local_fire_departmentHoneystax
search⌘K
loginLog Inperson_addSign Up
layers
HONEYSTAX TERMINAL v1.0
HomeNewsSavedSubmitMethodology
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.

22 featured picks374 builds with real repo pull14 live lanes to scan
833Tracked Builds
2.0MRepo 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

539k ★
Leadopenclaw392k★#2nanobot49k★#3chatgpt-on-wechat42k★#4nanoclaw31k★#5ironclaw13k★#6awesome-openclaw-usecases12k★
Lead builds

buildSkills

6 tracked builds

29k ★
Leadawesome-openclaw-skills22k★#2skillshare2.8k★#3awesome-openclaw-skills-zh1.2k★#4x-research-skill1.2k★#5openclaw-skills1.2k★#6model-hierarchy-skill321★
Lead builds

extensionPlugins

6 tracked builds

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

psychologyMemory Systems

6 tracked builds

67k ★
LeadOpenViking40k★#2memU15k★#3MemOS11k★#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

(83)

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

Type
AllSkillsMCPsPluginsAgentsApps
Time
This weekThis month3 months
Sort
TrendingNewPopularClear

83 signals found

thedotmack/claude-memstar102k

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses...

Plugin
Martian-Engineering/lossless-clawstar4.9k

Lossless Claw — LCM (Lossless Context Management) plugin for OpenClaw

PluginOOpenClaw
CortexReach/memory-lancedb-prostar4.5k

Enhanced LanceDB memory plugin for OpenClaw — Hybrid Retrieval (Vector + BM25), Cross-Encoder Rerank, Multi-Scope Iso...

PluginOOpenClaw
BytePioneer-AI/openclaw-chinastar4.0k

OpenClaw中国插件：支持飞书，钉钉，QQ，企业微信，微信

PluginOOpenClaw
0Chencc/clawgodstar2.2k

ClawGod is a runtime patch applied to the official Claude Code. It continues to be supported with each version update.

PluginClaude CodeClaude Code
DingTalk-Real-AI/dingtalk-openclaw-connectorstar2.1k

Official OpenClaw DingTalk channel plugin | 钉钉官方 OpenClaw 插件

PluginOpenClaw Plugins
kenryu42/cc-safety-netstar1.7k

A pre-execution guard for AI coding agents. It blocks destructive Git and file system commands, plus common attempts...

Plugin
soimy/openclaw-channel-dingtalkstar1.7k

Dingtalk channel plugin for OpenClaw

PluginOOpenClaw
moazbuilds/claudeclawstar1.3k

A lightweight, open-source OpenClaw version built into your Claude Code.

Plugin
mem9-ai/mem9star1.2k

Unlimited memory for OpenClaw

PluginOOpenClaw
tophant-ai/ClawVaultstar1.2k

OpenClaw Security Vault — Atomic "claw" control: every AI reach, within your sight.

PluginOOpenClaw
nicch/openclaw-chinastar1.0k

OpenClaw Chinese IM integrations

PluginOpenClaw Plugins
nicch/openclaw-wechatstar925

Connect OpenClaw to personal WeChat

PluginOpenClaw Plugins
OpenClaw Supermemorystar796

OpenClaw Supermemory lets to have long-term memory and recall for your openclaw agent.

PluginOpenClaw Memory
comet-ml/opik-openclawstar724

🦞 Official plugin for OpenClaw that exports agent traces to Opik. See and monitor agent behaviour, cost, tokens, err...

PluginOOpenClaw
adoresever/graph-memorystar633

Deepseek Harness、Openclaw知识图谱记忆插件。2026年4月受邀发布在清华大学讨论会。Knowledge Graph + Memory；Knowledge Graph Context Engine for Ope...

PluginOOpenClaw
win4r/openclaw-a2a-gatewaystar552

OpenClaw plugin implementing the A2A (Agent-to-Agent) protocol v0.3.0 — bidirectional agent communication gateway

PluginOOpenClaw
itechmeat/open-second-brainstar490

Local-first memory for Hermes Agent that lives in your Obsidian vault and remembers project context. Nightly dr...

Plugin
Arch1eSUN/Arcgenticstar286

Mechanical plan/dev/self-audit/external-audit gates for AI coding agents, with a configurable role-routing topology e...

Plugin
nhevers/MoltBrainstar252

Memory layer for OpenClaw that learns and recalls your project context automatically

PluginOpenClaw Memory
nicch/openclaw-plugin-wecomstar251

Enterprise WeChat AI bot plugin

PluginOpenClaw Plugins
constansino/openclaw_qqstar234

Standalone QQ extension for Moltbot using OneBot v11 protocol

PluginOOpenClaw
yoloshii/ClawMemstar210

On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server + hybrid RAG search.

Plugin
agenticros/agenticrosstar170

ROS plugin for OpenClaw, Claude (Code,Desktop,Dispatch), Codex, Google Gemini, Hermes, MCP, etc.

Plugin
joshuaswarren/openclaw-engramstar125

Local-first memory plugin for OpenClaw AI agents. LLM-powered extraction, plain markdown storage, hybrid search via Q...

PluginOOpenClaw
fiorastudio/buddystar115

A virtual pet companion for your AI — Designed to provide in-context code review feedback with personality. Grow with...

Plugin
TristanBrotherton/openclaw-voice-call-realtimestar105

Give your AI assistant a phone — OpenClaw plugin for real phone calls via Twilio + OpenAI Realtime, with in-call tool...

PluginOOpenClaw
TomLeeLive/openclaw-unity-pluginstar105

A plugin for Openclaw to control the Unity Editor.

PluginOOpenClaw
ProperSAMA/openclaw-napcat-pluginstar84

GitHub project ProperSAMA/openclaw-napcat-plugin

PluginOOpenClaw
ClariSortAi/openclaw-manager-pluginstar82

Claude Code plugin for intelligent OpenClaw installation, configuration, and management

Plugin
crisandrews/ClawCodestar64

Persistent agents for Claude Code as a plugin, not a harness. Memory, personality, messaging across WhatsApp, Telegra...

Plugin
robbyczgw-cla/web-search-plus-pluginstar60

OpenClaw plugin: multi-provider web search (Serper/Google, Tavily, Exa) as native agent tool

PluginOOpenClaw
bruc3van/bruce-doc-converterstar55

为 Claude Code / OpenClaw 添加双向文档转换能力。支持 Word/Excel/PPT/PDF Markdown，导出精美 Word 文档。

Plugin
caochitam/zalo-personalstar52

OpenClaw extension for Zalo Personal Account via zca-js library. Login via QR code, no CLI tools needed. Works with O...

PluginOOpenClaw
hanamizuki/obsidian-skill-graphstar47

Obsidian plugin to visualize agent skill structures (OpenClaw / Claude Code) in graph view

Plugin
goldmar/openclaw-code-agentstar45

A stateful coding agent plugin for OpenClaw

PluginOOpenClaw
imjszhang/js-eyesstar43

Browser Extension for AI Agent like OpenClaw

Plugin
ComposioHQ/openclaw-composio-pluginstar43

Access 1000+ third-party tools in OpenClaw via Composio — Gmail, Slack, GitHub, Notion, Linear, Jira, HubSpot, Salesf...

PluginOOpenClaw
weiyangzen/b3ehivestar37

OpenClaw Skills Plugin

PluginOOpenClaw
ydyangdan/UniPetstar34

Universal desktop pet for hermes/openclaw/DeepSeek-TUI/codex/claude code

Plugin
Z-Bra0/Skistar34

Install AI agent skills from Git into Claude, Codex, Cursor, and OpenClaw with a manifest, lockfile, and shared store

Plugin
JochenYang/minimax-statusstar31

MiniMax token-plan 定制状态栏，显示 token-plan 使用额度、剩余次数、重置时间，支持vscode 底部状态栏显示、openclaw查询、claude code statusline

Plugin
ob-labs/memory-powermemstar29

openclaw(clawdbot) Plugin: give your bot long-term memory with PowerMem—smart extraction, Ebbinghaus recall, multi-ag...

PluginOOpenClaw
a2anet/openclaw-a2a-pluginstar26

OpenClaw A2A protocol community plugin. Send messages and files to other agents over the internet, and allow other pe...

PluginOOpenClaw
Mininglamp-OSS/openclaw-channel-octostar25

OpenClaw channel plugin for Octo

PluginOOpenClaw
openclaw/plugin-inspectorstar25

Offline compatibility inspector for mocking OpenClaw and testing plugins

PluginOOpenClaw
apify/apify-openclaw-pluginstar25

OpenClaw extension integration

PluginOOpenClaw
tommyguolin/openclaw-soulstar22

Soul — Give Your AI Assistant Its Own Inner Life. Autonomous thinking, memory, and self-improvement plugin for OpenClaw

PluginOOpenClaw
MindLab-Research/macaron-artifactsstar21

Token-efficient tsx-based GenUI for Claude Code, Codex, OpenCode, OpenClaw, Hermes.

Plugin
albertbuchard/forgestar21

An OpenClaw plugin for goals, focus, and mental wellbeing

PluginOOpenClaw
JIGGAI/ClawKitchenstar20

OpenClaw control center add-on for ClawRecipes — manage agents, multi-agent teams, agile tasks, goal tracking & cron...

PluginOOpenClaw
mrkhachaturov/hindclawstar20

Production-grade Hindsight memory plugin for OpenClaw — per-agent config, multi-bank recall, IaC bank management

PluginOOpenClaw
BrianHuang813/clawd-actorstar19

Claude Code mod: Clawd acts out what Claude is doing, above the prompt

PluginClaude CodeClaude Code
openclaw/crabpotstar19

Compatibility testbed for OpenClaw community plugins and plugin seams

PluginOOpenClaw
RobertoGongora/openclaw-graphiti-pluginstar18

Temporal knowledge graph memory plugin for OpenClaw — auto-recall & capture via Graphiti + Neo4j

PluginOOpenClaw
alexwoo-awso/openclaw-rocketchatstar18

OpenClaw channel plugin for Rocket.Chat — DDP/REST, DMs, groups, threads, media, multi-account

PluginOOpenClaw
star-ga/mind-memstar18

Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vector hybrid, governance-aware...

Plugin
TomLeeLive/openclaw-godot-pluginstar17

A plugin for Openclaw to control the Godot Editor.

PluginOOpenClaw
cx2002302-lang/zettelkasten-second-memorystar16

An OpenClaw (2026.4/2026.6+) and Hermes Agent plugin that turns AI conversations into a permanent Zettelkasten knowle...

PluginOOpenClaw
calltelemetry/openclaw-linear-pluginstar14

Linear Agent plugin for OpenClaw — webhook-driven AI pipeline with OAuth, multi-agent routing, and issue triage

PluginOOpenClaw
chat4000/chat4000-openclaw-pluginstar14

GitHub project chat4000/chat4000-openclaw-plugin

PluginOOpenClaw
Context4GPTs/sil-openclawstar12

Openclaw plugin for sil shopping

PluginOOpenClaw
gregertw/claude-code-agentstar12

A claude code version of Openclaw for Claude Cowork and as an AWS-hosted agent

Plugin
EESIZ/clawdreamerstar11

Give your AI agent the ability to dream. Nightly memory consolidation modeled after sleep neuroscience.

PluginOOpenClaw
settinghead/voxlertstar11

LLM-generated voice notifications for Claude Code, Cursor, OpenAI Codex, pi, and OpenClaw, spoken by game characters...

Plugin
opencolin/openclaw-nebiusstar11

OpenClaw + Nebius: provider plugin, deployment UI, and Claude Code skill

Plugin
omarshahine/restaurant-clistar10

Pluggable CLI for booking restaurant reservations — Resy today, OpenTable / Tock / SevenRooms next. Both an OpenClaw...

Plugin
inkbox-ai/openclaw-pluginstar10

Inkbox plugin for OpenClaw — adds email, SMS, and voice messaging tools and inbound webhook handling

PluginOOpenClaw
raunakkathuria/buildwrightstar10

Approve intent, ship autonomously. Agent-first autonomous development workflow for Claude Code, OpenCode, and OpenCla...

Plugin
openclaw/kitchen-sinkstar10

Credential-free kitchen-sink OpenClaw plugin fixture covering the public plugin API surface.

PluginOOpenClaw
unicitynetwork/openclaw-unicitystar9

Standalone OpenClaw plugin that gives agents a Unicity wallet and Nostr identity for autonomous payments and agent-to...

PluginOOpenClaw
YuanbaoTeam/yuanbao-openclaw-pluginstar9

GitHub project YuanbaoTeam/yuanbao-openclaw-plugin

PluginOOpenClaw
xDarkicex/openclaw-memory-libravdbstar9

Persistent local memory engine for OpenClaw — replaces default memory-system with a full context lifecycle: hybrid ve...

PluginOOpenClaw
curtismercier/openclaw-modsstar8

Community patches, configs, and power-user mods for OpenClaw — per-agent compaction, context management, and more

PluginOOpenClaw
PostHog/posthog-openclawstar8

PostHog LLM Analytics plugin for OpenClaw

PluginOOpenClaw
OpenAuthority/clawthoritystar8

Clawthority is a policy engine plugin for OpenClaw. It sits between an AI agent and every tool it calls and evaluates...

PluginOOpenClaw
weisser-dev/opencode-remote-telegramstar7

You know controlling an agent tool via Telegram from OpenClaw? Or ask OpenCode from Discord? This is the solution for...

Plugin
vaskesvo5321/Claude-Zeroclawstar7

Run a lightweight daemon that turns your Claude Code into a task scheduler and Telegram assistant without extra API k...

PluginClaude CodeClaude Code
scotthuang/agent-knock-knockstar7

Control local Codex and Claude Code from OpenClaw through shared tmux terminals, with seamless human-agent handoff.

Plugin
codezzium/clawmusestar6

Claude Code plugin that delegates research and test runs to Muse to save Claude tokens

PluginClaude CodeClaude Code
jamiezigelbaum/expert-agentsstar6

Machinery for creating and operating cited expert agents on OpenClaw (plugin + Vertex RAG worker)

PluginOOpenClaw
getaxonflow/axonflow-openclaw-pluginstar6

AxonFlow governance for OpenClaw agents — block dangerous tools, govern MCP access, and keep audit trails for product...

PluginOOpenClaw
Growth-Circle/gc-providerstar6

OpenClaw provider plugin for GrowthCircle.id models

PluginOOpenClaw
add Submit Project