local_fire_departmentHoneystax
search⌘K
loginLog Inperson_addSign Up
layers
HONEYSTAX TERMINAL v1.0
HomeNewsSavedSubmitMethodologyPrivacy
workspace_premiumRanked stack board
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.

24 featured picks387 builds with real repo pull14 live lanes to scan
986Tracked Builds
1.9MRepo Stars
14Builder 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

541k ★
Leadopenclaw394k★#2nanobot50k★#3chatgpt-on-wechat42k★#4nanoclaw31k★#5ironclaw13k★#6awesome-openclaw-usecases12k★
Lead builds

buildSkills

6 tracked builds

29k ★
Leadawesome-openclaw-skills22k★#2skillshare2.9k★#3awesome-openclaw-skills-zh1.2k★#4x-research-skill1.2k★#5openclaw-skills1.2k★#6model-hierarchy-skill321★
Lead builds

extensionPlugins

6 tracked builds

18k ★
Leadclawhub9.5k★#2buildwithclaude3.7k★#3dingtalk-openclaw-connector2.1k★#4openclaw-china1.0k★#5openclaw-wechat925★#6openclaw-plugin-wecom251★
Lead builds

psychologyMemory Systems

6 tracked builds

70k ★
LeadOpenViking41k★#2memU15k★#3MemOS12k★#4OpenClaw Supermemory796★#5powermem771★#6MoltBrain252★
Lead builds

dnsInfrastructure

6 tracked builds

84k ★
Lead1Panel37k★#2openfang18k★#3moltworker9.9k★#4ClawWork8.3k★#5ClawRouter6.6k★#6OpenClawInstaller3.4k★
Lead builds

desktop_windowsDesktop & Dashboard

4 tracked builds

13k ★
LeadClawX7.6k★#2VisionClaw2.5k★#3clawra2.4k★#4openclaw-mission-control1.1k★
list

OpenClaw board

(60)

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

Type
AllSkillsMCPsPluginsAgentsApps
Time
This weekThis month3 months
Sort
TrendingNewPopularClear

60 signals found

Intent-Lab/VisionClawstar2.6k

Real-time AI assistant for Meta Ray-Ban smart glasses -- voice + vision + agentic actions via Gemini Live and OpenClaw

AgentOOpenClaw
AMAP-ML/LongHorizon-Harnessstar1.8k

The long-horizon computer-use harness. Run AI agents across desktop apps and the CLI for extended periods while prese...

Agent
OpenLAIR/dr-clawstar1.2k

A Super AI Lab with massive AI Doctors as Assistants. Best IDE for Research via AI Power.

AgentClaude CodeClaude Code
SAIL-Research-Lab/cheetahclawsstar793

CheetahClaws: Scaling the Harness in Agentic AI

Agent
OpenMinis/iCTRLstar562

An AI-friendly iOS/iPadOS automation testing tool built on XCUITest, but more than a testing tool: agents like Codex,...

Agent
assafelovic/skyllstar249

A tool for autonomous agents like OpenClaw to discover and learn skills autonomously

AgentOOpenClaw
gluk-w/claworcstar242

User-friendly orchestrator for OpenClaw

AgentOOpenClaw
OriginTrail/dkgstar141

OriginTrail Decentralized Knowledge Graph (DKG) — Shared memory for AI agents. Give Hermes, OpenClaw, Claude Code, Co...

Agent
shinonome123/openqqwaifustar99

openqqwaifu 是一个独立运行的 QQ Waifu 控制台与运行时。 它把角色卡、会话记忆、知识库、成员目录、技能系统、模型接入、Web Console，以及 OpenClaw 兼容 skill runtime 都收敛在同一...

AgentOOpenClaw
TristanBrotherton/voicepe-realtimestar95

OpenClaw / Home Assistant voice assistant for the Voice PE — realtime conversation, custom wake words, speaker recogn...

AgentOOpenClaw
eliautobot/my-virtual-worldstar87

A living 3D city for your AI agents, self-hosted. Bring OpenClaw and Hermes agents, connect a Grok Bot, or build agen...

AgentOOpenClaw
clawboo/clawboostar81

An open-source studio for teams of AI agents, from marketing squads to dev teams to research crews. Deploy a team, th...

AgentOOpenClaw
nl8590687/lemonclawstar58

LemonClaw, an open-source, universal AI digital employee agent

Agent
next-open-ai/openclawxstar56

a simple openclaw desktop u

AgentOOpenClaw
DannylydST/sorftime-seller-agentstar43

Free AI-powered Amazon product research & marketplace intelligence. Hidden Profit Index — Sorftime's algorithm for ov...

Agent
Ramsbaby/openclaw-self-healingstar40

AI-powered self-healing system for OpenClaw Gateway • 4-tier autonomous recovery • macOS & Linux

Agent
romanklis/openclaw-containedstar32

TaskForge Platform runs AI agents in sandboxed Docker containers with capability-based security. Agents start with mi...

AgentOOpenClaw
bytemines/myceliumstar31

Universal AI Tool Orchestrator - Sync skills, MCPs, and memory across Claude Code, Codex, Gemini CLI, OpenCode, OpenC...

Agent
Razzleberryss/AstroTickstar24

Trade Bitcoin prediction markets on autopilot with this automated Kalshi trading bot in Python — targets BTC Up/Do...

Agent
Ramsbaby/jarvisstar20

Frozen reference snapshot (Oct 2026) of a self-hosted AI operations stack — Discord bot + RAG + automation scripts on...

AgentClaude CodeClaude Code
AlekseiUL/heisenberg-teamstar17

Production-ready multi-agent AI system: 8 specialized agents with self-healing, crash recovery, and Board-First coord...

AgentOOpenClaw
gpdir16/tabyAgentstar17

A more autonomous, more persistent, and easier alternative to OpenClaw/Hermes. Give it a task and it will carry it...

Agent
Eliav2/openclaw-openwebui-integrationstar15

Chat with your OpenClaw agents from Open WebUI and watch them work: tool calls as cards, questions as dialogs, sub-ag...

AgentOOpenClaw
ge4sis/cl0wstar14

cl0w - ZeroClaw - Zero Hassle, Zero Weight, Zero Fee alternative to OpenClaw based on Local LLM. Not just a chatbot,...

Agent
0xclaw-ai/0xClawstar14

[EMNLP 2026] The first autonomous hackathon agent stop assisting and start competing ( Hackathon Champion Project).

AgentOOpenClaw
AidaShika/personal-agent-dossierstar13

Move a personal AI agent between platforms without losing its job, memory, or schedules. A neutral dossier format wit...

AgentOOpenClaw
gopivikranth28/DATACLAW-AGENTstar13

A personal data scientist that runs on mac mini built ontop of openclaw; Dataclaw =Openclaw+Gbrain+Custom data-scienc...

AgentOOpenClaw
Kxrbx/Clawletstar13

A lightweight AI agent framework with identity awareness inspired by OpenClaw, aimed to be very simple to set up a...

Agent
aetna000/atmemstar13

Local-first, auditable memory for AI agents, with governed retrieval, delegated context delivery, and verifiable exec...

AgentOOpenClaw
lkcair/yfinance-aistar12

World's first AI-powered Yahoo Finance integration. 68 tools for stocks, ETFs, crypto, forex and commodities: prices,...

AgentOOpenClaw
jaisharmz/dexterstar11

A personal agent OS you can run yourself: Discord is the interface, a folder is the filesystem, OpenClaw is the kerne...

Agent
Agnuxo1/OpenCLAW-Autonomous-Multi-Agent-Scientific-Research-Platformstar10

OpenCLAW is an ambitious open-source project that transforms the OpenClaw personal AI assistant framework into a full...

AgentOOpenClaw
EthanChan050430/Saki-AIstar10

Saki AI Agent is a desktop AI assistant that runs on your personal computer. Designed to be lightweight and portable,...

Agent
alphaparkinc/openclaw-genpark-alpha-quantstar10

AI-powered stock data analysis with fundamental insights and automated trade execution triggers via GenPark protocol.

AgentOOpenClaw
JeroenCorthout/TheMachinestar10

A private signals inbox for OpenClaw: reviews your email, chat and phone notifications into suggestion cards, and fin...

AgentOOpenClaw
alphaparkinc/openclaw-genpark-channel-auditorstar9

Comprehensive YouTube channel analysis: researches background, creates data visualizations, and generates execution p...

AgentOOpenClaw
alphaparkinc/openclaw-genpark-signal-aggregatorstar9

Automatically filters and aggregates AI news, extracts article data, and produces actionable commercial intelligence.

AgentOOpenClaw
alphaparkinc/openclaw-genpark-mission-briefstar9

Generates professional project reports by combining data from Sheets and Notion, analyzing insights for stakeholders.

AgentOOpenClaw
alphaparkinc/openclaw-genpark-dispute-resolverstar9

Automatically categorizes customer complaint emails and generates legally-binding resolution drafts via the protocol.

AgentOOpenClaw
AlekseiUL/heisenberg-team-GPTstar9

Production-style OpenClaw multi-agent team template with 8 agents, bilingual docs, setup wizard, and GitHub-ready com...

AgentOOpenClaw
AlekseiUL/openclaw-to-hermes-migration-kitstar9

A safety-first toolkit for migrating OpenClaw-style agent setups into Hermes Agent.

AgentOOpenClaw
Alpha-Park/openclaw-genpark-dispute-resolverstar8

Automatically categorizes customer complaint emails and generates legally-binding resolution drafts via the protocol.

AgentOOpenClaw
Alpha-Park/openclaw-genpark-channel-auditorstar8

Comprehensive YouTube channel analysis: researches background, creates data visualizations, and generates execution p...

AgentOOpenClaw
Alpha-Park/openclaw-genpark-signal-aggregatorstar8

Automatically filters and aggregates AI news, extracts article data, and produces actionable commercial intelligence.

AgentOOpenClaw
Alpha-Park/openclaw-genpark-mission-briefstar8

Generates professional project reports by combining data from Sheets and Notion, analyzing insights for stakeholders.

AgentOOpenClaw
Alpha-Park/openclaw-genpark-alpha-quantstar8

AI-powered stock data analysis with fundamental insights and automated trade execution triggers via GenPark protocol.

AgentOOpenClaw
BetaStreetOmnis/teamclawstar8

TeamClaw：自托管的企业级 OpenClaw 团队工作台。对话驱动执行 + 需求/项目治理，一键生成 PPT/报价/巡检单/原型；内置 OpenClaw Ops（网关探测/同步/频道插件技能管理）。

AgentOOpenClaw
William-Trader/naked-k-analysisstar7

裸K/价格行为分析机器人：拉 Binance K线 → LLM 按固定框架判读 → OpenClaw 定时推送简报到 QQ 群。 | Naked-K / price-action analyst bot: Binance K-line...

AgentOOpenClaw
Load more expand_more48/60
add Submit Project