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Honeystax/OpenClawOpenClaw

🦞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.

15 featured picks270 builds with real repo pull13 live lanes to scan
621Tracked Builds
1.7MRepo Stars
13Builder Lanes
Read the boardcodeOpen official source
rocket_launch

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.

code GitHubmenu_book Docspackage_2 PyPI
menu_book

Complete Setup Guide

From zero to your own AI assistant — no experience needed

1download

Install Python

You need Python 3.10 or 3.11 — other versions cause issues

  1. 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.

  2. 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

2folder

Set Up a Virtual Environment

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

  1. 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.

  2. 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.

3terminal

Install Open Interpreter

One command — takes about 30 seconds

  1. a

    Install via pip

    pip install open-interpreter

    Make sure your virtual environment is activated first (you should see (interpreter_env) in your prompt).

  2. b

    Verify it installed

    interpreter --version

    You should see a version number. If you get "command not found", try python3 -m interpreter instead.

4key

Set Up Your API Key

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

  1. 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).

  2. 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
  3. 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.

5play_arrow

Your First Run

Try these to see what it can do

  1. a

    Launch it

    interpreter

    You'll see a chat prompt. Type naturally — it understands plain English.

  2. 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.

  3. 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.

6computer

Run Locally — Free & Private

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

  1. a

    Install Ollama

    Download from ollama.com. One-click install on Mac/Windows/Linux.

  2. 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.

  3. 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.

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

7extension

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:

build Skills

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

extension Plugins

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

memory Memory Systems

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

desktop_windows Desktop Apps

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

rocket

Starter Packages

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

desktop_windows

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
code

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
lock

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
group

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
analytics

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
folder_managed

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
auto_awesome

Where OpenClaw is winning

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

Lead builds

hubCore & Alternatives

6 tracked builds

525k ★
Leadopenclaw383k★#2nanobot46k★#3chatgpt-on-wechat42k★#4nanoclaw30k★#5ironclaw13k★#6awesome-openclaw-usecases12k★
Lead builds

buildSkills

6 tracked builds

28k ★
Leadawesome-openclaw-skills22k★#2skillshare2.4k★#3awesome-openclaw-skills-zh1.2k★#4openclaw-skills990★#5x-research-skill939★#6model-hierarchy-skill321★
Lead builds

extensionPlugins

6 tracked builds

17k ★
Leadclawhub9.1k★#2buildwithclaude3.2k★#3dingtalk-openclaw-connector2.1k★#4openclaw-china1.0k★#5openclaw-wechat925★#6openclaw-plugin-wecom251★
Lead builds

psychologyMemory Systems

6 tracked builds

52k ★
LeadOpenViking26k★#2memU14k★#3MemOS10k★#4powermem708★#5OpenClaw Supermemory581★#6MoltBrain363★
Lead builds

dnsInfrastructure

6 tracked builds

81k ★
Lead1Panel36k★#2openfang18k★#3moltworker9.9k★#4ClawWork7.5k★#5ClawRouter6.7k★#6OpenClawInstaller3.0k★
Lead builds

desktop_windowsDesktop & Dashboard

4 tracked builds

12k ★
LeadClawX7.5k★#2clawra2.0k★#3VisionClaw1.6k★#4openclaw-mission-control1.1k★
list

OpenClaw board

(40)

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

Type
AllSkillsMCPsPluginsAgentsApps
Time
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40 signals found

openclawstar
PlatformOpenClaw Core

Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

Featured build383k repo stars114880 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.
UUniversalOpenAI, Go, Bun, Claude, Ruby, Django, Rust, TypeScript, Anthropic, GPT, Docker, pnpm

Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞. An open-source platform for the AI coding ecosystem.

free-claude-codestar
Platform

Use claude code, codex or pi for free from the terminal, IDE, or you phone like OpenClaw (voice supported)

Featured build40k repo stars12027 builder votes
Featured buildAlready singled out as one of the stronger builds on the board.

Use claude code, codex or pi for free from the terminal, IDE, or you phone like OpenClaw (voice supported). An open-source platform for the AI coding ecosystem.

O
open-im-server
App

IM Chat OpenClaw

Stack favorite17k repo stars4957 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
OOpenClaw

IM Chat OpenClaw. An open-source app for the AI coding ecosystem.

O
openclaw-lark
App

飞书官方出品的 OpenClaw 飞书/Lark Channel 插件

Stack favorite2.3k repo stars232 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
OOpenClaw

飞书官方出品的 OpenClaw 飞书/Lark Channel 插件

O
clawsweeper
App

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

Stack favorite1.9k repo stars191 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
OOpenClaw

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

O
u-claw
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

Stack favorite1.7k repo stars166 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
OOpenClaw

🦞 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
mem9
App

Unlimited memory for OpenClaw

Stack favorite1.2k repo stars116 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
OOpenClaw

Unlimited memory for OpenClaw

NadirClaw
App

Open-source LLM router & AI cost optimizer. Routes simple prompts to cheap/local models, complex ones to premium — au...

Builder signal551 repo stars55 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.

Open-source LLM router & AI cost optimizer. Routes simple prompts to cheap/local models, complex ones to premium — automatically. Drop-in OpenAI-compatible proxy for Claude Code, Codex, Cursor, OpenClaw. Saves 40-70% on AI API costs. Self-hosted, no middleman.

O
aminer-daily-paper
App

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

Builder signal476 repo stars48 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClaw

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

O
luci-app-openclaw
App

OpenClaw AI 网关的 OpenWrt LuCI 管理插件。

Builder signal297 repo stars30 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClaw

OpenClaw AI 网关的 OpenWrt LuCI 管理插件。

O
openclaw.ai
App

Website of openclaw.ai

Builder signal296 repo stars30 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClaw

Website of openclaw.ai

O
nextclaw
App

NextClaw: Your omnipotent personal assistant, residing above the digital realm. Basically Ultra-Lightweight OpenClaw...

Builder signal216 repo stars22 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClaw

NextClaw: Your omnipotent personal assistant, residing above the digital realm. Basically Ultra-Lightweight OpenClaw Pro Max.

O
openclaw-setup
App

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

Builder signal183 repo stars18 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClaw

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

Artemis
App

破限本地AI女友后宫，openclaw/claude code+画图语音向量数据库+live2D+桌宠+酒馆角色卡导入+前端，QQ+Telegram双通道，8G显存可跑uncensored Fully offline AI gir...

Builder signal171 repo stars17 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.

破限本地AI女友后宫，openclaw/claude code+画图语音向量数据库+live2D+桌宠+酒馆角色卡导入+前端，QQ+Telegram双通道，8G显存可跑uncensored Fully offline AI girlfriends harem Openclaw/Claude code+Local LLM+GPT-SoVITS+ComfyUI image+Live2D+desktop pet+SilllyTavern Character card import+frontend | Dual channels for QQ & Telegram | Dynamic 8G VRAM scheduling+mem0 qdrant, can run offline

O
OpenClawCVEs
App

Tracking OpenClaw CVEs

Builder signal164 repo stars16 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClaw

Tracking OpenClaw CVEs

O
docs
App

OpenClaw docs + translation

Rising build75 repo stars8 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
OOpenClaw

OpenClaw docs + translation

O
OpenVision
App

Open-source iOS app connecting Meta Ray-Ban smart glasses to AI — 5 backends (on-device MLX models, Apple Intelligenc...

Rising build64 repo stars6 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
OOpenClaw

Open-source iOS app connecting Meta Ray-Ban smart glasses to AI — 5 backends (on-device MLX models, Apple Intelligence, OpenAI, Gemini Live, OpenClaw), on-device neural voice, face recognition & live web search. Private and offline-capable.

O
ohmyclaw
App

OpenClaw Plan→Work→Review workflow engine with model routing

Rising build61 repo stars6 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
OOpenClaw

OpenClaw Plan→Work→Review workflow engine with model routing

EasyAIConfig
Config

简单安装配置OpenClaw 龙虾 Codex ClaudeCode等工具

Rising build55 repo stars6 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.

简单安装配置OpenClaw 龙虾 Codex ClaudeCode等工具

O
openclaw-napcat
App

适用于openclaw的napcat插件

Rising build43 repo stars4 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
OOpenClaw

适用于openclaw的napcat插件

O
homebrew-tap
App

Homebrew tap for openclaw

Rising build42 repo stars4 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
OOpenClaw

Homebrew tap for openclaw

O
clawrouter
Platform

ClawRouter API gateway and provider router for OpenClaw services

Rising build32 repo stars3 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
OOpenClaw

ClawRouter API gateway and provider router for OpenClaw services

O
openclaw-rtt
App

RTT timing measurements across OpenClaw npm releases.

Rising build29 repo stars3 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
OOpenClaw

RTT timing measurements across OpenClaw npm releases.

O
reachy-claw
App

Sub-200ms voice assistant for Reachy Mini — powered by sherpa-onnx and OpenClaw

Rising build28 repo stars3 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
OOpenClaw

Sub-200ms voice assistant for Reachy Mini — powered by sherpa-onnx and OpenClaw

O
herd
App

Built for OpenClaw swarms! Intelligent Ollama router with GPU awareness

Rising build26 repo stars3 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
OOpenClaw

Built for OpenClaw swarms! Intelligent Ollama router with GPU awareness

O
openclaw-infra
App

Secure self-hosted OpenClaw deployment on Hetzner Cloud with Tailscale

Early signal21 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClaw

Secure self-hosted OpenClaw deployment on Hetzner Cloud with Tailscale

O
openclaw-miniqmt-bridge
App

openclaw-miniqmt-bridge V0.0.1

Early signal16 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClaw

openclaw-miniqmt-bridge V0.0.1

O
Farplane-UI
App

Openclaw for running companies

Early signal12 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClaw

Openclaw for running companies

O
openclaw-basecamp
App

OpenClaw Basecamp channel

Early signal9 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClaw

OpenClaw Basecamp channel

O
kali-openclaw-usb
App

Deliver portable, automated penetration testing with a Kali Linux Live USB powered by OpenClaw for consistent, trace-...

Early signal9 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClaw

Deliver portable, automated penetration testing with a Kali Linux Live USB powered by OpenClaw for consistent, trace-free security assessments.

O
OpenCLAW-2
App

OpenCLAW-2

Early signal9 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClaw

OpenCLAW-2

O
OpenClaw_Termux
App

Install and run OpenClaw on Android via Termux without root to chat with it on WhatsApp, Telegram, or Discord easily.

Early signal8 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClaw

Install and run OpenClaw on Android via Termux without root to chat with it on WhatsApp, Telegram, or Discord easily.

O
alex-finn-transcripts
Platform

Transcript archive of Alex Finn (@AlexFinn/OpenClaw) YouTube videos for AI/RAG use

Early signal8 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClaw

Transcript archive of Alex Finn (@AlexFinn/OpenClaw) YouTube videos for AI/RAG use

O
OpenClawChineseTranslation
App

Enhance OpenClaw with this Chinese translation, auto-syncing official updates within one hour for Windows, macOS,...

Early signal7 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClaw

Enhance OpenClaw with this Chinese translation, auto-syncing official updates within one hour for Windows, macOS, and Linux users.

O
Kova
App

OpenClaw runtime validation lab

Early signal7 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClaw

OpenClaw runtime validation lab

O
OpenClawIT
Platform

🦞 IT guides for OpenClaw deployments — install, secure, dashboard setup

Early signal7 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClaw

🦞 IT guides for OpenClaw deployments — install, secure, dashboard setup

O
ClawSpan
App

保护openclaw并能将它的能力向宿主延展的项目

Early signal7 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClaw

保护openclaw并能将它的能力向宿主延展的项目

wewrite
App

Automate公众号文章创作：抓热点、选题、写作、配图、排版并推送草稿箱，支持 Claude Code 和 OpenClaw

Early signal6 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Automate公众号文章创作：抓热点、选题、写作、配图、排版并推送草稿箱，支持 Claude Code 和 OpenClaw

O
gitclaw
App

gitclaw

Early signal6 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClaw

gitclaw

O
openclaw-event
Platform

Guide for setting up and getting everything the most out of OpenClaw

Early signal6 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClaw

Guide for setting up and getting everything the most out of OpenClaw

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