpenClawInstant
The AI Assistant that actually does things for the trades
O
Config
OpenClaw resources, configs, tips & tricks for Sumopod community
Rising build66 repo stars7 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
OOpenClawInstant
OpenClaw resources, configs, tips & tricks for Sumopod community
O
App
OpenClaw docs + translation
Rising build59 repo stars6 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
OOpenClawInstant
OpenClaw docs + translation
OpenClaw Desktop — WebOS-style project management dashboard with native kanban board, Gantt timeline, activity feed,...
Rising build35 repo stars4 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
OOpenClawInstant
OpenClaw Desktop — WebOS-style project management dashboard with native kanban board, Gantt timeline, activity feed, and workflow runbooks
即插即用的便携式 OpenClaw，插在 Windows/Linux/Mac 电脑上即可使用
Rising build25 repo stars3 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
OOpenClawInstant
即插即用的便携式 OpenClaw，插在 Windows/Linux/Mac 电脑上即可使用
O
Secure self-hosted OpenClaw deployment on Hetzner Cloud with Tailscale
Early signal15 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClawInstant
Secure self-hosted OpenClaw deployment on Hetzner Cloud with Tailscale
O
原生桌面端Openclaw
Early signal8 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClawInstant
原生桌面端Openclaw
O
Platform
CoClaw platform — interact with your OpenClaw through CoClaw, even across network isolation
Early signal7 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClawInstant
CoClaw platform — interact with your OpenClaw through CoClaw, even across network isolation