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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
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
539k ★Core & Alternatives
6 tracked builds
Lead builds
29k ★Skills
6 tracked builds
Lead builds
17k ★Plugins
6 tracked builds
Lead builds
67k ★Memory Systems
6 tracked builds
Lead builds
84k ★Infrastructure
6 tracked builds
Lead builds
13k ★Desktop & Dashboard
4 tracked builds
OpenClaw board
(217)Filter the ranked board by type, timing, and proof signal.
217 signals found
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App
umi-claw 基于OpenClaw 一键式便携管理工具（u盘小龙虾：可以u盘便携使用也可以安装在电脑上使用） 技术栈：Electron + Vue3 + Vite 功能特性： - OpenClaw 服务一键启停与状态监控 -...
AppOOpenClaw
Production-tested workspace template for OpenClaw AI agents. Memory architecture, self-improvement, sub-agent delegat...
ConfigOOpenClaw
Install and run OpenClaw on Android via Termux without root to chat with it on WhatsApp, Telegram, or Discord easily.
AppOOpenClaw
A local knowledge workspace for AI agents(claude code,codex,openclaw,hermes...): organize your files, search them sem...
App
Deliver portable, automated penetration testing with a Kali Linux Live USB powered by OpenClaw for consistent, trace-...
AppOOpenClaw
NordRelay is a secure remote control bridge for coding agents, connecting Codex, Pi, Hermes, OpenClaw and Claude Code...
App
Local-first cross-platform SecOps for OpenClaw, macOS, Linux, and Windows
PlatformOOpenClaw
CoClaw platform — interact with your OpenClaw through CoClaw, even across network isolation
PlatformOOpenClaw
A context engine for OpenClaw — reversible, token-budgeted compression of the live context window.
AppOOpenClaw
Transcript archive of Alex Finn (@AlexFinn/OpenClaw) YouTube videos for AI/RAG use
PlatformOOpenClaw
Local-first AI model router for serious agents. One endpoint for OpenClaw, Codex, Claude Code, Cursor, Ollama, NVIDIA...
App
Manage AI agents, sessions, and models through a modern Vue 3 web console with multi-channel support and real-time sy...
AppOOpenClaw
基于 Karpathy LLM Wiki 模式的个人知识库系统 | TRAE IDE + Obsidian + OpenClaw
PlatformOOpenClaw
A lightweight, file-based A2A (Agent-to-Agent) message bus for multi-agent teams. Zero middleware dependency — CLI pu...
AppOOpenClaw
Cycles budget and action guard for OpenClaw agents
AppOOpenClaw
Give AI agents your real Chrome browser — fully autonomous, no manual tab clicking. Works with OpenClaw, Claude, and...
AppOOpenClaw
Guide for setting up and getting everything the most out of OpenClaw
PlatformOOpenClaw
🦞 IT guides for OpenClaw deployments — install, secure, dashboard setup
PlatformOOpenClaw
Rust CLI tool for migrating OpenClaw from Mac or an existing Cloud provider to a new Cloud provider — with Claude Cod...
Platform
openclaw | zeroclaw | nanoclaw | openfang | nemoclaw | picoclaw | NullClaw | ironclaw | localclaw +🦞
AppOOpenClaw
Deploy and operate self-hosted OpenClaw on AWS, GCP, Azure or your own VM, from the command line or from your agent....
AppOOpenClaw
API relay for your Claude and Codex subscriptions in openclaw, hermes, or your own harness
App
Proof assets (screenshots) for OpenClaw PRs; one release tag per PR
AppOOpenClaw
Enhance OpenClaw with this Chinese translation, auto-syncing official updates within one hour for Windows, macOS,...
AppOOpenClaw
OpenTalon is an open-source platform built from the ground up in Go as a robust alternative to OpenClaw
PlatformOOpenClaw
Open source macOS installer to run local AI on your Mac with LM Studio + OpenClaw
AppOOpenClaw
Your tasks with 99% accuracy using any LLM (Claude, DeepSeek, Codex, Gemini, Hermes, OpenClaw, Cursor).
App