Fastest-growing GitHub repo ever - 9K to 195K stars in 66 days (18x faster than Kubernetes)
The most comprehensive, curated collection of OpenClaw resources, hosting guides, cost comparisons, security hardening, skills, tutorials, and community links.
OpenClaw (formerly Clawdbot → Moltbot) is a free, open-source autonomous AI agent created by Peter Steinberger (@steipete). It runs on your own hardware, connects to 10+ messaging platforms (WhatsApp, Telegram, Slack, Discord, Signal, iMessage, Google Chat, Microsoft Teams, Matrix, Zalo), and orchestrates AI agent workflows with persistent memory and 24/7 operation.
- What is OpenClaw?
- Name History
- System Requirements
- Quick Start (1 Minute)
- Setup Methods (1-10 Minutes)
- Hosting Providers Comparison
- Master Cost Comparison Table
- AI Model API Costs
- Total Real-World Cost Examples
- Cloudflare Workers (Moltworker) Deep Dive
- DigitalOcean 1-Click Deploy
- Hetzner Setup Guide
- Hostinger VPS Setup
- Oracle Cloud Free Tier Setup
- Raspberry Pi Setup
- ESP32 Embedded (MimiClaw)
- Docker Deployment
- Security & Hardening
- Configuration
- Integrations & Features
- Performance Benchmarks
- OpenClaw vs Claude Code
- Alternatives & Competitors
- Moltbook (AI Social Network)
- Skills & Plugins
- Browser Automation
- Real-World Use Cases
- Current OpenClaw Operating Patterns
- Tutorials & Guides
- Video Tutorials
- Community
- Media Coverage
- Common Issues & Troubleshooting
- Cost Calculator & Optimization
- Key Contributors
- Related Repositories
- Kubernetes & Helm Charts
- PicoClaw (RISC-V / Ultra-Lightweight)
- Courses & Learning Platforms
- Enterprise Considerations
- China & Global Adoption
- Latest Releases
Current maintenance note: this README keeps the original comprehensive awesome-list format while being maintained from current OpenClaw docs, upstream source, public ecosystem repos, and contributor PRs. New resources should be added to the end of the most relevant section with neutral descriptions and source links.
OpenClaw is an agentic AI interface that:
- Runs locally on your own hardware (Mac Mini, VPS, Raspberry Pi, ESP32-S3, or serverless)
- Connects to 10+ messaging platforms simultaneously
- Has persistent memory across sessions (saves files, breadcrumbs, chat histories)
- Handles tasks spanning hours or days without losing context
- Operates 24/7 autonomously focusing on automation and integration
- Supports 5,700+ community-built skills via ClawHub
- Works with multiple AI providers (Anthropic, OpenAI, Google, OpenRouter, DeepSeek, local LLMs)
- Features voice assistant, browser automation, home automation, and cron scheduling
| Layer | Purpose |
|---|---|
| Gateway | Central control plane - message routing, sessions, plugins, tool execution policy |
| Channels | Adapters normalizing Telegram/WhatsApp/Discord/iMessage into standard message shapes |
| Routing + Sessions | Determines which agent handles specific conversations |
| Agent Runtime | Processes context, calls model providers, streams responses, requests tools |
| Tools | Capabilities - web fetch, browser control, command execution, device pairing |
| Surfaces | Interaction points - chat apps, web dashboard, macOS menu bar, Live Canvas |
| Date | Name | Reason |
|---|---|---|
| Nov 2025 | Clawdbot | Original name at launch |
| Jan 27, 2026 | Moltbot | Anthropic trademark complaint (similarity to "Claude") |
| Jan 30, 2026 | OpenClaw | Final rebrand, community vote |
When the team dropped the @clawdbot Twitter handle to transition to @moltbot, professional "handle snipers" immediately grabbed it. Scammers used the hijacked account to launch a fake CLAWD token on Solana.
| Component | Requirement |
|---|---|
| OS | macOS 11+ / Ubuntu 22.04+ / Windows (WSL2) |
| Runtime | Node.js 22+ |
| RAM | 2 GB (may crash during onboarding) |
| CPU | 2 cores |
| Storage | 10 GB SSD |
| Network | Stable internet connection |
| Component | Requirement |
|---|---|
| RAM | 4-8 GB (cloud models) / 16-24 GB (local LLMs) |
| CPU | 2-4 cores |
| Storage | 30-50 GB SSD |
| GPU | 12-24 GB VRAM (for local model inference) |
npm install -g openclaw@latest
openclaw onboard --install-daemon
openclaw gateway --port 18789 --verboseThat's it. The wizard walks you through API key setup, channel configuration, and security settings.
| Method | Time | Difficulty | Best For |
|---|---|---|---|
| Agent37 | 30 sec | Easy | Cheapest managed ($0.99/mo) |
| SimpleClaw | 1 min | Easy | Non-technical users |
| npm install | 1 min | Easy | Developers with Node.js |
| DigitalOcean 1-Click | 2 min | Easy | Quick cloud deploy |
| Railway Template | 2 min | Easy | PaaS users |
| Zeabur | 1 min | Easy | Docker auto-deploy |
| Docker | 5 min | Medium | Isolation & reproducibility |
| Cloudflare Workers | 5 min | Medium | Serverless enthusiasts |
| xCloud Managed | 5 min | None | Full managed hosting |
| Kimi Claw | Instant | None | Browser-native OpenClaw in kimi.com, 5K+ skills, 40 GB storage |
| Molty by Finna | 30 sec | None | Multiple Molties, Mission Control, GitHub sync |
| Manual VPS | 10 min | Medium | Full control |
| Raspberry Pi | 10 min | Medium | Low-power, always-on |
| ESP32-S3 (MimiClaw) | 10 min | Medium | Cheapest hardware ($5), pure C, no OS |
| PicoClaw (RISC-V) | 5 min | Easy | Single Go binary, 10 MB RAM, $10 RISC-V board |
| ZeroClaw (Rust) | 2 min | Easy | 3.4 MB binary, <10ms startup, 22+ providers |
| TinyClaw (Shell) | 5 min | Easy | 400 LoC, Claude Code + tmux, self-healing |
| Autobot (Crystal) | 2 min | Easy | 2MB binary, ~5MB RAM, <10ms startup |
| TryClaw.xyz | 1 min | Easy | $9/mo, Cloud deploy |
| ClawHost | Varies | Advanced | Kubernetes-native platform for creating, deploying, and managing OpenClaw bot instances |
| Coolify OpenClaw | 5 min | Medium | Coolify-oriented OpenClaw deployment template and post-deploy checklist |
| coollabsio/openclaw | 5 min | Medium | Automated Docker image for OpenClaw with environment-based web UI and gateway configuration |
| phioranex/openclaw-docker | 5 min | Medium | Pre-built Docker image and install scripts for running OpenClaw without building from source |
| docker-gentkit-openclaw | 5 min | Medium | Docker image and scripts for running OpenClaw with persistent host-mounted state |
| Carapace | 10 min | Medium | Hardened Docker Compose wrapper for OpenClaw with read-only root filesystem, dropped capabilities, and optional isolated browser container |
curl -fsSL https://openclaw.ai/install.sh | bash
openclaw onboard --install-daemonnpm install -g openclaw@latest
# or
pnpm add -g openclaw@latestgit clone https://github.com/openclaw/openclaw.git
cd openclaw
./docker-setup.sh| Platform | Link | Notes |
|---|---|---|
| DigitalOcean | 1-Click Deploy | Security-hardened, pre-configured |
| Railway | Template | Web-based /setup wizard |
| Render | render.yaml | Infrastructure as Code |
| SimpleClaw | simpleclaw.com | Deploy in under 1 minute |
| Zeabur | Template | One-click Docker deploy |
| Northflank | Stack | No server-side terminal needed |
| Lightning.AI | Environment | Browser-based, no local hardware |
| Coolify | Template | Self-hosted PaaS template |
| Elestio | Open Source | Fully managed in < 3 min |
| Provider | Free Resources | Limits | Permanent? | Setup Time | Best For |
|---|---|---|---|---|---|
| Oracle Cloud | 4 ARM CPUs, 24 GB RAM, 200 GB storage, 10 TB/mo | ARM architecture only | Yes (forever) | ~3 hours | Power users wanting $0 hosting |
| AMD Developer Cloud | MI300X GPU (192 GB memory), $100 credits | ~50 hours compute | No (credits) | 30 min | GPU-accelerated local LLMs |
| Google Cloud Run | 180K vCPU-sec, 360K GiB-sec, 2M requests/mo | Cold starts, stateless | Yes | 30 min | Serverless testing |
| Azure Container Apps | 180K vCPU-sec, 360K GiB-sec, 2M requests/mo | Cold starts | Yes | 30 min | Enterprise users |
| Render | Web service (spins down after 15 min) | Slow wake-up (~60s) | Yes | 5 min | Testing only |
| AWS Free Tier | t2.micro (1 vCPU, 1 GB RAM) | 12 months only | No (12 mo) | 15 min | AWS-familiar users |
| Railway | $5 one-time credit | 30 days trial | No | 2 min | Quick testing |
| Provider | Plan | Price/mo | vCPU | RAM | Storage | Bandwidth | Region |
|---|---|---|---|---|---|---|---|
| LumaDock | Basic | $1.99 | 1 | 1 GB | 20 GB SSD | 1 TB | US/EU |
| Vultr | Regular Cloud | $2.50 | 1 | 512 MB | 10 GB | 0.5 TB | 32 locations |
| Vultr | Standard | $3.50 | 1 | 1 GB | 25 GB NVMe | 1 TB | 32 locations |
| Hetzner | CX22 | €3.79 (~$4.15) | 2 | 4 GB | 40 GB SSD | 20 TB | EU (DE/FI) |
| Alibaba Cloud | Simple App Server | $4 | 1 | 1 GB | Varies | Varies | 19 regions |
| Contabo | Cloud VPS S | $4.95 | 4 | 8 GB | 50 GB SSD | Unlimited | US/EU/Asia |
| Hostinger | KVM 1 | $4.99 | 1 | 4 GB | 50 GB NVMe | 4 TB | Global |
| Linode | Shared 1GB | $5 | 1 | 1 GB | 25 GB | 1 TB | Global |
| Vultr | High-Performance | $6 | 1 | 1 GB | 25 GB NVMe | 2 TB | 32 locations |
| DigitalOcean | Basic Droplet | $6 | 1 | 1 GB | 25 GB | 1 TB | Global |
| Hetzner | CX32 | €6.80 (~$7.45) | 4 | 8 GB | 80 GB SSD | 20 TB | EU (DE/FI) |
| Contabo | Cloud VPS M | $7.95 | 4 | 8 GB | 200 GB SSD | Unlimited | US/EU/Asia |
| Kamatera | Custom | $4+ | Custom | Custom | Custom | Pay-as-you-go | Global |
| Zap-Hosting | VPS | Varies | Varies | Varies | Varies | Varies | EU |
| BoostedHost | OpenClaw VPS | Varies | Varies | Varies | Varies | Varies | Global |
| Provider | Plan | Price/mo | vCPU | RAM | Storage | Notes |
|---|---|---|---|---|---|---|
| DigitalOcean | Premium Droplet | $7 | 1 | 1 GB | 25 GB NVMe | 1-Click Deploy available |
| DigitalOcean | Standard 2GB | $12 | 1 | 2 GB | 50 GB | Recommended for OpenClaw |
| Hostinger | KVM 2 | $6.99 | 2 | 8 GB | 100 GB NVMe | Best Hostinger value |
| GCP | e2-medium | ~$12 | 2 | 4 GB | 30 GB SSD | $300 free credit (90 days) |
| Azure | B1ms VM | ~$15 | 1 | 2 GB | 32 GB | Enterprise compliance |
| Linode | Dedicated 4GB | $36 | 2 (dedicated) | 4 GB | 40 GB | Consistent performance |
| Platform | Starting Price | Free Tier? | Persistent Storage | Auto-Scale | Notes |
|---|---|---|---|---|---|
| Cloudflare Workers | $5/mo (paid plan) | 100K req/day (free) | R2 ($0.015/GB/mo) | Yes | Moltworker PoC |
| Railway | $5/mo (Hobby) | $5 credit trial | Yes (volumes) | Yes | Best PaaS UX |
| Render | $7/mo (web service) | Free w/ limits | Yes (disks) | Yes | YAML IaC |
| Fly.io | Pay-as-you-go | None | Yes (volumes) | Yes | Global edge |
| AWS Lightsail | $3.50/mo | None | Yes | No | Simple AWS VPS |
| Northflank | Varies | Limited | Yes | Yes | Stack templates |
| Zeabur | Varies | Limited | Yes | Yes | One-click Docker |
| Elestio | Varies | None | Yes | Yes | Fully managed open source |
| Coolify | Self-hosted | Free (self-host) | Yes | No | Open-source PaaS |
| openclaw-azure-template | Azure usage | No | Azure Files | No | Azure Container Instance template with Telegram, Azure OpenAI / Foundry, and runbook docs |
| openclaw-cloudrun | GCP usage | No | PVC / cloud storage | No | Terraform example for sandboxed OpenClaw deployments on Google Cloud infrastructure |
These providers handle ALL the setup for you - no Docker, no terminal, no DevOps required.
| Provider | Price/mo | Setup Time | Specs | What's Included | Promo |
|---|---|---|---|---|---|
| Agent37 | $0.99-3.99 | 30 sec | 2 vCPU, 4-6 GB RAM | Isolated instance, full UI, terminal, SSL | - |
| MyClaw.ai | $9 (was $29) | Instant | 2 vCPU, 4 GB RAM, 40 GB SSD | Auto-updates, backups, web terminal | 69-76% off early bird |
| get-open-claw.com | $9-49 | < 1 min | Varies by plan | OpenClaw Secure, daily backups, health monitoring | Pro includes $10 AI credits |
| EasyClaw | $10+ | 60 sec | Varies | Multi-model, 3+ platforms, zero maintenance | 29 min saved per deploy |
| ClawSimple | $8.25-29.08 | 2-3 min | Varies | Secure cloud, one-click updates (coming) | 20% off with LAUNCH20 |
| xCloud | $24 | 5 min | Managed | Telegram/WhatsApp pre-configured, encrypted backups | 7-day guarantee |
| ClawCloud | $29-129 | < 1 min | 1-2 vCPU, 1-4 GB RAM | All AI models (BYOK), auto-updates, daily backups | 70% off with EARLYBIRD70 |
| SimpleClaw | TBD | < 1 min | Managed | 1-click deploy, model selection | - |
| OpenClaw Cloud | Beta pricing | 5 min | Managed | All AI tokens included, 99.9% uptime, $0 hidden fees | Waitlist open |
| OpenClawd.ai | Free + Premium | Minutes | Managed | Launched Feb 10 - fully managed hosting, one-click deploy, security built-in, free tier available | - |
| Kimi Claw | Allegretto+ | Instant | Browser-native | OpenClaw native in kimi.com - 5,000+ ClawHub skills, 40 GB cloud storage, Yahoo Finance search, BYOC (Bring Your Own Claw) | Beta open |
| Kilo Claw | Pay-as-you-go | < 60 sec | Managed | 500+ models, 50+ platforms, SSO, audit logs | 7 days free compute |
| OpenClaw Hosting | $29+ | 5 min | Managed | Solo/Team/Business tiers, annual billing saves 20% | - |
| Myclawhost | $9-39 | Instant | Managed | Lite ($9), Pro ($19), Max ($39), full lifecycle | One-click deploy |
| Contabo OpenClaw | $4.95+ | Minutes | VPS | Unlimited workflows, full data ownership, predictable pricing | - |
| Molty by Finna | $19-99 | 30 sec | VM-isolated (Fly.io) | Multiple Molties per account, Mission Control (multi-agent coordination), GitHub backup sync, browser automation, auto-updates | 3-day free trial |
| KinthAI | $24.90 | Instant | Multi-tenant | Persistent per-user memory, multi-agent group chat (221 agents tested), agent marketplace, token budget built-in | Free tier available |
| OpenClaw Launch | $20+ | < 1 min | Managed | One-click setup, management UI, multi-instance support | - |
| ClawLaunch | Free (30d) / $9.49 | 60 sec | Varies by plan | Includes AI Credits. Hardened sandbox via gVisor. Free TTS pre-installed (Whisper). | 30-day free trial, 50% revshare affiliate program |
| OpenClaw Setup | $3.9 (Solo) / $6.9 (Trio) | ~2 min | 1 CPU, 3-12 GB RAM | Full UI instance management (LLM providers, env vars, workspace and memory management), Telegram + Slack support, encrypted credentials, allowlist access control, per-model usage analytics | AWESOMEOPENCLAWSETUP (50% off first-time customers) |
| Vessel | $35 | ~5 min | Dedicated VM | Secure, fully managed, zero-ops. VM-level isolation, tunnel-based networking (no exposed ports), automated security updates | - |
| ClawBob | $29-219 | ~3 min | Managed | Hosted OpenClaw agent environment with browser, email account, integrations, EU hosting, and managed setup | - |
| Clawdy | $24+ | < 60 sec | Managed | Browser-based OpenClaw deployment with model selection, auth, SSL, and reverse proxy setup handled | - |
| 1ClickClaw | $49 | < 1 min | 2 vCPU, 2 GB RAM | OpenClaw hosting for Telegram, Discord, and WhatsApp bot deployments | - |
| OctoClaw | $19-59 | Minutes | Managed | OpenClaw-based hosted AI specialist agents for marketing, sales, and support workflows | - |
Hire someone to set it up for you.
| Provider | Price | Type | What's Included |
|---|---|---|---|
| GetClawHelp | $119-229 (one-time) | 1-on-1 video call | VPS setup, LLM config, 10-25 skills, 24/7 uptime |
| GetClawHelp Maintenance | $97/mo | Monthly | Updates, troubleshooting, new skills |
| Fiverr - almaasparvez | $90 | One-time | OpenClaw on AWS VPS, Telegram setup |
| Fiverr - marcos_mark683 | $40 | One-time | OpenClaw installation |
| Upwork - Custom Skills | Varies | One-time | Up to 23 custom skills, testing, step-by-step guide |
| Upwork - Secure Deploy | Varies | One-time | Mac Mini/VPS, sandboxing, human-in-the-loop approval gates |
| Freelancer.com | Varies | One-time | Linux setup, tuning, README |
| OpenClaw Money Playbook | $9.95 | E-book | Guide on monetizing OpenClaw setup services |
| Associates AI | Custom | Managed service | Configures managed OpenClaw teammate agents for SMB sales, support, operations, and engineering workflows |
Business Model Insight: "The move right now is doing free OpenClaw installs, upselling security/skill packages/custom builds. We still make money on a 'free' install because we get an affiliate commission from the hosting company." - @GanimCorey on X
| Provider | Monthly Cost | Setup Time | Difficulty | 1-Click? | Best For |
|---|---|---|---|---|---|
| Oracle Cloud | $0 | 3 hours | Hard | No | Free-forever hosting |
| AMD Dev Cloud | $0 (credits) | 30 min | Medium | No | Free GPU inference |
| Agent37 | $0.99 | 30 sec | None | Yes | Cheapest managed |
| LumaDock | $1.99 | 15 min | Medium | No | Cheapest VPS |
| Vultr | $2.50 | 10 min | Medium | Yes | Global presence |
| Hetzner CX22 | $4.15 | 10 min | Medium | No | Best price/performance |
| Contabo VPS S | $4.95 | 15 min | Medium | No | Unlimited bandwidth |
| Hostinger KVM 1 | $4.99 | 10 min | Easy | Yes | Docker templates |
| Cloudflare Workers | $5 | 5 min | Medium | No | Serverless |
| Railway Hobby | $5 | 2 min | Easy | Yes | Best PaaS experience |
| Linode 1GB | $5 | 10 min | Medium | No | Consistent performance |
| DigitalOcean | $6 | 2 min | Easy | Yes | Best docs + 1-Click |
| Render | $7 | 5 min | Easy | Yes | YAML Infrastructure |
| MyClaw.ai Lite | $9 | Instant | None | Yes | Budget managed |
| DigitalOcean 2GB | $12 | 2 min | Easy | Yes | Recommended production |
| Molty by Finna | $19 | 30 sec | None | Yes | Multi-Molty, Mission Control, GitHub sync |
| xCloud Managed | $24 | 5 min | None | Yes | Full managed hosting |
| ClawCloud Starter | $29 | < 1 min | None | Yes | Premium managed |
| Raspberry Pi 5 | $0/mo | 30 min | Medium | No | Low-power, always-on |
| ESP32-S3 (MimiClaw) | $0/mo | 10 min | Medium | No | Cheapest ($5 chip), no OS |
| PicoClaw (RISC-V) | $0/mo | 5 min | Easy | No | $10 hardware, 10 MB RAM, Go binary |
| ZeroClaw (Rust) | $0/mo | 2 min | Easy | No | 3.4 MB binary, Rust, <10ms startup |
| TinyClaw (Shell) | $0/mo | 5 min | Easy | No | 400 LoC, Claude Code + tmux |
| Autobot (Crystal) | $0/mo | 2 min | Easy | No | 2MB binary, Crystal, <10ms startup |
| Mac Mini | $0/mo | 10 min | Easy | No | Privacy-first, local |
The real cost of running OpenClaw is the AI model API, not infrastructure.
| Provider | Model | Input Cost | Output Cost | Notes |
|---|---|---|---|---|
| Anthropic | Claude 3.5 Haiku | $0.80 | $4.00 | Best budget option |
| Anthropic | Claude 3.5 Sonnet | $3.00 | $15.00 | Best balance |
| Anthropic | Claude Opus 4.5 | $15.00 | $75.00 | Most capable, expensive |
| OpenAI | GPT-4o | $2.50 | $10.00 | Good alternative |
| OpenAI | GPT-4o-mini | $0.15 | $0.60 | Very cheap |
| Gemini 2.0 Flash | $0.10 | $0.40 | Cheapest hosted | |
| Gemini Flash-Lite | Free tier | Free tier | Zero cost option | |
| DeepSeek | DeepSeek V3 | $0.27 | $1.10 | Best value reasoning |
| Moonshot | Kimi K2.5 | $3.00 | $3.00 | Great agentic performance, free built-in provider since v2026.2.6 |
| Grok | Grok 4.1 mini | $0.20 | $0.50 | Budget alternative |
| OpenRouter | Various | Varies | Varies | Unified API for 200+ models |
| Ollama | Any | $0 | $0 | Requires hardware (16 GB+ RAM) |
75x price difference between the most expensive (Claude Opus) and cheapest (Gemini Flash) options.
| Usage Level | Description | Monthly Cost |
|---|---|---|
| Minimal | Few messages/day, Gemini free tier | $0-5 |
| Light | ~50 messages/day, Claude Haiku | $5-15 |
| Moderate | ~200 messages/day, mixed models | $15-50 |
| Heavy | 500+ messages/day, Claude Sonnet | $50-150 |
| Power User | All-day usage, Claude Opus | $150-500+ |
- Use smart model routing - cheap models (Haiku/Flash) for simple tasks, expensive (Sonnet/Opus) for complex
- Enable prompt caching - Anthropic auto-applies 5-min cache, reducing repeat costs
- Use local LLMs via Ollama for zero API cost (requires 16 GB+ RAM)
- Set budget alerts in your AI provider dashboard
- Use OpenClaw Cost Calculator to estimate your spend
| Setup | Infrastructure | API | Total/month | Notes |
|---|---|---|---|---|
| Free Tier Max | Oracle Cloud ($0) | Gemini free ($0) | $0 | Limited but functional |
| Cheapest Managed | Agent37 ($1) | Haiku ($5) | $6 | 30-second setup |
| Ultra Budget | LumaDock ($2) | Haiku ($5) | $7 | Basic personal assistant |
| Budget Managed | MyClaw.ai Lite ($9) | BYOK ($10) | $19 | Zero setup, instant access |
| Sweet Spot | Hetzner CX22 ($4) | Mixed models ($15) | $19 | Best value-to-capability |
| Standard | DigitalOcean ($12) | Sonnet ($40) | $52 | Production-ready |
| Managed Easy | xCloud ($24) | Mixed ($30) | $54 | Zero technical setup |
| Cloudflare | Workers ($5+$30) | Mixed ($20) | $55 | Serverless architecture |
| Local LLM | Raspberry Pi 5 ($0/mo) | Ollama ($0) | $0 | After $80 hardware purchase |
| Embedded | ESP32-S3 ($0/mo) | Claude API ($5) | $5 | After $5 hardware purchase (MimiClaw) |
| PicoClaw | RISC-V board ($0/mo) | Gemini/Claude ($5) | $5 | After $10 hardware purchase (PicoClaw) |
| Power User | DigitalOcean ($24) | Opus ($200) | $224 | Heavy professional use |
| Extreme | Dedicated ($50) | All models ($573) | $623 | One developer's real report |
Moltworker is Cloudflare's official adaptation of OpenClaw for Workers.
- Container: Sandbox (standard-1: 1/2 vCPU, 4 GiB RAM, 8 GB disk)
- Storage: R2 for persistence (auto-sync every 5 minutes)
- Auth: Cloudflare Access (Zero Trust) + gateway token + device pairing
- Status: Proof-of-concept (not an official Cloudflare product)
git clone https://github.com/cloudflare/moltworker.git
cd moltworker && npm install
npx wrangler secret put ANTHROPIC_API_KEY
export MOLTBOT_GATEWAY_TOKEN=$(openssl rand -hex 32)
npx wrangler secret put MOLTBOT_GATEWAY_TOKEN
npm run deployAccess: https://your-worker.workers.dev/?token=YOUR_GATEWAY_TOKEN
| Component | Monthly Cost |
|---|---|
| Workers Paid Plan | $5.00 |
| Memory (~4 GiB) | ~$26.00 |
| CPU | ~$2.00 |
| Disk (8 GB) | ~$1.50 |
| Total | ~$34.50 |
Set
SANDBOX_SLEEP_AFTER=10mfor infrequent use to reduce costs significantly.
- Cannot support Telegram bots (requires persistent connection for long-polling)
- Containers hibernate when not receiving HTTP requests
- Use VPS deployment for Telegram integration
- GitHub - cloudflare/moltworker
- Blog - Introducing Moltworker
- openclaw-nearai-worker - Worker for hosting OpenClaw in NEAR AI Cloud.
The fastest path to a production OpenClaw instance.
- Go to DigitalOcean Marketplace
- Click "Create OpenClaw Droplet"
- Choose $12/mo plan (2 GB RAM recommended)
- Select region, SSH key
- Deploy (ready in ~90 seconds)
Pre-configured: OpenClaw 2026.1.24-1, Docker isolation, unique gateway token, security-hardened, Caddy HTTPS.
- DigitalOcean Blog - Introducing OpenClaw
- Technical Deep Dive - Security Hardening
- Tutorial - How to Run OpenClaw
Best price-to-performance ratio for OpenClaw hosting.
| Plan | Price/mo | vCPU | RAM | Storage | Bandwidth |
|---|---|---|---|---|---|
| CX22 | €3.79 | 2 | 4 GB | 40 GB SSD | 20 TB |
| CX32 | €6.80 | 4 | 8 GB | 80 GB SSD | 20 TB |
| CAX11 (ARM) | €3.79 | 2 | 4 GB | 40 GB | 20 TB |
ssh root@your-server-ip
curl -fsSL https://deb.nodesource.com/setup_22.x | bash -
apt-get install -y nodejs
npm install -g openclaw@latest
openclaw onboard --install-daemon
ufw allow ssh && ufw allow 443/tcp && ufw enable- Hetzner - OpenClaw Docs
- Deploy with Pulumi + Tailscale
- openclaw-terraform-hetzner - Terraform modules for provisioning OpenClaw on Hetzner Cloud.
| Plan | Price/mo | vCPU | RAM | Storage | Bandwidth |
|---|---|---|---|---|---|
| KVM 1 | $4.99 | 1 | 4 GB | 50 GB NVMe | 4 TB |
| KVM 2 | $6.99 | 2 | 8 GB | 100 GB NVMe | 8 TB |
| KVM 4 | $10.99 | 4 | 16 GB | 200 GB NVMe | 16 TB |
Renewal prices are ~2x. Lock in annual pricing.
Truly free forever - 4 ARM cores, 24 GB RAM, 200 GB storage, 10 TB/month.
curl -fsSL https://deb.nodesource.com/setup_22.x | bash -
apt-get install -y nodejs git
npm install -g openclaw@latest
openclaw onboard --install-daemonCaveats: ARM architecture, high demand (keep retrying), add credit card to prevent account termination.
| Device | Price | RAM | Performance |
|---|---|---|---|
| Pi 5 (8 GB) | $80 | 8 GB | Best choice |
| Pi 5 (4 GB) | $60 | 4 GB | Good budget option |
| Pi 4 (8 GB) | $55 | 8 GB | 2-2.5x slower than Pi 5 |
curl -fsSL https://deb.nodesource.com/setup_22.x | sudo bash -
sudo apt-get install -y nodejs
npm install -g openclaw@latest
openclaw onboard --install-daemonMimiClaw implements OpenClaw's core principles on a $5 ESP32-S3 microcontroller. Written entirely in pure C - no Linux, no Node.js, no server infrastructure needed.
| Spec | Detail |
|---|---|
| Hardware | ESP32-S3 (16 MB flash, 8 MB PSRAM) |
| Cost | ~$5 (chip only) |
| Language | Pure C (ESP-IDF v5.5+) |
| AI Backend | Anthropic Claude API with ReAct agent loop |
| Messaging | Telegram |
| Memory | Persistent local storage (SOUL.md, USER.md, MEMORY.md on flash) |
| Features | Tool use (web search, time), dual-core processing, WebSocket gateway, runtime CLI config |
The smallest and cheapest way to run an OpenClaw-style AI agent - proving the core architecture (agent loop, persistent memory, tool calling, chat integration) can work without an operating system or runtime environment.
git clone https://github.com/openclaw/openclaw.git
cd openclaw && ./docker-setup.shdocker compose run --rm openclaw-cli pairing approve telegram <CODE>
docker compose run --rm openclaw-cli dashboard --no-open
docker compose run --rm openclaw-cli security audit --deep- Docker - OpenClaw Docs
- Running OpenClaw in Docker - Simon Willison
- Docker Guide for Beginners - Medium
- docker-gentkit-openclaw - Docker image and scripts for running OpenClaw with persistent host-mounted state.
- Carapace - Hardened Docker Compose setup for OpenClaw with read-only root filesystem, dropped capabilities, and optional browser isolation.
| CVE | Severity | Description | Fixed In |
|---|---|---|---|
| CVE-2026-24763 | High | Docker PATH Command Injection | v2026.1.29 |
| GHSA-g8p2-7wf7-98mq | Critical (8.8) | gatewayUrl Token Exfiltration (1-click RCE) | v2026.1.29 |
| GHSA-q284-4pvr-m585 | High | sshNodeCommand Injection | v2026.1.29 |
| CVE-2026-25593 | Critical | Unauthenticated Local RCE via WebSocket | v2026.1.30 |
| CVE-2026-25475 | High | Local File Inclusion via MEDIA: Path | v2026.1.30 |
| CVE-2026-25253 | Critical (8.8) | 1-Click RCE via Cross-Site WebSocket Hijacking | v2026.1.29 |
Update immediately to v2026.2.12+ to patch all known vulnerabilities (40+ security fixes).
- Bind to
127.0.0.1only (never0.0.0.0) - over 135,000 exposed instances found online - Use SSH tunnels or Tailscale Serve for remote access
- Use auth profiles (system keychain):
openclaw auth set ANTHROPIC_API_KEY - Configure firewall:
ufw default deny incoming && ufw allow ssh && ufw allow 443/tcp && ufw enable - Use Docker for container isolation
- Run regular audits:
openclaw security audit --deepandopenclaw doctor - Use Composio for managed OAuth (security guide)
~15% of community skills contain malicious instructions
- 341 malicious skills discovered in "ClawHavoc" campaign (Atomic Stealer malware)
- 280+ skills leak API keys and PII (Snyk)
- VirusTotal scanning now integrated
- Always audit skills before installation
| Tool | Description | Source |
|---|---|---|
| ClawSec | Complete security skill suite by Prompt Security | GitHub |
| ClawBands | Security middleware - intercepts tool execution, human-in-the-loop approval for dangerous actions | GitHub |
| ClawGuard | Permission manifests, runtime enforcement, sandboxing, audit logging with hash-chaining | GitHub |
| Claw-Hunter | MDM-ready scripts to detect and monitor shadow OpenClaw agents across macOS/Linux/Windows endpoints | GitHub |
| Aquaman | Credential isolation proxy - API keys never enter the agent process. Stores secrets in Keychain/1Password/Vault/encrypted-file, injects via Unix domain socket. Process-level isolation (not detection/redaction). | GitHub |
| Orchard Kit | Complete alignment and safety architecture - membrane security (Calyx Protocol), continuous trust verification with heartbeat, epistemic hygiene, and defence tools. Includes a ready-to-install OpenClaw skill for agent self-governance. Based on 30 years of cybernetic research | GitHub |
| Clawhatch | Pre-install security scanner - 128 automated checks, scores skills 0-100, runs in <1 second, catches malicious patterns before installation | GitHub |
| OpenClaw Scanner | Enterprise endpoint scanner - detects OpenClaw agents running across corporate networks, identifies exposed instances and misconfigurations | Help Net Security |
| WatchClaw | Linux server hardening and threat-intelligence toolkit with SSH hardening, firewall baseline, Cowrie honeypot, Fail2ban, canaries, and an optional OpenClaw agent mode | GitHub |
| OpenClaw Guardian | Watchdog for OpenClaw Gateway service checks, doctor --fix repair flows, git rollback, daily snapshots, and Discord alerts |
GitHub |
| OpenClaw Hardened | VPS hardening guide and plugin set with configuration auditing, monitoring scripts, and defense-in-depth deployment runbooks | GitHub |
- centminmod/explain-openclaw - Deep security analysis (73 files, multi-AI)
- Cisco - AI Agents Are a Security Nightmare
- Bitdefender - Malicious Skill Trap
- Snyk - 280+ Leaky Skills
- The Register - Security Issues
- SecurityWeek - Hijack OpenClaw AI Assistant
- SoC Radar - CVE-2026-25253 Analysis
- Runzero - OpenClaw RCE Vulnerability
- Depthfirst - 1-Click RCE to Steal Data and Keys
- VirusTotal - From Automation to Infection - 7.1% of ClawHub skills exposed credentials
- Cyera - The OpenClaw Security Saga
- Vectra - When Automation Becomes a Digital Backdoor
- Belgium CCB Advisory
- University of Toronto Advisory
- n8n + OpenClaw Security White Paper - Security analysis of n8n and OpenClaw integration patterns: credential isolation via n8n proxy, webhook hardening, network architecture, and threat modeling for production deployments. Peer-reviewed with multi-model validation. By Dr. Gaurav Caprihan.
- The Calyx Protocol - Permeability-based security model replacing binary allow/deny with membrane architecture. Addresses prompt injection, data exfiltration, and skill poisoning through ethics-weighted signal routing. Derived from the Codex Harmonicae (30 years cybernetic research). By Kimberley Asher.
- Semgrep - OpenClaw Security Engineer's Cheat Sheet - Static analysis rules for detecting insecure OpenClaw configurations, exposed API keys, and risky skill patterns
- OpenClaw Security Practice Guide - Agent-facing hardening guide for OpenClaw deployments, prompt-injection risk, supply-chain review, and high-risk tool boundaries.
| Provider | Config Key | Free Tier? | Notes |
|---|---|---|---|
| Anthropic | ANTHROPIC_API_KEY |
No | Primary, best quality |
| OpenAI | OPENAI_API_KEY |
No | GPT-4, GPT-4o |
GOOGLE_API_KEY |
Yes (Gemini Flash-Lite) | Cheapest hosted | |
| OpenRouter | OPENROUTER_API_KEY |
No | 200+ models unified API |
| DeepSeek | DEEPSEEK_API_KEY |
No | Excellent value |
| Moonshot | MOONSHOT_API_KEY |
No | Kimi K2.5 (great agentic) |
| MiniMax | MINIMAX_API_KEY |
No | M2.1 native support |
| Fireworks AI | Built-in | No | Model hosting |
| Workers AI | Built-in | Yes (limits) | Cloudflare models |
| Ollama | Local | Free | Requires local hardware |
| LM Studio | Local | Free | Requires local hardware |
| vLLM | Local | Free | High-performance inference |
| Channel | Setup | Auth Method | Notes |
|---|---|---|---|
| Telegram | 2 min | BotFather token | Fastest setup, supports Topics for parallel threads |
| 2 min | QR code scan | Separate phone number recommended | |
| Discord | 5 min | Bot application | Developer portal required |
| Slack | 5 min | Bot token (Socket or HTTP mode) | api.slack.com/apps |
| Signal | 5 min | Direct integration | Privacy-focused |
| iMessage | 10 min | BlueBubbles bridge | macOS only |
| Microsoft Teams | 5 min | Enterprise integration | Business users |
| Google Chat | 5 min | Workspace integration | Google Workspace |
| Matrix | 5 min | E2E encryption | Best for privacy |
| Zalo | 5 min | Direct integration | Popular in Vietnam |
| WebChat | Built-in | Gateway token | Browser-based interface |
| WeCom | npm | Bot / app credentials | Tencent WeCom channel plugin |
| npm | WeChat app credentials | Weixin channel plugin | |
| Lark / Feishu | GitHub | Lark / Feishu app credentials | Official Lark/Feishu channel plugin |
| OpenIM | npm | OpenIM credentials | OpenIM channel plugin for OpenClaw gateway |
| DingTalk | GitHub | DingTalk app credentials | DingTalk channel plugin |
| QQ Bot | GitHub | QQ bot credentials | QQ private chat and group channel plugin with rich media and approval support |
| OpenClaw China | GitHub | China IM credentials | Plugin collection for DingTalk, QQ, WeCom, WeChat, and Feishu channels |
| DingTalk Connector | GitHub | DingTalk app credentials | DingTalk connector package for OpenClaw channel setup |
| OpenClaw WeChat | GitHub | WeChat login / bot credentials | Community WeChat channel plugin for connecting OpenClaw to personal WeChat |
| WeChat Channel | GitHub | QClaw or WorkBuddy login | WeChat channel extracted for OpenClaw compatibility |
| WeCom Plugin | GitHub | Enterprise WeChat credentials | Enterprise WeChat plugin with streaming output, agent management, group chat, and allowlist controls |
| OpenClaw-Wechat | GitHub | WeChat / WeCom credentials | Chinese WeChat and Enterprise WeChat integration with streaming output and visual configuration docs |
| Feishu Guide | GitHub | Lark / Feishu app credentials | Community Feishu and Lark setup guide covering webhook and WebSocket channel patterns |
| Tencent WeChat Plugin | GitHub | WeChat login | WeChat channel plugin for OpenClaw with QR-code login authorization and version compatibility notes |
| Telegram Task Silencer | GitHub | Telegram bot token | OpenClaw plugin that suppresses Telegram background-task completion notifications without changing the task registry |
| Customer Bridge | GitHub | WeChat / WeCom credentials | OpenClaw plugin for mapping customer identity across personal WeChat, WeCom, and WeChat Open Platform identifiers |
| OpenClaw Stepfun | npm | Stepfun app credentials | WebSocket channel plugin for connecting Stepfun Bot API messages to OpenClaw |
| Now4real | GitHub | Now4real webhook secret | Live-chat widget channel plugin that routes page chat messages into OpenClaw |
| P2P Portal | GitHub | Portal URL and channel config | P2P Portal channel plugin for OpenClaw with heartbeat and message-deduplication logic |
curl -fsSL https://ollama.com/install.sh | sh
ollama pull llama3.1{ "provider": "openai", "baseUrl": "http://localhost:11434/v1", "model": "llama3.1" }{ "provider": "openai", "baseUrl": "http://localhost:1234/v1", "model": "your-model-name" }{ "provider": "openai", "baseUrl": "http://localhost:8000/v1", "model": "your-model-name" }| Plugin | Source | Features |
|---|---|---|
| openclaw-mcp-plugin | GitHub | HTTP/SSE transport, multi-server, unified interface |
| openclaw-mcp-adapter | npm | Registers MCP tools as native agent tools |
| openclaw-mcp | GitHub | Secure Claude.ai ↔ OpenClaw bridge with OAuth 2.1 authentication |
| openclaw-mcp-server | GitHub | Exposes OpenClaw Gateway tools to Claude Code and MCP clients |
| Feature | Description |
|---|---|
| OpenClaw Voice | Self-hosted browser-based voice chat (Whisper STT + ElevenLabs TTS) |
| Android App | Customizable wake words, long-press home button activation |
| Voice Call Plugin | Telephony via Twilio, Telnyx, Plivo |
| ClawdTalk | Phone calling and SMS for OpenClaw. Call your agent from any phone, with deep tool integration for calendar, Jira, web search, and more. Powered by Telnyx. |
| Always-On Speech | macOS/iOS/Android with ElevenLabs |
- OpenClaw Voice
- VoxClaw - Voice output for OpenClaw from a Mac on the local network.
- openclaw-voice - Browser-based voice chat for assistants using Whisper STT and ElevenLabs TTS.
- openclaw-assistant - Android voice assistant app with wake word and system assistant integration.
- OpenClaw Termux - Android phone install guide with WhatsApp control.
- ClawGPT Android app - Mobile companion app for OpenClaw.
- AnveVoice - Website voice assistant that can navigate pages, fill forms, and complete site actions, with MCP support noted by the provider.
- Voice Call Plugin Docs
- @openclaw/voice-call - Official OpenClaw voice-call plugin package for Twilio, Telnyx, Plivo, and mock call providers.
- ClawdTalk - Phone calls and SMS for OpenClaw agents. Dedicated number, WebSocket client, agentic deep tools. (GitHub | ClawHub)
-
Home Assistant custom add-on with ha-mcp integration
-
Control lights, thermostats, IoT devices via messaging
-
Adjust boilers based on weather forecasts
-
Voice commands through WhatsApp/Telegram
-
ROSClaw - ROS2 integration project for connecting OpenClaw workflows to robotics systems.
-
Gmail: Real-time processing via Pub/Sub, smart filtering, auto-responses
-
Google Calendar: Event creation, viewing, sync, daily briefings
-
Apple Calendar: Via khal/vdirsyncer integration
-
Outlook: Calendar sync and management
-
BotEmail.ai - Instant @botemail.ai email inboxes for AI agents. One API call creates a dedicated inbox with no human setup required. Includes an OpenClaw skill (ClawHub), MCP server, and OpenAI GPT Actions support.
-
Apple PIM Agent Plugin - Native macOS plugin for exposing Calendar, Reminders, Contacts, and Mail workflows to OpenClaw tool registration.
Full suite access: Gmail, Calendar, Drive, Docs, Sheets. All data stays local - never passes through third-party services.
Webhooks: POST to /hooks/wake or /hooks/agent with Bearer token authentication. Hookdeck for secure tunnels with retries.
Cron Jobs: Interval-based (every 30 minutes) or Unix cron expressions (0 9 * * 1). Stored at ~/.openclaw/cron/jobs.json. Exponential retry backoff.
Heartbeat: Agent wakes every 30 min (configurable), reads HEARTBEAT.md, decides if action needed. Different from cron - "check these things periodically" vs "do this specific thing at this time."
- Webhooks Docs
- Cron Jobs Docs
- Heartbeat Docs
- ClawTick - Cloud scheduler for OpenClaw agents with performance monitoring and uptime checks.
A2UI (Agent-to-UI) visual workspace - agent can render real-time UI, charts, and diagrams. Embedded in macOS menu bar app using WKWebView. Borderless, resizable, auto-reloads on file changes.
Configure multiple agents with separate workspaces, personas, auth profiles, and sessions (no cross-talk). Route by channel, phone number, or personality.
- Multi-Agent Docs
- Build Your Own AI Agent Team in 15 Minutes
- Antfarm - Create an OpenClaw agent team from a command-line workflow.
- ClawTeam-OpenClaw - Multi-agent swarm coordination adapted for OpenClaw.
- OpenClaw-RL - Research project for training agents through conversational feedback.
- openclaw-multi-agent-kit - Templates for multi-agent teams, Telegram supergroups, shared context, and bot-to-bot workflows.
- BMAD OpenClaw - Structured development workflow bridge that adapts BMad Method agent roles for OpenClaw.
- openclaw-pm - Project-manager configuration upgrade tool for OpenClaw agents.
- OpenClaw Agents - One-command multi-agent setup with specialized agents, group routing, and safe config merge.
- HiClaw - Collaborative multi-agent OS with human-in-the-loop coordination through Matrix rooms.
- Aurogen - OpenClaw-compatible multi-agent reimplementation with web-panel configuration, dynamic modules, and ClawHub skill import support.
| App | Platform | Status | Features |
|---|---|---|---|
| Menu Bar App | macOS | Available | Pixel lobster icon, voice wake, Canvas panel, TCC permissions |
| Crabwalk | Cross-platform | Available | Open-source companion app (crabwalk.app) |
| iOS/Android | Mobile | Beta | Camera, screen recording, notifications |
| Expo OpenClaw Chat | iOS/Android (Expo) | Available | React Native chat SDK for building native mobile OpenClaw clients |
| OpenClawgotchi | Raspberry Pi | Available | AI Tamagotchi with E-Ink face - agentic life-form hardware |
| VisionClaw | Meta Ray-Ban (iOS) | Available | Voice + vision + agentic actions via Gemini Live + OpenClaw (796 stars) |
| PinchChat | Web (PWA) | Available | Open-source webchat UI with ChatGPT-like interface, live tool calls, multi-session, token tracking, streaming, 8 languages, theming |
| VibeClaw | Web | Available | Runs a full OpenClaw instance entirely in the browser: visual server builder, in-browser sandbox with free AI models, server library with import/export. No install, no server required (source) |
| cc-switch-cli | Cross-platform (CLI/TUI) | Available | All-in-one TUI for managing OpenClaw providers, workspace files, agents, tools, env, and daily memory. Also supports Claude Code, Codex, and Gemini CLI. |
| MobileClaw | Web PWA / iOS | Available | Mobile-first OpenClaw and LM Studio chat UI with streaming, tool call views, inline diffs, sub-agent activity, and embeddable widget mode |
| OpenClaw Termux | Android / Termux | Available | Flutter app and Termux CLI for running OpenClaw Gateway on Android with built-in terminal, web dashboard, and setup controls |
| OpenClaw Android | Android / Termux | Available | Lightweight Termux setup for OpenClaw on Android using a glibc linker path instead of a full Linux proot install |
| WebClaw | Web | Available | Web client for OpenClaw conversations |
| Clawra | Companion skill | Available | OpenClaw companion setup that installs a selfie skill and visual-response workflow for chat platforms |
| HappyClaw | Web | Available | Self-hosted multi-user local AI agent system inspired by OpenClaw-style agent operations |
| CC Switch | Desktop | Available | Tauri desktop manager for OpenClaw and other coding CLIs, with provider switching, MCP and skills management, sessions, and workspace editing. |
| Tool | Type | Features |
|---|---|---|
| openclaw dashboard | Built-in | Gateway info, stats, web UI |
| ClawController | Third-party | Real-time monitoring, task orchestration, agent chat |
| claw-dash | Community | Sessions, tokens, costs, CPU/RAM/disk metrics |
| Mission Control | Community | Convex + React, live logs, task tracking |
| OpenClaw Mission Control | Community | RBAC, Kanban board, War Room, transcripts, Telegram output (37 stars) |
| OpenClaw Studio | Community | Visual agent management with cron jobs, tool extraction, mentions (410 stars) |
| Hawk Eye | Community | Workspace sentinel & operational dashboard |
| ClawTick | Third-party | Performance monitoring, uptime checks, and real-time analytics for OpenClaw instances. |
| Opik OpenClaw | Observability | Exports agent traces to Opik for monitoring cost, tokens, errors, and behavior |
| openclaw-dashboard | Community dashboard | Real-time dashboard with auth, MFA, cost tracking, live feed, and memory browser |
| OpenClaw Control Center | Local dashboard | Local-first dashboard for OpenClaw health, usage, staff, collaboration, tasks, documents, memory, and settings |
| OpenClaw CTL | Management script | Menu-driven macOS, Linux, and Windows script for OpenClaw install, service control, provider setup, plugins, backup, and repair |
| OpenClaw Bot Review | Community dashboard | Lightweight dashboard for reviewing OpenClaw bots, agents, models, and session status |
| OpenClaw Manager | Community dashboard | Web management UI for OpenClaw configuration, service control, logs, and runtime status |
| OpenClaw Nerve | Community cockpit | Web cockpit for voice conversations, workspace files, kanban-style tasks, sub-agent sessions, charts, and usage visibility |
| LobsterBoard | Dashboard builder | Dashboard builder for creating custom OpenClaw monitoring views |
| OpenClaw Office | Community console | Visual monitoring and management frontend for OpenClaw multi-agent systems through the Gateway WebSocket |
| Mission Control GUI | Community dashboard | Browser GUI for monitoring OpenClaw agents, sessions, scheduled jobs, costs, and memory on the host machine |
| OpenClaw Dashboard | Local dashboard | Go-based command center for OpenClaw gateway health, costs, cron jobs, sessions, and sub-agent activity |
| OpenClaw Admin | Admin console | Vue-based web console for OpenClaw Gateway agents, sessions, models, channels, skills, and terminal access |
| Autensa Mission Control | Product workflow console | Self-hosted OpenClaw Gateway product-engine workflow for market research, feature generation, PR creation, and run visibility |
| TenacitOS | Local dashboard | Next.js control center that reads OpenClaw agents, sessions, memory, logs, cron jobs, costs, and workspace files from the local installation. |
| agenttrace | Local TUI | Local-first session inspector for OpenClaw-style and other AI coding-agent logs, showing tokens, estimated cost, tool failures, latency, health, diffs, and CI gates |
| Monitoring OpenClaw | Community dashboard | Dashboard for an OpenClaw infrastructure stack with service status, trading bot status, recent trades, and capital history views |
| OpenClaw Dash | Local macOS dashboard | Local diagnostic toolkit for monitoring OpenClaw Gateway, exporting privacy-masked support reports, and running pre-upgrade health checks |
openclaw config backup
openclaw config restore config-2026-02-01-1600.yaml
# Manual backup
tar -czvf ~/openclaw_backup_$(date +%Y%m%d).tar.gz -C "$HOME" .openclawNever commit
~/.openclaw/to Git (contains secrets).
- Keep My Claw - Encrypted OpenClaw backup and restore service with client-side encryption, scheduled snapshots, and Cloudflare R2 storage.
- soul-upload.com - Encrypted backup storage for OpenClaw workspace artifacts, using local encryption before upload and recovery by URL plus password.
- openclaw-backup - Backup and restore skill for OpenClaw instance migration. Review credential scope before use.
- openclaw-infra - Disaster-recovery bootstrap for exporting OpenClaw settings, versioning infrastructure state, and restoring a server profile.
| Hardware | Tokens/sec | Notes |
|---|---|---|
| RTX 4090 | ~80 t/s | Best GPU performance |
| AMD MI300X | High | 192 GB memory, free credits available |
| Apple M2 Pro 64GB | Good | Large memory pool for bigger models |
| MacBook Air M2 | ~3.2 t/s | CPU-only, usable |
| Typical CPU | ~13.5 t/s | Non-time-critical tasks |
| Oracle ARM (7B) | 5-10 t/s | Free tier, acceptable |
| Raspberry Pi 5 | 2-5 t/s | Slow but works |
| ESP32-S3 (MimiClaw) | Cloud API | No local inference, calls Claude API via Wi-Fi |
| RISC-V (PicoClaw) | Cloud API | 10 MB RAM, single Go binary, 1s boot, $10 board |
| Model Size | RAM Required | GPU VRAM |
|---|---|---|
| 3B (quantized) | 4 GB | 4 GB |
| 7B (quantized) | 8 GB | 8 GB |
| 13B (quantized) | 16 GB | 12-16 GB |
| 70B (quantized) | 64 GB | 48 GB+ |
Bottleneck: Memory bandwidth and VRAM capacity, not CPU speed. Sweet spot: 7B models.
Complementary tools, not competitors. Many engineers run both simultaneously.
| Feature | Claude Code | OpenClaw |
|---|---|---|
| Lives in | Terminal / IDE | Messaging apps |
| Focus | Coding, development | Automation, integration |
| Memory | Session-based | Persistent (24/7) |
| Operation | Interactive | Autonomous |
| Runtime | Per-session | Always-on daemon |
| Integration | Git, tests, dev tools | Email, calendar, messaging, home automation |
| Best for | Multi-file refactoring, tests | Inbox monitoring, reminders, web scraping |
| Alternative | Type | Best For | Key Advantage |
|---|---|---|---|
| Nanobot | Lightweight (4K lines) | Minimalists | 99% smaller codebase, 45 MB RAM, MCP-native |
| PicoClaw | Ultra-lightweight (Go) | Embedded/hardware | 10 MB RAM, $10 RISC-V, single binary, 1s boot |
| Archestra | Enterprise | Security/compliance | MCP registry, A2A, agentic security (3.5K stars) |
| NanoClaw | Security-first | Security-conscious | Isolated Apple containers |
| memU | Memory-focused | Budget users | Local knowledge graph |
| Jan.ai | Offline chat | Privacy absolutists | 100% offline |
| AnythingLLM | Doc-to-chatbot | Knowledge bases | Turn PDFs into chatbots |
| Claude Code | Coding agent | Developers | Best coding assistant |
| Microsoft Copilot | Enterprise AI | Enterprise | Compliance, security |
| eesel AI | Business agent | Help desks | Customer service |
| Emergent | Personal AI | WhatsApp/Telegram | Simpler OpenClaw alternative |
| memU bot | Memory-first agent | 24/7 proactive assistant | Learns habits, acts without commands |
| Knolli.ai | Safe agentic AI | Security-first | Best OpenClaw alternative |
| Dify | LLM app platform | Agents, RAG, MLOps | Best debugging, workflow visualization |
| Langflow | RAG pipelines | Vector stores, MongoDB | MIT licensed, Astra DB native |
| Flowise | Chatbot builder | Rapid development | Prebuilt conversational templates |
| n8n | Workflow automation | Business processes | Visual workflow builder |
| LangBot | Multi-platform bots | IM integration | GitHub |
| LobsterX | Document-related OpenClaw-like agent | Document workflows | Self-hostable (Docker, uv tool), Telegram bot support, lightweight codebase (2-3K LoC) |
| IronClaw | Rust rewrite | Privacy & security | OpenClaw-inspired, built by NEAR AI, Rust-native (1.3K stars) |
| ZeroClaw | Rust ultra-fast | Speed-first users | 3.4 MB binary, <10ms startup, 22+ providers, swappable Rust traits, hybrid SQLite memory |
| TinyClaw | Shell script (400 LoC) | Stability-first | Claude Code + tmux, WhatsApp, heartbeat, cron, self-healing (1.3K stars) |
| Mini-Claw | Minimalist | Subscription users | Uses Claude Pro/Max or ChatGPT Plus directly in Telegram, zero API cost |
| Ralv | 3D agent orchestration | Multi-agent management | StarCraft-like spatial UI for commanding 100+ agents |
| GitClaw | GitHub Actions agent | Serverless | Zero-infra OpenClaw via GitHub Issues & Actions |
| BankrBot Skills | DeFi/crypto agent | Web3 traders | Polymarket, token trading, NFTs, on-chain messaging |
| ClosedClaw | Desktop GUI fork | GTK users | GTK GUI + Ollama integration + enhanced lite mode |
| OpenGlass | Smart glasses | Wearable hardware | Meta Ray-Bans + Gemini Live + OpenClaw real-time AI |
| Scallopbot | Cost-optimized agent | Budget users | Multi-provider routing, budget controls, voice I/O |
| VisionClaw | Smart glasses | Wearable AR | Meta Ray-Ban + Gemini Live + OpenClaw, iOS/Swift (796 stars) |
| PinchChat | Web (PWA) | Available | Open-source webchat UI with ChatGPT-like interface, live tool calls, multi-session, token tracking, streaming, 8 languages, theming |
| Debot | Rust lightweight | Cost-conscious | Rust+Python, auto conversation compaction, smart LLM router |
| NanoClaw (original) | Security-first | Apple container | 500 lines TypeScript, WhatsApp, Anthropic Agent SDK (7K+ stars) |
| Autobot | Crystal ultra-fast | Speed and security oriented users | 2MB binary, ~5MB RAM, <10ms startup |
Created by OpenClaw agent "Clawd Clawderberg" (built by Matt Schlicht, Cofounder of Octane AI).
| Stat | Value |
|---|---|
| Launched | January 28, 2026 |
| Registered AI agents | 1.6M+ |
| Posts & responses | 7.5M+ AI-generated |
| Format | Reddit-style forum for AI agents |
| Human access | Read-only observation |
"Most interesting place on the internet right now" - Fortune
- TechCrunch
- Fortune
- CNBC
- IBM - OpenClaw and the future of AI agents
- Proof of Lobster - Verify if Moltbook profiles are AI-generated, and launch fully on-chain sovereign agents with their own wallets. By Theseus AI Labs. (GitHub)
- URL: clawhub.ai | Skills: 5,705+ | GitHub: openclaw/clawhub
- URL: VoltAgent/awesome-openclaw-skills | Skills: 3,009 curated
Lobster - typed workflow runtime with resumable approvals. Turns skills/tools into composable pipelines.
| Skill | Description | Source |
|---|---|---|
| Mixpost | Social media management integration | ClawHub |
| AIsa Skills | Streamlined AI agent deployment | PheMex |
| Luma Events | Search events, RSVP, sync to Google Calendar (no API needed) | X/@bilbeny |
| QMD Skill | Cuts token usage by 95% | X/@milesdeutscher |
| Supermemory | Unlimited memory for OpenClaw | ClawHub |
| Cognee | Graph-based memory with auto-recall, semantic search | GitHub | npm |
| Claude Team | Spawns visible terminal sessions instead of background | X/@jlehman_ |
| ClawRouter | Smart LLM router - save 78% on inference costs, 30+ models | GitHub |
| Honcho | Persistent cross-session memory with user modeling and dual-peer context | ClawHub | GitHub |
| memory-mem0 | Self-hosted memory plugin using Mem0 for semantic fact extraction. Local Ollama embeddings, Qdrant vector storage, Gemini Flash extraction. | GitHub |
| Agent Sessions | Session browser + analytics + limits tracker for Codex CLI, Claude Code, OpenCode, Gemini CLI (245 stars) | GitHub |
| Announcer | House-wide TTS announcements via AirPlay speakers | GitHub |
| GitHub Search Skills | Deep GitHub project analysis and exploration | GitHub |
| Unbrowse | Self-learning API skill generator - auto-discovers APIs from browser traffic, 100x faster than browser automation | GitHub |
| Foundry | Self-writing meta-extension - learns how you work, researches docs, writes new capabilities into itself | GitHub |
| Supermemory (Official) | Official Supermemory integration - perfect memory and recall, auto-stores conversations | GitHub |
| AfrexAI Skills | 13 free business skills: prospect research, cold email, competitor analysis, meeting prep, LinkedIn, ICP builder, CRM, invoicing, SEO, daily briefing, objection handling, email triage, humanizer | Setup Wizard | Revenue Calculator | Context Packs |
| Apify OpenClaw Plugin | Connects OpenClaw workflows to Apify actors and web automation tasks | GitHub |
| MemOS Cloud OpenClaw Plugin | Long-term memory plugin that recalls context before execution and stores conversations after runs | GitHub |
| OpenClaw Codex App Server | Plugin that brings Codex App Server workflows to Telegram and Discord through OpenClaw | GitHub |
| Northstar | OpenClaw and ClawHub skill for daily business briefings from Stripe, Shopify, Lemon Squeezy, and Gumroad metrics | GitHub |
| Product Manager Skills | Markdown-first PM skill pack that can be loaded by OpenClaw and other local-file AI tools for PRD review, SaaS metrics, discovery, and roadmap work | GitHub |
| TweetClaw | X/Twitter plugin for OpenClaw using Xquik. Treat write, follow, and DM actions as opt-in and review platform policy before enabling automation. | GitHub | npm |
| ToolRouter | Tool gateway that exposes external tools to AI assistants through MCP-style workflows. Verify OpenClaw compatibility and requested permissions before use. | Website |
| OpenClaw Medical Skills | Biomedical and clinical skill library for OpenClaw and NanoClaw, organized as installable SKILL.md modules |
GitHub |
| OpenClaw agent templates | Collection of OpenClaw agent templates and SOUL.md configurations with a machine-readable index |
GitHub |
| OpenClaw Skills zh | Chinese OpenClaw skills collection translated and organized by use case | GitHub |
| OpenClaw Master Skills | Curated OpenClaw skills collection maintained as a public GitHub repository | GitHub |
| Lossless Claw | Lossless Context Management plugin for OpenClaw context compression and retention workflows | GitHub |
| mem9 | Memory plugin for OpenClaw agents | GitHub |
| memory-lancedb-pro | LanceDB memory plugin for OpenClaw with hybrid retrieval, reranking, multi-scope isolation, and a management CLI | GitHub |
| MetaClaw | Research project for conversational agent learning and evolution on OpenClaw-style agents | GitHub | paper |
| AutoResearchClaw | Research workflow project for idea-to-paper agents using OpenClaw and MetaClaw patterns | GitHub |
| memU | Memory layer for long-running proactive agents such as OpenClaw, with a Python package and public docs | GitHub |
| Sundial Awesome OpenClaw Skills | Curated OpenClaw skill collection organized by category with an install command for sundial-hub users |
GitHub |
| OpenClaw Plugin Inspector | Offline compatibility checker for OpenClaw plugin packages, manifests, hooks, registration calls, and CI artifacts | GitHub |
| OpenClaw Kitchen Sink Plugin | Credential-free fixture plugin that covers public OpenClaw plugin API surfaces for examples and compatibility testing | GitHub |
| crabpot | Compatibility testbed that pins community plugins and checks OpenClaw plugin API seams with plugin-inspector | GitHub |
| ClawBio | Bioinformatics-native OpenClaw skill library with local-first workflows and installable skills for research tasks | GitHub |
| OpenClaw Materials Lab | Native OpenClaw plugin for materials-science search, structure analysis, candidate comparison, notes, and report export | GitHub |
| Skysearch | Flight-search skill for OpenClaw that uses browser automation across booking and airline sites without requiring API keys | GitHub |
| OpenClaw Documentation Skill | Auto-syncing documentation skill that gives coding assistants installable OpenClaw reference material and workflows | GitHub |
| OpenClaw Offline Seed | Config-driven offline plugin and skill seeding tool for OpenClaw runtimes on Kubernetes, Helm, and Docker | GitHub |
| AxonHub OpenClaw Plugin | Provider plugin that routes OpenClaw model requests through a self-hosted or hosted AxonHub AI gateway | GitHub |
| Remnic | Local-first memory plugin for OpenClaw-compatible agents that stores extracted memory as plain Markdown with search support | GitHub |
| openclaw-memory-libravdb | Local-first memory plugin backed by LibraVDB for scoped session, user, and workspace recall in OpenClaw | GitHub |
| openclaw-parcel | Parcel delivery-tracking plugin for OpenClaw with API-key configuration through environment or secret-reference patterns | GitHub |
| @ollama/openclaw-web-search | Ollama web search plugin package for OpenClaw, with slash-command and config-based authentication paths | npm |
| @tloncorp/tlon-skill | Tlon and Urbit skill package with CLI installation and OpenClaw agent usage notes | npm |
| OpenClaw Meeting Minutes | Public meeting-minutes repository generated by an OpenClaw workflow from transcripts, structured summaries, and action items | GitHub |
| Paperclip OpenClaw Gateway Adapter | Adapter package that documents how Paperclip invokes OpenClaw through the Gateway protocol | npm |
| openclaw-cortex | Long-term memory plugin for OpenClaw with Cortex knowledge-graph recall, capture hooks, session goals, and health commands | GitHub |
| xworkmate-artifacts | Gateway plugin that exports structured workspace artifact manifests for XWorkmate bridge workflows | GitHub |
| Pinclaw | Wearable AI clip ecosystem with hardware, firmware, and an OpenClaw plugin for push-to-talk agent dispatch | GitHub |
| OpenClaw.NET | Independent .NET gateway and agent runtime inspired by OpenClaw, with NativeAOT-friendly CLI, desktop bundles, MCP, and channel adapters | GitHub |
| OpenClaw A2A Gateway | Plugin that implements Agent-to-Agent protocol messaging between OpenClaw agents with peer discovery and per-message agent targeting | GitHub |
| MCP Adapter | OpenClaw plugin that discovers MCP server tools at startup and exposes them as native agent tools | GitHub |
| Feishu Bot Chat Plugin | Feishu group-chat plugin that lets multiple OpenClaw bots discover each other and communicate through bot mentions | GitHub |
| SearXNG Search Plugin | OpenClaw web-search plugin for self-hosted SearXNG instances | GitHub |
| Oxylabs AI Studio Plugin | OpenClaw plugin that adds Oxylabs AI Studio web search and fetch tools | GitHub |
| Membase OpenClaw Plugin | Persistent-memory plugin for OpenClaw using hybrid vector search and a knowledge graph | GitHub |
| n8n OpenClaw Nodes | n8n community nodes for controlling OpenClaw Gateway sessions, messages, cron jobs, search, and commands from workflows | GitHub |
| Platform | Integration | Description |
|---|---|---|
| LangBot | Multi-platform | Agentic IM bots with OpenClaw, Dify, n8n, Langflow, Coze |
| OpenRouter | LLM routing | Access 30+ models with smart routing (openrouter/<author>/<slug>) |
| You.com | Search/AI | OpenClaw skill for You.com search and AI integration |
| ClawSec | Security | Complete security skill suite by Prompt Security |
| unRAID Community App | NAS/Server | Official Community Apps template for unRAID |
| Expo OpenClaw Chat | Mobile SDK | React Native / Expo chat SDK for building native iOS/Android OpenClaw clients |
| Airstore | Agent Storage | The filesystem for AI agents - persistent storage layer (89 stars) |
| NemoClaw | Hardened runtime | NVIDIA early-preview reference stack for running OpenClaw inside OpenShell with sandboxing, network policy, and managed inference routing |
| nix-openclaw | Nix packaging | Declarative OpenClaw flake for macOS and Linux with pinned dependencies, services, plugins, and rollback through Home Manager |
| OpenClaw Ansible Installer | Ansible deployment | Hardened Debian and Ubuntu install path with Docker, Tailscale, UFW, Fail2ban, unattended upgrades, Node.js, pnpm, and systemd support |
| OpenClaw China Docker | Docker bundle | China IM-focused Docker packaging that bundles OpenClaw with Feishu, DingTalk, QQ, WeCom, WeChat, and related deployment docs |
| OpenClawInstaller | Installer | macOS and Linux installer with interactive configuration for model providers, channels, service management, and optional GUI manager |
| openclaw-mini | Reference implementation | Minimal OpenClaw-style core covering session keys, serial queues, memory retrieval, context loading, skills, and heartbeat wakeups |
| acpx | ACP CLI | Headless CLI client for stateful Agent Client Protocol sessions |
| ClawSweeper | Maintenance bot | OpenClaw issue and PR triage bot that suggests stale or closable items |
| ClawX | Desktop app | Graphical desktop interface for OpenClaw agents and CLI-based orchestration |
| clawport-ui | Command center | Open-source command center for OpenClaw-backed coding agent teams |
| Star Office UI | Visual office | Pixel-office interface for showing OpenClaw work states, daily notes, and guest agents |
| AlphaClaw | Setup harness | Setup UI and watchdog harness for deploying and keeping OpenClaw instances running |
| OpenClaw Skills Explorer | Skill browser | Static skill discovery interface for browsing, categorizing, and copying OpenClaw skill install commands |
| OpenClaw Windows Hub | Windows companion | Windows tray app, shared Gateway client library, CLI validator, and PowerToys Command Palette extension for OpenClaw |
| OpenClaw Chat Gateway | Web client | Linux-hosted OpenClaw web client for managing agents, teams, model settings, browser checks, and chat history |
| OpenClaw Node | Gateway SDK | Node.js client for connecting applications to the OpenClaw Gateway WebSocket protocol |
| OpenClaw WebChat SDK | Web SDK | Framework-agnostic, React, and Vue chat SDK packages for building web interfaces on the OpenClaw Gateway |
| Chatu WebHub | Website channel | Channel plugin that connects OpenClaw to custom websites through HTTP and WebSocket interfaces |
| MeshClaw | Meshtastic channel | OpenClaw channel plugin that bridges agents with Meshtastic LoRa mesh networks |
| FoloToy OpenClaw Plugin | Smart toy channel | MQTT channel plugin that connects FoloToy devices to OpenClaw agents |
openclaw skill install <skill-name>Always audit skills before installation. ~15% contain malicious instructions. Use VirusTotal-scanned ClawHub skills only.
| Mode | Description | Use Case |
|---|---|---|
| Extension Relay | Control existing Chrome tabs with logged-in sessions | Personal browsing |
| OpenClaw-managed | Isolated automation in dedicated browser | Web scraping, testing |
| Remote CDP | Distributed cloud deployments | Scale at cloud level |
Capabilities: CDP, ARIA snapshots, screenshots, tab management, click/type/drag, PDF export, video recording.
- Morning brief: Weather, calendar, headlines before checking your phone
- Inbox management: Process thousands of emails autonomously, unsubscribe from spam
- Grocery list: Auto-add items from household texts to shared documents
- Review PRs from your phone, run tests remotely, merge code
- Multi-instance Claude Code supervised by OpenClaw via Telegram + Tailscale
- Run coding agents while sleeping
- Coordinate multiple OpenClaw personas or worker agents from a single messaging channel.
- Connect Codex App Server style coding workflows to Telegram or Discord through OpenClaw.
- Control Philips Hue, Elgato, Home Assistant via messaging
- Adjust heating based on weather forecasts
- Security camera monitoring with alerts
- Calculate position sizes, manage stop-loss rules
- Trade alert logging and automation
- Integrate with on-chain token deployment and liquidity provisioning on Base (e.g., PumpClaw via Uniswap V4)
- Voice notes to clean journal entries
- Turn voice chat, phone, and mobile companion apps into OpenClaw command surfaces.
- Platform-specific content: X threads, LinkedIn posts, blog articles
- Weekly meal planning in Notion (saves 1 hour/week)
- AI-Powered Daily Digest & Content Pipeline - Production OpenClaw setup with 20+ cron jobs for automated news aggregation, multi-model content creation, social monitoring, and n8n webhook integration. Hosted on Oracle Cloud Free Tier. By Dr. Gaurav Caprihan.
-
Monitor school WhatsApp groups, filter noise
-
Run face recognition on photos, send daily digest to parents
-
awesome-openclaw-usecases - Community use-case collection for day-to-day OpenClaw workflows.
-
awesome-openclaw-usecases-zh - Chinese OpenClaw use-case catalog organized around office automation, content, operations, assistants, and knowledge-management scenarios.
-
awesome-openclaw-usecases-moltbook - OpenClaw automation example collection sourced from Moltbook-style workflows. Verify examples and provider claims before adopting.
These sections summarize where current OpenClaw usage has moved beyond early setup and hosting guides. Keep these as a bridge between the original comprehensive README format and the newer gateway/plugin ecosystem.
OpenClaw is commonly used as a personal assistant reachable from existing channels: Telegram, WhatsApp, Discord, Slack, Signal, iMessage, Matrix, Teams, Zalo, WebChat, Lark/Feishu, DingTalk, WeCom, WeChat, and other channel plugins. The useful pattern is not just chat integration, it is durable access to files, shell, tools, memory, approvals, and long-running workflows from the messaging surface people already use.
OpenClaw use cases increasingly combine cron jobs, webhook triggers, Gmail Pub/Sub style event delivery, heartbeat/background tasks, and manual chat approvals. Good examples include daily briefs, source monitoring, repo checks, support triage, calendar/task reviews, and notification-driven automation.
Current projects around OpenClaw include active memory, Memory Wiki style systems, QMD memory, long-term memory plugins, skill collections, personas, and context databases. Directory entries in this area should explain what is stored, where it is stored, and what approval or deletion controls exist.
Current OpenClaw setups often include WebChat, Control UI pairing, Tailscale or trusted-proxy access, local browser automation, remote workers, and private dashboards. Public entries should avoid implying a hosted service is safe by default unless the source documents auth, network boundaries, and secrets handling.
Current OpenClaw operations include OpenTelemetry, Prometheus, dashboards, model-provider switching, fallback routing, auth rotation, sandbox/tool policy, and elevated-mode safeguards. Add monitoring/security tools only when there is a concrete public repo or docs page and the description is neutral.
- Prefer official OpenClaw docs, upstream source, public GitHub repos, package pages, and concrete guides.
- Treat search and social discovery as leads, not evidence.
- Preserve contributor PR credit first, then normalize or reorganize after merge.
- Keep old launch history and cost notes clearly historical when they are not current.
- Avoid unsupported star, pricing, uptime, benchmark, growth, or adoption claims.
- Add community resources at the end of the most relevant existing section instead of creating promotional top-level sections.
- Parallel discovery found active public work around channels, observability, memory, mobile/voice, hosting, and multi-agent coordination; add only entries with public repos, packages, or docs.
- Run
python3 scripts/validate_static.pybefore opening or merging PRs.
- Official Getting Started
- Codecademy Tutorial (20 min)
- freeCodeCamp Full Tutorial
- Master OpenClaw in 30 Minutes
- How to Actually Tame It
- Beginner's Guide (5 min)
- 40 Tips & Tricks
- DataCamp - Control Your PC from WhatsApp
- DEV - Ultimate Guide for Developers 2026
- Macaron - Clean Setup + Verification
- BitLaunch - Install on macOS, Linux, Windows
- StackViv - Complete 2026 Guide
- Habr - Don't Launch Before Reading This
- AI/ML API - Secure Local Docker Setup
- OpenClaw/ClawdBot Masterclass - In-depth written guide by Akshay Pachaar covering installation, Telegram, skills, cron jobs, scaling
- NxCode - Complete Guide 2026 - Clawdbot to Moltbot to OpenClaw story, breaking changes, what's next
- AI Product Playbook - Get Clawdbot Set Up in an Afternoon - Practical companion to official docs
- Complete Guide by Aakash - VPS setup, wizard walkthrough, messaging config
- Jitendra Zaa - Complete Guide - 147K+ stars overview, WhatsApp, API costs, skills
- AI/ML API - Practical Guide for Developers - Shift from chatbots to autonomous agents
- Pi: The Minimal Agent Within OpenClaw - Armin Ronacher's deep dive into Pi agent architecture
- OpenClaw 101 - Chinese OpenClaw resource site with a seven-day learning path, resource index, and setup guidance.
- OpenClaw Chinese Docs - Chinese documentation site covering installation, source walkthroughs, Gateway configuration, and multi-channel setup.
- OpenClaw Runbook - Practical operations runbook for running OpenClaw with cost control, memory boundaries, coordinator/worker roles, and guardrails.
- OpenClaw Course - One-hour crash course with a public lesson index for learning OpenClaw basics.
- Build Your Own OpenClaw - Step-by-step tutorial with runnable code that builds a lightweight OpenClaw-style agent across chat, tools, skills, channels, cron, multi-agent routing, and memory.
- Awesome OpenClaw Tutorial - Chinese OpenClaw tutorial repository with installation, configuration, current-version notes, and scenario walkthroughs.
- AImaker - Is OpenClaw Worth the Hype? 10 Days
- AI/ML API - Real-World Use on $5 VPS
- DEV - I Tried the 'Free' AI Agent - $500 Reality Check
- DigitalOcean | AWS | AWS Bedrock (Official Sample) | Pulumi + Tailscale
- GCP | Azure | Oracle Free Tier
- Hostinger | Alibaba Cloud
- Vultr | Milvus/Slack
- Cloudflare Moltworker | Docker - Simon Willison
- Coolify OpenClaw - Coolify deployment template for OpenClaw.
- coollabsio/openclaw - Automated Docker image for OpenClaw.
- phioranex/openclaw-docker - Pre-built Docker image and install scripts for OpenClaw.
- Raspberry Pi - ajfisher | Adafruit
- ESP32-S3 MimiClaw - OpenClaw core on a $5 chip, pure C, no Linux/Node.js
- PicoClaw - Ultra-lightweight Go agent, 10 MB RAM, $10 RISC-V board, single binary | CNX Software
- Ollama Guide | LM Studio
- vLLM on AMD Free
- pizero-openclaw - Raspberry Pi Zero voice assistant that streams transcribed speech through an OpenClaw gateway and renders responses on a PiSugar WhisPlay LCD.
- luci-app-openclaw - OpenWrt LuCI management plugin for installing, configuring, and controlling OpenClaw on router hardware.
- Slack Integration | Notion Integration
- GitHub PR Automation
- Tailscale VPN Setup
- Custom Skill Creation
- OpenRouter Integration | DeepSeek via OpenRouter
- Kimi K2.5 + OpenClaw Guide | Kimi K2.5 Free Setup | Moonshot Official Docs
- Kimi K2.5 on Baseten | Kimi on Fireworks AI
- 50+ Official Extensions Guide
- OpenClaw Feishu Guide - Chinese setup guide for Feishu and Lark channel integration.
- Secure on Cloudflare | Proflead Guide
- Security & Cost Control | Composio Controls
- 7 Security Best Practices
- OpenClaw Security Practice Guide - Agent-facing security practice guide for OpenClaw deployments.
- openclaw-guardian - Watchdog and operations hardening scripts for OpenClaw Gateway with checks, rollback, snapshots, and alerts.
- @ihtesham2005 - Setup Guide That Should Have Existed
- @VittoStack - Security-First Setup on Raspberry Pi via Tailscale
- @JordanLyall - The Security-First Guide I Wish Existed
- @harshil1712 - How I Setup OpenClaw on Raspberry Pi
- @BillDA - My Safe, Sandboxed Setup for OpenClaw
- Architecture: OpenClaw vs Claude Code
- Memory Architecture Explained
- How Memory System Works
- centminmod/explain-openclaw - Multi-AI security analysis (73 files)
- Cron Jobs Automation Guide
- Beyond Babel: Bridging AI's Communication Gap with MCP, A2A, and ACP - Deep analysis of AI agent interoperability protocols with practical MCP server integration using Melbourne open data. By Dr. Gaurav Caprihan.
- OpenClaw use cases zh - Chinese use-case catalog for office automation, content workflows, operations, personal assistants, and knowledge management.
- Claude Code x OpenClaw Guide Zh - Chinese guide series for pairing Claude Code workflows with OpenClaw.
- OpenClaw Chinese Docs - Chinese documentation site covering source analysis, setup, WhatsApp, Telegram, Discord, Feishu, and multi-channel usage.
- Moltbook OpenClaw use cases - Community collection of OpenClaw automation examples gathered from Moltbook posts.
| Title | Platform | Duration | Topics |
|---|---|---|---|
| Master OpenClaw in 30 Minutes | Creator Economy (YouTube) | 30 min | Safe setup, 5 real use cases, memory |
| How OpenClaw's Creator Uses AI | Creator Economy | 1 hour | Full demo with Peter Steinberger |
| OpenClaw Google Workspace Setup | YouTube | Medium | Gmail, Calendar, Drive integration |
| Udemy - OpenClaw on Azure Linux VM | Udemy | Medium | Azure deployment |
| Udemy - OpenClaw Complete (Japanese) | Udemy | Long | LINE + Docker, comprehensive |
| OpenClaw Full Tutorial for Beginners | freeCodeCamp (YouTube) | Long | Installation, models, memory, Docker, skills |
| The Wild Rise of OpenClaw | Fireship (YouTube) | Short | History, architecture, why it matters |
| ClawdBot Is the Most Powerful AI Tool | Alex Finn (YouTube) | Medium | ClawdBot deep dive, real-world demos |
| How to Setup OpenClaw in 5 Minutes | Julian Goldie (YouTube) | 5 min | Quick start, beginner-friendly |
| Clawdbot: Complete Beginner Guide! | YouTube | Medium | Install, connect to messaging platforms |
| Full OpenClaw Setup Tutorial | YouTube | Medium | Step-by-step walkthrough, Hostinger VPS |
| The ONLY OpenClaw Guide You Need | YouTube | Long | VPS setup, security, best workflows |
| OpenClaw Course 2026: Beginner to Advanced | YouTube | Long | Comprehensive beginner-to-advanced course |
| How to Use & Set up OpenClaw (Docker) | YouTube | Medium | Docker on VPS deployment |
| OpenClaw Tutorial For Beginners (2026) | YouTube | Medium | Step-by-step from scratch |
| This Open-Source AI Agent Is INSANE | YouTube | Medium | Review, Live Canvas, A2UI demo |
| ClawCon SF: Live Interviews | YouTube | Long | Builder interviews, demos from ClawCon |
| OpenClaw, Moltbook and the Rise of Personal AI | YouTube | Medium | AI social network, personal agents |
| ClawCon 2026 Raw Footage | YouTube | Long | Community event, builder demos |
| Platform | URL | Cost | Description |
|---|---|---|---|
| OpenClaw Academy | openclaw.academy | Free | All courses free, no signup, interactive quizzes |
| OpenClaw Academy Viewer | learn.openclaw.academy | Free | Interactive course viewer |
| freeCodeCamp | YouTube | Free | Comprehensive 1-hour course |
| Codecademy | Tutorial | Free | 20-minute install guide |
| GitHub Course | kiankyars/openclawcourse | Free | 1-hour crash course |
| Udemy | Azure VM Course | Paid | Azure Linux VM deployment |
| Gripsy Learn | OpenClaw Mastery | Free/Paid | 11-module course: setup, skills, multi-model, security, automation. Quizzes & certificates. |
| Event | Date | Location | Details |
|---|---|---|---|
| ClawCon: 1st OpenClaw SF Show & Tell | Feb 5, 2026 | San Francisco | Builder demos, live interviews |
| OpenClaw Unhackathon | Feb 7, 2026 | San Francisco (AI Tinkerers) | Build & compete, 2-6 PM |
| OpenClaw Micro Hackathon | Feb 7, 2026 | Hong Kong (Dim Sum Labs) | Community hackathon |
| OpenClaw/Moltbook Hackathon at MIT | Feb 3, 2026 | MIT, Cambridge | Serious coders, agent building |
| Circle/USDC Hackathon on Moltbook | 2026 | Online (Moltbook) | USDC, onchain payments, cross-chain flows |
| Platform | URL | Members | Best For |
|---|---|---|---|
| Discord | OpenClaw Discord | 8,000+ | Quick questions, troubleshooting |
| Discourse (CoClaw) | coclaw.com | 15,000+ | Long-form discussion, bug reports |
| X/Twitter Community | OpenClaw Community | 12,200+ | News, updates, demos |
| GitHub Issues | openclaw/openclaw/issues | N/A | Bug reports, feature requests |
| GitHub Discussions | openclaw/openclaw/discussions | N/A | Q&A, show-and-tell |
| Hacker News | Search | N/A | Technical discussion |
- CNBC - From Clawdbot to Moltbot to OpenClaw
- TechCrunch - AI assistants building their own social network
- Fortune - 'Most interesting place on the internet'
- VentureBeat - What the OpenClaw moment means for enterprises
- Forbes - OpenClaw, Moltbook & The Birth of a Machine Society
- Bloomberg - AI Sensation, Security a Work in Progress
- Axios - Moltbook highlights how far behind AI security is
- BBC Science Focus - Calls, bills and life admin taken care of
- PCMag - Hot New AI Agent, But Is It Safe?
- CNET - New AI Assistant Acts Like Your Digital Servant
- Tom's Guide - Viral AI assistant that lives on your device
- Business Insider - Security Researchers Worried
- MacStories - What the Future of Personal AI Assistants Looks Like
- Nature - OpenClaw AI chatbots are running amok
- The Register - Clouds rush to deliver OpenClaw
- The Register - Security issues | Skills marketplace leak
- Hacker News - One-Click RCE | VirusTotal scanning
- Cisco - Security Nightmare
- Bitdefender - Malicious Skills
- Snyk - 280+ Leaky Skills
- CrowdStrike - What Security Teams Need to Know
- VentureBeat - OpenClaw proves agentic AI works, security model doesn't
- Censys - 135,000+ AI Instances Exposed
- runZero - CVE-2026-25253 RCE Vulnerability
- SiliconANGLE - Tens of thousands of systems exposed
- Cyera - How AI Adoption Outpaced Security Boundaries
- Astrix - First AI Agent Security Nightmare
- VirusTotal Blog - Detecting Malicious OpenClaw Skills
- Bitdefender - Enterprise Network Technical Advisory
- Bitsight - Risks of Exposed AI Agents
- Rest of World - Moltbot Finds Fans in China and Silicon Valley
- Trending Topics EU - Weekend Project Became Open-Source Sensation
- SlashGear - The Hottest New AI Agent Is Here
- Wikipedia - OpenClaw
- Wikipedia - Moltbook
- The Conversation - Why DIY AI Agent Feels New But Isn't
- Citrix - OpenClaw and Moltbook preview corporate AI governance changes
- XDA - Please stop using OpenClaw
- Pragmatic Engineer - "I ship code I don't read"
- Scientific American - AI Agent That Runs Your Computer
- Forkable - Clawdbot, Moltbot, OpenClaw... oh my!
- HN - OpenClaw Renamed Again
- DEV - From Moltbot to OpenClaw
| Issue | Cause | Fix |
|---|---|---|
| Crash during onboarding | < 2 GB RAM | Upgrade to 4 GB+ RAM |
| API key not working | Incorrect format or expired | Re-enter via openclaw auth set |
| Telegram not connecting | Using Cloudflare Workers | Switch to VPS (needs persistent connection) |
| Slow inference (3.5s/token) | CPU-only with large model | Use smaller model or add GPU |
| Port conflict on 18789 | Another service using port | openclaw gateway --port 18790 |
| Docker sandbox issues | Permissions or config | Run openclaw doctor |
| Skills not loading | Corrupt installation | Reinstall skill |
| Messages lost between channels | Known bug | Update to latest version |
| High token consumption | ~35,600 tokens per message overhead | Reduce workspace files |
| Rate limiting (#5159) | Aggressive retry loops | Update (exponential backoff fix) |
openclaw doctor # Common issues
openclaw security audit --deep # Deep security scan
openclaw security audit --fix # Auto-fix safe issues
node --version # Must be 22+- OpenClaw Cost Calculator
- API Usage and Costs Docs
- eesel.ai Pricing Guide
- Deploy Cost Guide: $0-8/month
- Cost Governor - First OpenClaw skill with x402 agent payments. Track LLM costs in real-time, enforce budget limits with circuit breakers, enable AI agents to autonomously pay for Pro features (0.5 USDT/month).
| Budget | Strategy |
|---|---|
| $0 | Oracle Cloud + Gemini free tier + Ollama |
| $6 | Agent37 ($1) + Claude Haiku ($5) |
| $19 | Hetzner ($4) + mixed models ($15) |
| $50 | DigitalOcean ($12) + Claude Sonnet ($38) |
| $100 | Managed hosting ($24) + heavy API ($76) |
| Contributor | Role | GitHub |
|---|---|---|
| Peter Steinberger | Creator | @steipete |
| Mario Zechner | Pi creator, security pen-tester | @badlogicc |
| Maxim Vovshin | Blogwatcher skill | @Hyaxia |
| Nacho Iacovino | Location parsing | @nachoiacovino |
| 600+ contributors | Community | All contributors |
| Repository | Description |
|---|---|
| openclaw/openclaw | Main repository (195K+ stars) |
| openclaw/clawhub | Official skill directory |
| openclaw/lobster | Typed workflow runtime |
| cloudflare/moltworker | Cloudflare Workers adaptation |
| VoltAgent/awesome-openclaw-skills | 3,009 curated skills |
| centminmod/explain-openclaw | Deep security analysis (73 files) |
| lunarpulse/openclaw-mcp-plugin | MCP server integration |
| essamamdani/openclaw-coolify | Coolify PaaS template |
| phioranex/openclaw-docker | Docker deployment configs |
| gavrielc/nanoclaw | Security-first alternative |
| BlockRunAI/ClawRouter | Smart LLM router (save 78% on costs) |
| langbot-app/LangBot | Multi-platform IM bot with OpenClaw |
| kiankyars/openclawcourse | 1-hour crash course |
| memovai/mimiclaw | Implements OpenClaw's core principles (ReAct agent loop, persistent memory, tool use, Telegram) in pure C on a $5 ESP32-S3 - no Linux, no Node.js, no server required |
| nearai/ironclaw | OpenClaw-inspired implementation in Rust focused on privacy and security, by NEAR AI |
| SawyerHood/gitclaw | OpenClaw on GitHub Actions - every issue becomes an AI chat thread, no servers needed |
| BankrBot/openclaw-skills | DeFi/crypto skill library - Polymarket, token trading, NFTs, on-chain messaging |
| clawd800/pumpclaw | Token launcher for AI agents on Base - Uniswap V4 pools, on-chain registry, CLI and Farcaster deploy bot |
| SamurAIGPT/awesome-openclaw | Community-curated list of OpenClaw resources, tools, and tutorials |
| swarmclawai/swarmclaw | Self-hosted AI agent orchestration dashboard with multi-provider support, task scheduling, and per-agent OpenClaw gateway bridging |
| nearai/private-ml-sdk | Run LLMs and agents on TEEs (NVIDIA GPU TEE, Intel TDX) for private inference |
| eltociear/awesome-molt-ecosystem | Curated list of Molt ecosystem services - Moltbook, MoltCities, Molthunt, MoltMatch |
| kelkalot/moltbook-observatory | Data collection from Moltbook - tracking agents, posts, and trends over time |
| grp06/openclaw-studio | Visual agent management UI with cron jobs, tool extraction, mentions |
| prompt-security/clawsec | Complete security skill suite for OpenClaw family (Moltbot, Clawdbot, clones) |
| aws-samples/sample-OpenClaw-on-AWS-with-Bedrock | AWS-native deployment using Amazon Bedrock - no multi-API key management |
| constansino/moltbot_qq | QQ messaging channel support via OneBot v11 (WebSocket) |
| sipeed/picoclaw | Ultra-lightweight AI assistant in Go - 10 MB RAM, $10 RISC-V board, 1s boot, single binary (5K stars) |
| HKUDS/nanobot | Ultra-lightweight OpenClaw alternative in Python - 4K lines, 45 MB RAM, 0.8s cold start, MCP-native (15K+ stars) |
| brunobar79/expo-openclaw-chat | Expo / React Native chat SDK for building native iOS/Android OpenClaw clients |
| archestra-ai/archestra | OpenClaw for Enterprise - agentic security, MCP registry & orchestrator, A2A (3.5K stars) |
| abhi1693/openclaw-mission-control | Mission control with RBAC, Kanban board, War Room, transcripts, Telegram outputs |
| turmyshevd/openclawgotchi | AI Tamagotchi on Raspberry Pi - agentic life-form with an E-Ink face |
| DarlingtonDeveloper/OpenGlass | Real-time AI-powered smart glasses - Meta Ray-Bans + Gemini Live + OpenClaw |
| deeqyaqub1-cmd/zero-rules-openclaw | Deterministic engine for OpenClaw - skips LLM for math/time/files, saves 50-70% on tokens |
| RyanLisse/engram | Unified multi-agent memory for OpenClaw - local-first, Convex-synced, agent-native |
| asafelobotomy/ClosedClaw | OpenClaw fork with GTK GUI, Ollama integration, and enhanced lite mode |
| MarlBurroW/pinchchat | Sleek, dark-themed webchat UI for OpenClaw agents |
| jazzyalex/agent-sessions | Session browser + analytics + limits tracker for Codex CLI, Claude Code, OpenCode, Gemini CLI (245 stars) |
| openclaw/barnacle | Official OpenClaw companion bot - persistent utility bot |
| openclaw/trust | Official open threat model with community-contributed risk assessments and mitigations |
| freema/openclaw-mcp | MCP server bridging Claude.ai to self-hosted OpenClaw with OAuth 2.1 authentication |
| beam-cloud/airstore | The filesystem for AI agents - persistent agent storage layer (89 stars) |
| sseanliu/VisionClaw | Real-time AI assistant for Meta Ray-Ban smart glasses - voice + vision + agentic actions, iOS/Swift (796 stars) |
| MarlBurroW/pinchchat | Open-source webchat UI for OpenClaw - ChatGPT-like interface, live tool calls, multi-session, token tracking, streaming, PWA, 8 languages, theming |
| qwibitai/nanoclaw | Original NanoClaw - 500 lines TypeScript, Apple containers for security, WhatsApp, Anthropic Agent SDK (7K+ stars) |
| SeyZ/clawbands | Security middleware - intercepts tool execution, human-in-the-loop approval for dangerous actions |
| newtro/ClawGuard | Permission manifests, runtime enforcement, sandboxing, and audit logging for OpenClaw skills |
| backslash-security/Claw-Hunter | MDM-ready detection and monitoring of shadow OpenClaw agents on managed endpoints |
| tech4242/aquaman | Credential isolation proxy - API keys never enter the agent process, injected via UDS from Keychain/1Password/Vault |
| BotMesh/debot | Rust+Python lightweight alternative - auto conversation compaction, intelligent LLM router |
| lekt9/unbrowse-openclaw | Self-learning API skill generator - auto-discovers APIs from browser traffic, 100x faster |
| lekt9/openclaw-foundry | Self-writing meta-extension - learns how you work, writes new capabilities into itself (97 stars) |
| supermemoryai/openclaw-supermemory | Official Supermemory integration - perfect memory and recall for OpenClaw agents |
| clawdeckio/clawdeck | Open-source mission control dashboard - Kanban, agent monitoring, REST API |
| Ramsbaby/openclaw-self-healing | 4-tier autonomous self-healing system - Claude Code as "emergency doctor" for Gateway |
| willbullen/openclaw-docker | Security-hardened Docker Compose - non-root, dropped caps, read-only rootfs, MCP isolation |
| coollabsio/openclaw | Auto-built Docker images by CoolLabs - multi-arch, nginx + basic auth, 6-hour rebuild cycle |
| hesamsheikh/awesome-openclaw-usecases | Real-life OpenClaw use cases - Reddit digests, X analysis, YouTube summaries, multi-agent coordination |
| theonlyhennygod/zeroclaw | ZeroClaw - pure Rust, 3.4 MB binary, <10ms startup, 22+ providers, swappable trait-based architecture |
| jlia0/tinyclaw | TinyClaw - OpenClaw in ~400 lines of shell script, Claude Code + tmux, self-healing, WhatsApp (1.3K stars) |
| crystal-autobot/autobot | Autobot - Ultra-efficient personal AI assistant in Crystal, 2 MB binary, ~5 MB RAM, <10ms startup, kernel-enforced sandboxing |
| htlin222/mini-claw | Mini-Claw - minimalist OpenClaw alternative using Claude Pro/Max or ChatGPT Plus directly in Telegram |
| Theseuschain/proof-of-lobster | Proof of Lobster - verify Moltbook profiles as AI/human, launch on-chain sovereign agents with wallets |
| WecomTeam/wecom-openclaw-plugin | Tencent WeCom channel plugin for OpenClaw |
| larksuite/openclaw-lark | Official Lark/Feishu channel plugin for OpenClaw |
| openimsdk/openclaw-channel | OpenIM channel plugin for OpenClaw gateway |
| soimy/openclaw-channel-dingtalk | DingTalk channel plugin for OpenClaw |
| comet-ml/opik-openclaw | Exports OpenClaw agent traces to Opik |
| apify/apify-openclaw-plugin | OpenClaw integration for Apify actors and web automation workflows |
| MemTensor/MemOS-Cloud-OpenClaw-Plugin | MemOS Cloud long-term memory plugin for OpenClaw |
| malpern/VoxClaw | Voice output for OpenClaw agents on a local Mac network |
| Purple-Horizons/openclaw-voice | Browser-based voice chat for AI assistants and OpenClaw-style agents |
| yuga-hashimoto/openclaw-assistant | Android voice assistant app for OpenClaw |
| androidmalware/OpenClaw_Termux | Android Termux setup for OpenClaw with WhatsApp control |
| craihub/clawgpt-app | Android companion app for OpenClaw |
| nearai/openclaw-nearai-worker | Worker for hosting OpenClaw in NEAR AI Cloud |
| andreesg/openclaw-terraform-hetzner | Terraform modules for deploying OpenClaw on Hetzner Cloud |
| hitsub2/openclaw-on-eks | OpenClaw deployment example for Amazon EKS |
| tugcantopaloglu/openclaw-dashboard | Secure monitoring dashboard for OpenClaw agents |
| pwrdrvr/openclaw-codex-app-server | OpenClaw plugin for Codex App Server workflows over Telegram and Discord |
| snarktank/antfarm | Command-line workflow for building OpenClaw agent teams |
| win4r/ClawTeam-OpenClaw | Multi-agent swarm coordination adapted for OpenClaw |
| Gen-Verse/OpenClaw-RL | Research project for training agents through conversational feedback |
| raulvidis/openclaw-multi-agent-kit | Templates for multi-agent OpenClaw teams and Telegram supergroup workflows |
| Chart | Source | Features |
|---|---|---|
| serhanekicii/openclaw-helm | GitHub | Built on bjw-s app-template |
| waTeim/openclaw-helm | GitHub | Multi-channel support |
| khal3d/openclaw | GitHub | Docker & HELM deployment |
- Running OpenClaw on Kubernetes - Metoro Blog
- openclaw-on-eks - Example deployment pattern for OpenClaw on Amazon EKS.
PicoClaw is an ultra-lightweight AI assistant written in Go that runs on less than 10 MB RAM. Boots in 1 second on a $10 RISC-V board (Sipeed LicheeRV Nano with SOPHGO SG2002). Single binary - no Docker, no Node.js, no Python required.
| Spec | Detail |
|---|---|
| Language | Go |
| RAM | < 10 MB |
| Hardware | Sipeed LicheeRV Nano ($10), also ARM64 and x86-64 |
| Boot Time | ~1 second |
| Stars | 5,000+ (gained 5K in 4 days) |
| Messaging | Telegram, Discord, QQ, DingTalk |
| AI Providers | Gemini, Anthropic, OpenRouter, local LLMs |
| Features | Persistent memory, scheduled tasks, web search, multi-provider routing |
Sipeed claims PicoClaw matches OpenClaw's core features with 1% of the code and 1% of the memory. 95% of the codebase was AI-generated.
"It is not enterprise software. There is no promise of quality, no vendor support, no SLA… it ships without authentication enforced by default." - Gartner
- Vectra - When Automation Becomes a Digital Backdoor
- Palo Alto Networks - OpenClaw presents a "lethal trifecta": access to private data + exposure to untrusted content + ability to communicate externally while retaining memory
- Cyera - How AI Adoption Outpaced Security Boundaries
For organizations needing compliance, SLAs, and vendor support, consider:
- Kilo Claw - SSO, audit logs, pay-as-you-go
- ClawCloud Business - $129/mo, dedicated resources
- OpenClaw Hosting Business - Team/Business tiers
- Self-hosted with NanoClaw (security-first fork) in isolated containers
OpenClaw has seen explosive adoption in China with support from major tech companies.
| Company | Integration | Details |
|---|---|---|
| Alibaba Cloud | Simple Application Server | 19 regions, from $4/mo |
| Tencent Cloud | Lighthouse Service | One-click install |
| ByteDance | Volcano Engine | Cloud hosting support |
- Native Feishu (飞书) and Lark support - first official Chinese chat client integration
- EvolutionAI Hub - OpenClaw v2026.2.2
- Rest of World - Moltbot Finds Fans in China and Silicon Valley
- China's Tech Giants Opening Doors to OpenClaw
| Version | Date | Key Changes |
|---|---|---|
| v2026.2.12 | Feb 12, 2026 | 40+ security vulnerabilities patched, SSRF protection, prompt injection prevention, directory traversal fixes, enhanced sandbox isolation |
| v2026.2.9 | Feb 9, 2026 | iOS alpha node app, device pairing/phone control plugins, Grok (xAI) web search, agent management RPC |
| v2026.2.6 | Feb 7, 2026 | Anthropic Opus 4.6 support, Voyage AI native memory support, built-in safety scanner for skills |
| v2026.2.3 | Feb 5, 2026 | Performance improvements, bug fixes |
| v2026.2.2 | Feb 2026 | Feishu/Lark support, onchain integrations |
| v2026.2.1 | Feb 2026 | Security hardening, streaming stability, path traversal fixes |
| v2026.1.30 | Jan 30, 2026 | CVE-2026-25593 & CVE-2026-25475 patches |
| v2026.1.29 | Jan 29, 2026 | CVE-2026-24763, CVE-2026-25253 patches, VirusTotal scanning |
| v2026.1.24-1 | Jan 24, 2026 | DigitalOcean 1-Click base version |
| Project | Stars | Age | Time to 100K Stars | Stars/Day (avg) |
|---|---|---|---|---|
| OpenClaw | 195K | ~4 months | ~2 days | ~1,625 |
| React | 242K | 12 years | ~8 years | ~55 |
| Linux | 216K | 15 years | ~12 years | ~39 |
| Next.js | 137K | 9 years | ~8 years | ~41 |
| Kubernetes | 120K | 11 years | ~10 years | ~29 |
| Vue | 52K | 7 years | - | ~20 |
OpenClaw reached 100K stars in ~2 days (Jan 29-30, 2026) - a feat that took React ~8 years, Linux ~12 years, and Kubernetes ~10 years. Peak growth hit 710 stars/hour on Jan 30, 2026. It is the fastest GitHub repo to reach 100K stars in history.
This repo powers openclawsearch.com - the website automatically renders this README, so any change here updates the site.
- Ecosystem Directory - 80+ curated projects built with OpenClaw
Contributions welcome! Please read the contribution guidelines first.
- Add a resource via pull request to
README.md(auto-updates the website) - Add a project to the Ecosystem Directory via pull request to
directory.html - Report broken links via issues
- Suggest new sections or improvements
This list is released under CC0 1.0 Universal (Public Domain).
