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.

15 featured picks270 builds with real repo pull13 live lanes to scan

621Tracked Builds

1.7MRepo Stars

13Builder 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

525k ★

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

Lead builds

Skills

6 tracked builds

28k ★

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

Lead builds

Plugins

6 tracked builds

17k ★

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

Lead builds

Memory Systems

6 tracked builds

52k ★

LeadOpenViking26k★#2memU14k★#3MemOS10k★#4powermem708★#5OpenClaw Supermemory581★#6MoltBrain363★

Lead builds

Infrastructure

6 tracked builds

81k ★

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

Lead builds

Desktop & Dashboard

4 tracked builds

12k ★

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

OpenClaw board

(27)

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

27 signals found

AionUi

SkillClaude Code Apps

Free, local, open-source 24/7 Cowork app for OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI and 20+...

Featured build30k repo stars9012 builder votes

Go, LLM, TypeScript, React, SQLite, Vite, Bun, JavaScript, Python, Rust, Java, OpenAI, Claude, Anthropic, Ollama, GPT, AWS

Featured buildAlready singled out as one of the stronger builds on the board.

Go, LLM, TypeScript, React, SQLite, Vite, Bun, JavaScript, Python, Rust, Java, OpenAI, Claude, Anthropic, Ollama, GPT, AWS

Free, local, open-source 24/7 Cowork app for OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI and 20+ more CLI | Customize your assistants | Star if you like it!. An open-source skill for the AI coding ecosystem.

super-agent-party

Skill

All-in-one AI companion! Super Agent Party = Self hosted neuro sama + openclaw! 全能AI伴侣！超级智能体派对 = 自托管neuro sama +...

Stack favorite2.5k repo stars246 builder votes

Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

All-in-one AI companion! Super Agent Party = Self hosted neuro sama + openclaw! 全能AI伴侣！超级智能体派对 = 自托管neuro sama + openclaw!

VulnClaw

Skill

基于 AI Agent + MCP 工具链 + 渗透 Skill 编排，配合大语言模型，自然语言输入 → 自动完成「信息收集 → 漏洞发现 → 漏洞利用 → 报告生成」全流程。

Stack favorite2.0k repo stars200 builder votes

Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

OOpenClaw

基于 AI Agent + MCP 工具链 + 渗透 Skill 编排，配合大语言模型，自然语言输入 → 自动完成「信息收集 → 漏洞发现 → 漏洞利用 → 报告生成」全流程。

clawgod

Skill

This is NOT a third-party Claude Code client. ClawGod is a runtime patch applied on top of the official Claude Code....

Stack favorite1.7k repo stars499 builder votes

Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

Claude Code

This is NOT a third-party Claude Code client. ClawGod is a runtime patch applied on top of the official Claude Code. It works with any version — as Claude Code updates, the patch continues to take effect. An open-source skill for the AI coding ecosystem.

user-research-skill

Skill

Cookiy AI Skill for AI agents (Claude, Codex, Cursor, OpenClaw) — end-to-end user research: AI interviews, synthetic...

Stack favorite1.1k repo stars113 builder votes

Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

Cookiy AI Skill for AI agents (Claude, Codex, Cursor, OpenClaw) — end-to-end user research: AI interviews, synthetic users, quant surveys, participant recruitment.

clawsec

Skill

A complete security skill suite for OpenClaw, Hermes, PicoClaw and NanoClaw agents (and variants). Protect your SOUL....

Stack favorite1.1k repo stars106 builder votes

Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

OOpenClaw

A complete security skill suite for OpenClaw, Hermes, PicoClaw and NanoClaw agents (and variants). Protect your SOUL.md (etc') with drift detection, live security recommendations, automated audits, and skill integrity verification. All from one installable suite.

ClawBio

Skill

ClawBio - The first bioinformatics-native AI agent skill library. Local-first. Reproducible. Open. Free.

Stack favorite1.0k repo stars104 builder votes

Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

OOpenClaw

ClawBio - The first bioinformatics-native AI agent skill library. Local-first. Reproducible. Open. Free.

mateclaw

Skill

MateClaw — Your second brain with Multi-Agent Orchestration, MCP Protocol, Skills & Memory, Dream, and Multi-Chann...

Builder signal751 repo stars75 builder votes

Builder signalGetting enough attention to influence how people assemble their stack.

OOpenClaw

MateClaw — Your second brain with Multi-Agent Orchestration, MCP Protocol, Skills & Memory, Dream, and Multi-Channel Support. Built on Spring AI Alibaba.

ok-skills

Skill

Curated AI coding agent skills and AGENTS.md playbooks for Codex, Claude Code, Cursor, OpenClaw, and other SKILL.md-c...

Builder signal449 repo stars45 builder votes

Builder signalGetting enough attention to influence how people assemble their stack.

Curated AI coding agent skills and AGENTS.md playbooks for Codex, Claude Code, Cursor, OpenClaw, and other SKILL.md-compatible tools.

learn-skills.dev

Skill

Curated high-quality AI Agent Skills. Search, install, copy and share. Works with Claude Code, Cursor, OpenClaw, and...

Builder signal185 repo stars19 builder votes

Builder signalGetting enough attention to influence how people assemble their stack.

Curated high-quality AI Agent Skills. Search, install, copy and share. Works with Claude Code, Cursor, OpenClaw, and other AI coding tools.

dotskills

Skill

A curated set of Codex and OpenClaw skills for workflow automation, technical debugging, and agent-assisted develo...

Builder signal97 repo stars10 builder votes

Builder signalGetting enough attention to influence how people assemble their stack.

A curated set of Codex and OpenClaw skills for workflow automation, technical debugging, and agent-assisted development patterns.

ShibaClaw

Skill

Self-hosted security-first AI agent · 28 providers · 11 chat channels · WebUI · 3-level memory · task-schedule · a...

Rising build77 repo stars8 builder votes

Rising buildEarly proof is forming around this project before it turns obvious.

UUniversal

Self-hosted security-first AI agent · 28 providers · 11 chat channels · WebUI · 3-level memory · task-schedule · automation · skills · MCP

AgentOS

Skill

Run agents like a company. AgentOS is the native control plane for OpenClaw — manage agents, tasks, models, context,...

Rising build71 repo stars7 builder votes

Rising buildEarly proof is forming around this project before it turns obvious.

OOpenClaw

Run agents like a company. AgentOS is the native control plane for OpenClaw — manage agents, tasks, models, context, approvals, and runtime visibility from one place.

openclaw-security-news

Skill

A collection of global government warnings, vendor advisories, and news headlines about OpenClaw Security for AI deve...

Rising build32 repo stars3 builder votes

Rising buildEarly proof is forming around this project before it turns obvious.

OOpenClaw

A collection of global government warnings, vendor advisories, and news headlines about OpenClaw Security for AI developers and investors. Updated regularly.

wuyun-liuqi-skills

Skill

五运六气 AI Agent 技能包 — 中医运气学说推算引擎。干支推算 + 六气步移 + RAG五层知识库(104键) + ReAct推理工作流 + 自进化引擎。支持 Claude Code/Codex CLI/Cursor/Clin...

Rising build32 repo stars3 builder votes

Rising buildEarly proof is forming around this project before it turns obvious.

五运六气 AI Agent 技能包 — 中医运气学说推算引擎。干支推算 + 六气步移 + RAG五层知识库(104键) + ReAct推理工作流 + 自进化引擎。支持 Claude Code/Codex CLI/Cursor/Cline/OpenClaw 等 AI 客户端。

claw-hwp

Skill

Read, create & edit Korean Hangul Word Processor (.hwp /.hwpx) documents in Claude — Agent Skill built on rhwp WASM,...

Rising build32 repo stars3 builder votes

Rising buildEarly proof is forming around this project before it turns obvious.

Claude Code

Read, create & edit Korean Hangul Word Processor (.hwp /.hwpx) documents in Claude — Agent Skill built on rhwp WASM, with built-in browser preview. Runs locally, no Hancom Office, no cloud.

openclaw-docs-skill

Skill

自動每日更新, 讓你的LLM有面對openclaw疑難雜症處理的能力。This is an Agent Skill designed for AI coding assistants (like Claude with Antigra...

Rising build31 repo stars3 builder votes

Rising buildEarly proof is forming around this project before it turns obvious.

自動每日更新, 讓你的LLM有面對openclaw疑難雜症處理的能力。This is an Agent Skill designed for AI coding assistants (like Claude with Antigravity). Once installed, the AI assistant gains deep knowledge of OpenClaw and can help you

crabline

Tool

Mock channel server CLI for OpenClaw testing

Rising build29 repo stars3 builder votes

Rising buildEarly proof is forming around this project before it turns obvious.

OOpenClaw

Mock channel server CLI for OpenClaw testing

superbased-observer

Tool

Capture, normalize, and analyze tool-call activity across AI coding assistants (Claude Code, Codex, Cursor, Cline, Co...

Rising build27 repo stars3 builder votes

Rising buildEarly proof is forming around this project before it turns obvious.

Capture, normalize, and analyze tool-call activity across AI coding assistants (Claude Code, Codex, Cursor, Cline, Copilot, OpenCode, OpenClaw, Pi).

fanqie-publisher-skill

Skill

Playwright-powered Fanqie novel publishing skill with guides and thin adapters for OpenClaw, Hermes Agent, Claude Cod...

Early signal16 repo stars2 builder votes

Early signalNew enough that sharp builders can still get ahead of the crowd here.

Playwright-powered Fanqie novel publishing skill with guides and thin adapters for OpenClaw, Hermes Agent, Claude Code, Codex CLI, and Cline.

jarvis

Skill

Self-hosted autonomous AI agent for Linux — multi-LLM, real desktop control (VNC), WhatsApp, RAG knowledge base, sand...

Early signal15 repo stars2 builder votes

Early signalNew enough that sharp builders can still get ahead of the crowd here.

OOpenClaw

Self-hosted autonomous AI agent for Linux — multi-LLM, real desktop control (VNC), WhatsApp, RAG knowledge base, sandboxed security layer, OpenClaw skills

flowwink

Skill

Flowwink is the next gen open source Business Operating System with 300+ skills where Hermes agents, Claude, OpenClaw...

Early signal13 repo stars1 builder vote

Early signalNew enough that sharp builders can still get ahead of the crowd here.

OOpenClaw

Flowwink is the next gen open source Business Operating System with 300+ skills where Hermes agents, Claude, OpenClaws or intenal Flowpilot run CMS, CRM and ERP autonompusly! Help establishing Flowwink as the self hosted, private LLM, open souce agentic BOS alternative!

tale

Skill

The Orchestrator for AI Agents — Connect OpenClaw, Hermes Agent, Claude Code, Codex, Cursor, Gemini CLI, OpenCode, an...

Early signal13 repo stars1 builder vote

Early signalNew enough that sharp builders can still get ahead of the crowd here.

The Orchestrator for AI Agents — Connect OpenClaw, Hermes Agent, Claude Code, Codex, Cursor, Gemini CLI, OpenCode, and Pi. Pool their knowledge, delegate tasks, and build your swarm of agents.

TeslaClawCN

Tool

Self-hosted Tesla Fleet Telemetry runtime and OpenClaw-friendly CLI

Early signal13 repo stars1 builder vote

Early signalNew enough that sharp builders can still get ahead of the crowd here.

OOpenClaw

Self-hosted Tesla Fleet Telemetry runtime and OpenClaw-friendly CLI

openclaw-tool-call-viewer-2026

Tool

Compact web interface for browsing and filtering OpenClaw session tool call history, built for local network deployme...

Early signal10 repo stars1 builder vote

Early signalNew enough that sharp builders can still get ahead of the crowd here.

OOpenClaw

Compact web interface for browsing and filtering OpenClaw session tool call history, built for local network deployment with no dependencies and the current 2026 release.

majia-guanyuan

Skill

观远 BI · 马甲实战版 —— 官方全家桶之上的实战增益层。标准查数/建卡/ETL/数据集 CRUD/指标写路由官方（guancli/guanvis/guanetl/guanwf/guands/guanmetric，6 件），本 s...

Early signal10 repo stars1 builder vote

Early signalNew enough that sharp builders can still get ahead of the crowd here.

观远 BI · 马甲实战版 —— 官方全家桶之上的实战增益层。标准查数/建卡/ETL/数据集 CRUD/指标写路由官方（guancli/guanvis/guanetl/guanwf/guands/guanmetric，6 件），本 skill 专攻官方够不着的硬骨头：ETL 整库治理+10类引擎报错、自定义图表注入+descriptor patch、HTML 看板视觉设计底线（反 AI 味红线+五层验收）、v7 状态机绕过、SuperApp 反向工程、AI-native ADS、餐饮 BI 公式库。Claude Code/OpenClaw/Codex/Hermes 通用 · v3.1.6

openclaw-unity-skill

Skill

for Openclaw letting know Unity skill

Early signal7 repo stars1 builder vote

Early signalNew enough that sharp builders can still get ahead of the crowd here.

OOpenClaw

for Openclaw letting know Unity skill

Submit Project

🦞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

🦞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