Awesome OpenClaw
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.
Table of Contents
- 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
What is OpenClaw?
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
Core Architecture (6 Layers)
| 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 |
Name History
| 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.
System Requirements
Minimum
| 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 |
Recommended
| 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) |
Quick Start (1 Minute)
npm install -g openclaw@latest
openclaw onboard --install-daemon
openclaw gateway --port 18789 --verbose
That's it. The wizard walks you through API key setup, channel configuration, and security settings.
Setup Methods (1-10 Minutes)
| Method | Time | Difficulty | Best For |
|---|---|---|---|
| Agent37 | 30 sec | Easy | Cheapest managed ($0.99/mo) |
| Clawdy | < 60 sec | Easy | Non-technical + developers wanting zero-config hosting |
| 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 |
| OctoClaw | Minutes | None | Fully managed EU hosting, GDPR-compliant, pre-provisioned number, AI starter budget |
| 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 |
| Railway Community Template | 5 min | Medium | Railway deployment template with a setup wizard, persistent volume paths, Basic auth protection, and backup import/export flows |
Method 1: Official Installer Script
curl -fsSL https://openclaw.ai/install.sh | bash
openclaw onboard --install-daemon
Method 2: npm / pnpm
npm install -g openclaw@latest
# or
pnpm add -g openclaw@latest
Method 3: Docker
git clone https://github.com/openclaw/openclaw.git
cd openclaw
./docker-setup.sh
Method 4: One-Click Cloud Deploys
| 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 |
Hosting Providers Comparison
Free Tier ($0/month)
| 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 |
Budget VPS ($2-8/month)
| 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 |
| EQVPS | Micro (NAT) | $5 | 1 | 2 GB | 25 GB NVMe | Unmetered | EU (DE) |
Mid-Range ($5-25/month)
| 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 |
Serverless & PaaS
| 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 |
| 1Panel | Self-hosted | Free core | VPS storage | No | Open-source VPS control panel with Docker management, app marketplace, and documented OpenClaw agent deployment support |
Managed Hosting Services
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 |
|---|---|---|---|---|---|
| Clawdy | $24 (was $49) | < 60 sec | Managed | Multi-provider (Claude, GPT, Gemini, Kimi), custom subdomain (slug.clawdy.app), SSL/auth/firewall/reverse proxy pre-configured, 99.9% uptime | Price locked at $24/mo for early subscribers |
| 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 |
| ClawBob | $29-219 | 3 min | 2-8 vCPU, 4-64 GB RAM | Fully configured OpenClaw agent with email, browser, 600+ LLMs, 140+ one-click OAuth integrations, image & video generation, PDF extraction, best-in-class security, isolation, and automatic updates. No keys. No config. EU hosting. | $10 in AI credits on signup |
| 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 |
| OneClickClaw | €14.99 (€10.42 annual) | 5 min | Dedicated EU VPS | Your own AI assistant on Telegram/WhatsApp/Discord, BYOK no markup, managed updates/backups, hardened by default, EU/GDPR data residency | - |
| OctoClaw | $19-59 | Minutes | 2-4 vCPU, 4-16 GB RAM | Hetzner Germany, GDPR-compliant, pre-provisioned phone number, AI starter budget, BYOK | - |
| 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 | - |
| RapidClaw | $29+ | Minutes | Managed | Managed OpenClaw hosting with opinionated defaults and no-Docker setup for non-technical operators | - |
| 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 |
| Lobsterland | $6.90+ (Light/Medium/Large) | ~2 min | 1-4 CPU, 3-16 GB RAM | Full UI instance management (LLM providers, env vars, workspace and memory management), Telegram + Slack + WhatsApp support, encrypted credentials, allowlist access control, per-model usage analytics, optional Paperclip workspace add-on | 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 | - |
| RapidClaw | $29+ | Minutes | Managed | Built for non-technical operators - no Docker, no API keys, opinionated defaults, deploys in minutes | - |
Setup-as-a-Service (Freelancers)
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
Master Cost Comparison Table
| Provider | Monthly Cost | Setup Time | Difficulty | 1-Click? | Best For |
|---|---|---|---|---|---|
| Clawdy | $24 | < 60 sec | None | Yes | Zero-config managed hosting |
| 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 |
| OctoClaw | $19 | Minutes | None | Yes | Fully managed EU (Germany), GDPR-compliant |
| 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 |
AI Model API Costs
The real cost of running OpenClaw is the AI model API, not infrastructure.
Provider Pricing (per 1M tokens)
| 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.
Monthly API Cost Estimates
| 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+ |
Cost Optimization Tips
- 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
Total Real-World Cost Examples
| 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 | Clawdy ($24) | Mixed ($30) | $54 | Zero technical setup, custom subdomain |
| 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) | $623 | One developer's real report |
Cloudflare Workers (Moltworker) Deep Dive
Moltworker is Cloudflare's official adaptation of OpenClaw for Workers.
Architecture
- Container: Sandbox (standard-1: 1/2 vCPU, 4 GiB RAM, 8 GB disk)
- Storage: R2 for persistence (auto-sync every 5 minutes)
- Auth: Cloudflare Access (Zero Trust) + gateway token + device pairing
- Status: Proof-of-concept (not an official Cloudflare product)
Setup
git clone https://github.com/cloudflare/moltworker.git
cd moltworker && npm install
npx wrangler secret put ANTHROPIC_API_KEY
export MOLTBOT_GATEWAY_TOKEN=$(openssl rand -hex 32)
npx wrangler secret put MOLTBOT_GATEWAY_TOKEN
npm run deploy
Access: https://your-worker.workers.dev/?token=YOUR_GATEWAY_TOKEN
Cost Breakdown (24/7 Operation)
| 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.
Limitations
- Cannot support Telegram bots (requires persistent connection for long-polling)
- Containers hibernate when not receiving HTTP requests
- Use VPS deployment for Telegram integration
Resources
- GitHub - cloudflare/moltworker
- Blog - Introducing Moltworker
- openclaw-nearai-worker - Worker for hosting OpenClaw in NEAR AI Cloud.
DigitalOcean 1-Click Deploy
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.
Resources
- DigitalOcean Blog - Introducing OpenClaw
- Technical Deep Dive - Security Hardening
- Tutorial - How to Run OpenClaw
Hetzner Setup Guide
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.
Hostinger VPS Setup
| 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.
Oracle Cloud Free Tier Setup
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-daemon
Caveats: ARM architecture, high demand (keep retrying), add credit card to prevent account termination.
Raspberry Pi Setup
| 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-daemon
ESP32 Embedded (MimiClaw)
MimiClaw 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.
Docker Deployment
git clone https://github.com/openclaw/openclaw.git
cd openclaw && ./docker-setup.sh
Useful Commands
docker compose run --rm openclaw-cli pairing approve telegram
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.
- wodby/openclaw - Docker image for OpenClaw Gateway with versioned stability tags, amd64/arm64 builds, and entrypoint-generated configuration.
- OpenSandbox OpenClaw example - Example for launching OpenClaw Gateway inside an OpenSandbox instance with restrictive network policy and configurable image, token, port, and timeout settings.
- OpenKruise Agents OpenClaw example - Kubernetes sandbox example for pre-warmed OpenClaw instances with persistent user data through volume claim templates.
Security & Hardening
Known CVEs (All Patched)
| 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).
Security Best Practices
- 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)
Skills Marketplace Risks
~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
Security Tools
| Tool | Description | Source |
|---|---|---|
| APort Agent Guardrails | Pre-action authorization guardrails for OpenClaw agents using plugin hooks and policy checks. | OpenClaw docs |
| 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 |
| EDAMAME for OpenClaw | Runtime security integration for OpenClaw agents with MCP plugin, provisioning, and behavioral monitoring documentation | GitHub |
| Guardrail Bridge Plugin | Pre-agent policy plugin that checks content before OpenClaw dispatches work to an agent | GitHub |
| OpenClaw Carapace | Security auditor, CVE scanner, and skill analyzer for OpenClaw gateways | GitHub |
| GatewayStack Governance | Governance layer for OpenClaw Gateway with identity, scope, rate limiting, injection detection, and audit logging boundaries | GitHub |
| openclaw-detect | MDM deployment scripts for identifying OpenClaw installations on managed devices | GitHub |
| ClawShield | Security preflight and guardrail toolkit for OpenClaw and Moltbot deployments | GitHub |
| ClawKeeper | Safety plugin and watcher stack for OpenClaw agents, focused on skills, plugins, and runtime protection checks | GitHub |
| OpenClaw Security Watchdog | Security audit workflow that runs OpenClaw-focused checks and generates reviewable reports | GitHub |
| ClawVault | OpenClaw security vault project for tracking and controlling agent access boundaries | GitHub |
| ShieldCortex Realtime | OpenClaw plugin for real-time defense scanning and optional memory extraction | npm |
| AIP OpenClaw | Security plugin for OpenClaw skill signing, capability manifests, and runtime enforcement | npm |
| skill-security-scanner | Static security scanner and linter for OpenClaw skill directories | npm |
| Falco OpenClaw Plugin | Falco plugin for monitoring OpenClaw Gateway logs and matching security-relevant events | GitHub |
| OpenClaw Secure Stack | Hardened deployment wrapper with authentication, skill scanning, prompt-injection checks, and policy controls | GitHub |
| OpenClaw Security Dashboard | Dashboard for reviewing gateway exposure, skill risks, configuration hardening, and identity checks | GitHub |
| Clawpinch | Security audit toolkit for OpenClaw deployments with grouped local checks | GitHub |
| iClaw | Local-first AI workspace for OpenClaw with project-isolated folders, Docker sandbox modes, and the @iclawapp/iclaw npm launcher. |
GitHub |
| ClawShield | PolicyGate security audit tool for OpenClaw agent misconfiguration checks | GitHub |
| Security Watchdog | Host-posture watchdog for OpenClaw with firewall, SSH, exposure, and listening-port checks | GitHub |
| Security Agent | Daily security posture auditor for OpenClaw hosts and hosted services with baseline comparison reports | GitHub |
| ReefWatch | Host-based monitoring skill for OpenClaw machines, with local detection for auth, malware, privilege, and persistence signals | GitHub |
| trentclaw | Security assessment skill for OpenClaw - scans gateway config, tool permissions, installed skills, and MCP servers for risks, then proposes fixes you review before applying. | GitHub |
Security Resources
- 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.
Configuration
Model Providers
| 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 |
Messaging Channels
| 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 |
| Zulip | GitHub | Zulip bot credentials | Channel plugin for Zulip with concurrent message processing, reactions, file uploads, and actions API support |
| SeaTalk | GitHub | SeaTalk app credentials | Channel plugin for routing SeaTalk messages into OpenClaw |
| Rocket.Chat | GitHub | Rocket.Chat DDP / REST credentials | Channel plugin for DMs, groups, threads, media, and multi-account Rocket.Chat setups |
| Rocket.Chat Plugin | GitHub | Rocket.Chat credentials | Community Rocket.Chat plugin for talking with OpenClaw from chat rooms |
| WeChat Official Account | GitHub | WeChat Open Platform app credentials | Channel plugin for connecting subscription or service accounts to OpenClaw through a third-party platform flow |
| Max Messenger | GitHub | Max Bot API credentials | Channel plugin for connecting OpenClaw agents to Max Messenger through the Bot API |
| Thenvoi | GitHub | Thenvoi platform credentials | Channel plugin for connecting OpenClaw to the Thenvoi agent collaboration platform |
| Odoo | GitHub | Odoo webhook settings | Webhook-based Odoo channel plugin for OpenClaw |
| DingTalk Stream Mode | GitHub | DingTalk app credentials | DingTalk channel plugin that documents Stream Mode integration |
| Mesibo | GitHub | Mesibo app credentials | Mesibo channel plugin for OpenClaw messaging workflows |
| IMAP / SMTP | GitHub | Mailbox credentials | IMAP and SMTP channel plugin with IDLE-based push for email-driven OpenClaw workflows |
| Zalo Personal | GitHub | Zalo account credentials | Zalo personal messaging plugin using openzca. Review platform policy before enabling account automation. |
| WeChat Customer Service | GitHub | WeChat Customer Service credentials | Channel plugin for WeChat Customer Service workflows. Review platform policy before enabling account automation. |
| WeChat KF | GitHub | WeChat KF credentials | OpenClaw channel plugin for WeChat KF customer-service messaging |
| WPS Xiezuo | GitHub | WPS 365 bot credentials | Enterprise bot channel plugin for WPS Xiezuo and OpenClaw |
| Mist MFA Gate | GitHub | MFA policy config | OpenClaw channel plugin for MFA-gated agent access |
| OCTO Adapters | GitHub | OCTO workplace credentials | Adapter set that bridges IM platforms and external services into OCTO through OpenClaw channels and WebSocket |
| Olvid | GitHub | Olvid channel credentials | Olvid channel plugin for OpenClaw |
| TrueConf | GitHub | TrueConf app credentials | TrueConf channel plugin for OpenClaw |
| XMTP | GitHub | XMTP wallet / app credentials | XMTP channel plugin for OpenClaw messaging workflows |
| Discord npm package | npm | Discord bot credentials | OpenClaw Discord channel plugin published through npm |
| QQ Bot npm package | npm | QQ bot credentials | OpenClaw QQ Bot channel plugin published through npm |
| Twitch npm package | npm | Twitch app credentials | OpenClaw Twitch channel plugin for routing chat events into an OpenClaw agent |
| Tlon / Urbit npm package | npm | Tlon / Urbit credentials | OpenClaw Tlon/Urbit channel plugin |
| Voice Call npm package | npm | Voice provider credentials | OpenClaw voice-call plugin published through npm |
| Brave plugin package | npm | Browser plugin config | OpenClaw Brave plugin package |
| Diff Viewer package | npm | Plugin config | OpenClaw diff viewer plugin package |
| Diagnostics OTEL package | npm | OpenTelemetry config | OpenClaw diagnostics OpenTelemetry exporter package |
| LarkSuite npm package | npm | Lark / Feishu app credentials | Official Lark/Feishu channel plugin package with documented security warnings |
| OriginTrail DKG Adapter | npm | DKG node config | Adapter that connects a DKG V10 node and chat bridge to an OpenClaw agent |
| Dragon Workbench Channel | npm | Dragon workbench config | Channel plugin that bridges OpenClaw outbound text to the Dragon workbench WebSocket protocol |
| DMWork Channel | npm | DMWork credentials | WuKongIM WebSocket channel plugin for OpenClaw messaging workflows |
| Ozaiya Chat Channel | npm | Ozaiya account credentials | Channel plugin for connecting OpenClaw agents to Ozaiya encrypted group chats |
| Zalo npm package | npm | Zalo credentials | OpenClaw Zalo channel plugin published through npm |
| OpenClaw QQBot Send Skill | GitHub | QQBot media relay | Skill for staging and sending local files, images, audio, and video through a QQBot media relay, with temporary-copy cleanup. |
| Octo Channel | GitHub | Octo WebSocket | ClawHub-published channel plugin that connects OpenClaw to Octo through WebSocket messaging. |
| Agent QQ Sandbox Bot | GitHub | NapCat OneBot / QQ | Python bridge that routes QQ group and private messages through OpenClaw Gateway for sandboxed bot experiments. |
| OpenClaw Team in Feishu | GitHub | Feishu group chats | Coordination daemon for multiple OpenClaw agents in Feishu groups with round-robin and free-speak discussion modes. |
| WeClaws | GitHub | WeChat team console | Self-hosted multi-user WeChat agent control plane with web management, sandboxes, skills, memory, and scheduled tasks. |
| WeCom OpenClaw Integration | GitHub | WeCom app credentials | WeCom channel plugin that connects WeChat Work messages to an OpenClaw agent workflow. |
| OpenClaw Matrix Voice | GitHub | Matrix / LiveKit config | Matrix voice-call bot that routes speech-to-text turns through an OpenClaw Gateway agent. |
| clawd-feishu | GitHub | Lark / Feishu app credentials | Feishu and Lark channel plugin for OpenClaw with Chinese setup wiki and contribution docs. |
| OpenClaw QQ OneBot | GitHub | OneBot v11 / QQ credentials | QQ channel extension for OpenClaw with quickstart, configuration reference, and OneBot v11 bridge docs (canonical repo renamed from constansino/moltbot_qq). Review platform policy before enabling account automation. |
| OpenClaw Kakao | GitHub | KakaoTalk / bridge config | KakaoTalk bridge that routes messages through an OpenClaw Gateway. Review platform policy before enabling account automation. |
| clawdbot-channel-linq | GitHub | Linq Partner API credentials | iMessage, RCS, and SMS channel for Clawdbot through the Linq Partner API, with webhook-based inbound delivery. |
| Relay Spine | GitHub | WeChat / webhook credentials | OpenClaw WeChat channel bridge with QR-authenticated socket sessions and encrypted webhook handling. Review platform policy before enabling account automation. |
| VK npm package | npm | VK community bot credentials | VKontakte channel plugin for OpenClaw using the VK Bots Long Poll API |
| Twilio WhatsApp Channel | npm | Twilio account and webhook config | Twilio WhatsApp channel plugin for OpenClaw with deployment notes for public HTTPS webhooks |
| Lansenger Channel | npm | Lansenger app credentials | Lansenger enterprise messaging channel plugin for OpenClaw with WebSocket inbound and HTTP outbound delivery |
| DingTalk Stream Package | npm | DingTalk robot credentials | DingTalk channel package for OpenClaw using Stream mode and multi-account routing |
| DingClaw Package | npm | DingTalk app credentials | DingTalk channel plugin for OpenClaw with documented OpenClaw version compatibility |
| BridgeX Channel | npm | BridgeX endpoint config | BridgeX channel plugin for agent-to-agent and human-to-agent OpenClaw messaging |
| OpenClaw WebSocket Channel | npm | WebSocket channel config | JSON-over-WebSocket chat channel plugin for custom OpenClaw clients |
| MeepaChat Channel | npm | MeepaChat gateway credentials | Self-hosted MeepaChat channel plugin for OpenClaw using WebSocket inbound and REST outbound paths |
| NIM Channel | npm | NetEase IM credentials | NetEase IM channel plugin for OpenClaw P2P, group, and QChat conversations |
| HelloAgent Channel | npm | HelloAgent relay config | Relay-backed messaging channel plugin for connecting OpenClaw assistants to HelloAgent |
| Friday Next Channel | npm | Apple channel config | Friday Next Apple channel plugin for OpenClaw messaging workflows |
| Sider Chrome Channel | npm | Chrome extension config | Chrome channel plugin package for connecting OpenClaw through the Sider Chrome extension |
| WorkClaw Channel | npm | WorkClaw platform credentials | Enterprise communications channel plugin for OpenClaw workflows |
| Chat4000 Channel | npm | Chat4000 relay config | E2E relay-based channel plugin for routing Chat4000 messages through OpenClaw |
| Aephix Channel | npm | Aephix chat config | Native Aephix chat channel provider for OpenClaw integrations |
| Xiaoyi Channel | npm | Xiaoyi A2A config | Xiaoyi A2A protocol channel plugin for OpenClaw |
Local LLM Integration
Ollama
curl -fsSL https://ollama.com/install.sh | sh
ollama pull llama3.1
{ "provider": "openai", "baseUrl": "http://localhost:11434/v1", "model": "llama3.1" }
LM Studio
{ "provider": "openai", "baseUrl": "http://localhost:1234/v1", "model": "your-model-name" }
vLLM (GPU-Accelerated)
{ "provider": "openai", "baseUrl": "http://localhost:8000/v1", "model": "your-model-name" }
MCP Server Integration
| 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 |
| openclaw-vscode | GitHub | Connects VS Code or Cursor to an OpenClaw Gateway as a node with IDE command surfaces |
| AIWerk MCP Bridge | GitHub | OpenClaw plugin that registers MCP server tools through registerTool with lifecycle configuration |
| Streamable HTTP MCP Bridge | GitHub | Plugin that discovers Streamable HTTP MCP tools and exposes them as native OpenClaw tools |
| Good0007 MCP Server | GitHub | MCP server wrapper around the OpenClaw Gateway WebSocket API with built-in tools |
| Native MCP Contribution | GitHub | Community contribution prototype for configuring MCP servers directly from OpenClaw settings |
| Enhanced MCP Bridge Skill | GitHub | Skill that documents MCP server discovery, search, installation, and native tool calls from OpenClaw |
| MCP Bootstrap | GitHub | Bootstrap package for adding Sequential Thinking and Context7 MCP servers to OpenClaw |
| MCP Router | GitHub | Dynamic MCP tool router that searches large MCP catalogs before calling tools from OpenClaw |
Integrations & Features
Voice Assistant
| 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)
- openclaw-voice - Voice client for OpenClaw Gateway with hold-to-record, transcript editing, and streaming response views.
- claw-voice-chat - Push-to-talk voice chat interface for OpenClaw channels.
- TryclawChat - Browser voice chat client for OpenClaw Gateway with push-to-talk, wake-word, STT, and TTS support.
Home Automation
-
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.
-
Casa - Mac Catalyst app that exposes local HomeKit data through a localhost-only REST API and CLI for OpenClaw automation workflows.
Email & Calendar
-
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.
-
Openmail - Email infrastructure for AI agents with reliable sending, receiving, and routing. Includes an OpenClaw skill (ClawHub) for direct integration into OpenClaw-based workflows.
-
Apple PIM Agent Plugin - Native macOS plugin for exposing Calendar, Reminders, Contacts, and Mail workflows to OpenClaw tool registration.
Google Workspace
Full suite access: Gmail, Calendar, Drive, Docs, Sheets. All data stays local - never passes through third-party services.
Webhooks & Cron Jobs
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.
- Send to OpenClaw - Chrome extension and local webhook server for sending page content or selected text into a Clawdbot session.
- clawhip - Event-to-channel notification router for OpenClaw-related workflows that keeps alerts out of gateway chat sessions.
Live Canvas
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.
Multi-Agent Setup
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.
- Agency Agents OpenClaw integration - Integration guide for converting agency-agent workspaces into OpenClaw agents and registering them with the local gateway.
- 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.
- Claw Orchestrator - Runtime for wrapping multiple coding CLIs as persistent sessions, with OpenClaw plugin support documented by the project.
- openclaw-skill-claude-code - OpenClaw skill for running long coding tasks in the background and returning progress notifications to chat.
- claude-code-clawdbot-skill - Clawdbot skill wrapper for running host CLI coding tasks through a pseudo-terminal in headless sessions.
- 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.
- edict - OpenClaw multi-agent orchestration system with specialized agent roles, a dashboard, model configuration, and audit logs.
- Golutra - Multi-agent orchestration workspace that includes OpenClaw alongside other CLI agents for parallel tasks and long-running workflows.
- linear-agent-bridge - OpenClaw plugin that maps Linear issues into a multi-agent workspace with delegation, progress tracking, and review surfaces.
- openclaw-swarm - Gateway management project for coordinating multiple OpenClaw gateways at scale.
- ClawChief - Chief-of-staff workspace pattern for organizing OpenClaw agent responsibilities.
- MultiUserClaw - Multi-user wrapper around OpenClaw that keeps the upstream gateway unchanged while adding user-level routing.
- ClawSwarm - Multi-agent orchestration system for OpenClaw that coordinates swarm-style work through group chat.
- openclaw-superpowers - Native OpenClaw port of a three-agent software-development framework with install guidance for agent-led setup.
- openclaw_agent_party - OpenClaw skill for talking to multiple agents in one conversation.
- openclaw-hawkins - OpenClaw plugin for durable orchestration state and shared multi-agent memory backed by MariaDB.
Companion Apps
| 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. |
| Claw3D | Web / 3D office | Available | 3D virtual office and studio UI that can connect to an OpenClaw Gateway for visualizing and interacting with agent work |
| 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. |
| lucinate | Cross-platform CLI/TUI | Available | Terminal-native chat client for OpenClaw Gateway and OpenAI-compatible endpoints with streaming responses, tool-call cards, agent management, cron browsing, and session workflows |
| Qclaw | Desktop | Available | GUI helper for OpenClaw setup, environment checks, model configuration, and update workflows. |
| nexu | Desktop | Available | Local-first desktop client for connecting OpenClaw agents to WeChat, Feishu, Slack, Discord, and related IM channels. |
| BlueClaw | iOS | Available | Native iOS client for OpenClaw gateways with SSH tunneling and direct WebSocket modes |
| openclaw-gateway-client | Reference client | Available | Minimal custom Gateway WebSocket client with V3 device-auth challenge-response flow |
| ClawApp | Mobile / PWA | Available | Mobile chat client for OpenClaw agents with streaming conversations, image handling, tool calls, PWA support, and APK packaging |
| ClawdbotMenu | macOS | Available | Menu bar app for starting, stopping, restarting, and checking the status of a local Clawdbot or OpenClaw gateway |
| CloudToLocalLLM | Desktop | Available | Privacy-focused desktop companion that includes OpenClaw Gateway connectivity, local desktop control, chat, avatar, and vision modules |
| ClawPal | Desktop / visual manager | Available | Visual interface for managing OpenClaw agents, models, and configuration files |
| EasyClaw | macOS / Windows | Available | One-click OpenClaw installer for desktop operators |
| OpenClaw Desktop | Desktop | Available | Cross-platform desktop client that connects to OpenClaw Gateway and packages a local app experience. |
| MicroClaw | Windows | Experimental | Windows package for installing and running OpenClaw with a desktop client, local runtime, skills, and permission-controlled sandbox. |
| iClaw | Web | Available | Local chat UI for a running OpenClaw Gateway, with local history storage. |
| OpenClaw Manager | Desktop / web manager | Available | Vue, TypeScript, and Python GUI manager for OpenClaw with Chinese and English interface support. |
| SuperClaw | Windows | Available | Chinese desktop client that embeds an OpenClaw Gateway runtime with a separate data directory. |
| AI Memory Reader | macOS / iOS | Available | Native viewer for local agent memory and session files, including OpenClaw memory paths. |
| Jorgut OpenClaw Desktop | Desktop | Available | Tauri desktop wrapper that starts OpenClaw Gateway and guides first-run setup. |
| Claw Companion Android | Android | Available | Android client for connecting to OpenClaw gateways through QR setup payloads, Tailscale Funnel, or manual endpoints. |
| ClawChat | Mobile | Available | Flutter chat client for OpenClaw Gateway conversations. |
Monitoring & Dashboards
| 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 Monitor | Community dashboard | Vue and Node.js dashboard for OpenClaw Gateway status, sessions, token usage, message trends, and monitor API endpoints |
| laboon-self-healing | Community | Self-healing OpenClaw health-check workflow with restart, remediation, and alert notification steps |
| AgentPulse | Third-party | LLM cost and observability dashboard for tokens, latency, errors, and model usage across agent workloads |
| tokscale | Usage CLI | Token-usage tracker that reads OpenClaw agent data paths alongside other coding-agent tools and renders CLI usage reports. |
| ClawPanel | Management panel | Go-based OpenClaw management panel for channel runtime management, logs, and external gateway operations. |
| Mission Control Center | Operations dashboard | Ubuntu-focused dashboard for OpenClaw agent conversations, scheduled tasks, daily reports, service status, and local MCP services |
| ClawMetry | Observability dashboard | Reads local OpenClaw configuration and renders channel activity, session flow, and agent monitoring views |
| costclaw-telemetry | Cost dashboard | Local dashboard for tracking OpenClaw LLM calls, run-level cost estimates, and usage breakdowns |
| AgentBridge | Coordination dashboard | OpenClaw-first dashboard and API for assigning, tracking, and reviewing work across AI agent teams |
| VibeLens | Session analytics | Session visualization and analytics tool that documents OpenClaw JSONL paths alongside other agent hosts |
| openclaw-observability-monitor | Local monitor | Lightweight localhost monitor for OpenClaw gateway status, event feeds, and snapshots |
| OpenClaw Watchdog | Windows service monitor | Windows service monitor that restarts OpenClaw Gateway when it stops responding |
| clawctl | VM manager | Tooling for running OpenClaw gateways inside isolated virtual machines |
| clawdhome | Multi-instance manager | Mac-focused manager for isolating multiple OpenClaw gateway instances on one host |
| Crabwalk | Companion monitor | Real-time companion monitor for OpenClaw agents |
| ClawLibrary | Visual asset dashboard | 2D library interface for browsing OpenClaw generated assets, runtime activity, and working state |
| ClawProBench | Benchmark harness | Live-first benchmark harness for evaluating agents in the OpenClaw runtime with deterministic grading and repeated trials |
| botmaker | Bot builder | UI for creating containerized OpenClaw bots |
| openclaw-models-ui | Model UI | Visual model-priority manager for OpenClaw Gateway Dashboard |
| openclaw-quickfix | Diagnostics toolkit | Quick diagnostic and repair toolkit for OpenClaw Gateway configuration and runtime issues |
| RuView Presence | Presence plugin | Presence-aware behavior plugin for OpenClaw using RuView WiFi sensing signals |
| AgentTown Observer | Read-only observer | OpenClaw Gateway plugin for observing AgentTown state without write actions |
| ClawLens | Observability and guardrails | Local OpenClaw plugin that records tool calls, scores risky behavior, shows sessions in a dashboard, and supports guardrail actions |
| OpenClaw MC | Gateway control UI | Real-time control interface for OpenClaw Gateway agents, chats, sessions, and automation features |
| Watchclaw | Watchdog CLI | Bash watchdog for checking and recovering OpenClaw Gateway processes on macOS and Linux |
| OpenClaw Rescue | Recovery watchdog | Watchdog and emergency Telegram bot for gateway health checks, doctor runs, alerts, and restart flows |
| Lobstertank | Multi-gateway control plane | Registry and orchestration interface for multiple OpenClaw Gateway instances across local and cloud infrastructure |
| OpenClaw Dashboard | Web dashboard | React and Next.js dashboard that maps OpenClaw Gateway commands into visual pages |
| clawlyx Dashboard | Workstation dashboard | Dashboard for OpenClaw agents, mission control, usage, scheduler health, and history views |
| Single-file OpenClaw Dashboard | Lightweight dashboard | Single HTML and Node.js dashboard for agent fleet, cron, sessions, and conversation visibility |
| Mission Control Board | Mission-control dashboard | Visual board for OpenClaw agent tasks, cron jobs, team status, and daily digest workflows |
| OpenClaw Command Center v2 | Orchestration dashboard | WebSocket RPC dashboard for sessions, cron jobs, kanban tasks, and chat against OpenClaw Gateway |
| OpenClaw Probe Rust | Host agent | Rust host probe for OpenClaw health checks, restarts, session token scanning, system metrics, and backup tasks |
| clawdbot-cost-monitor | Cost dashboard | Local dashboard for parsing OpenClaw session files and showing token and cost history |
| Moltcraft | Visual dashboard | Isometric dashboard that connects to a Moltbot or OpenClaw gateway to visualize agent activity |
Backup & Restore
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" .openclaw
Never 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.
- openclaw-killer - Uninstall and cleanup script for removing OpenClaw components from a host after review.
- backup-openclaw - Python CLI for compressed OpenClaw installation backups with metadata files and optional encrypted upload paths. Review backup contents before remote storage.
Performance Benchmarks
Inference Speed
| 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 |
Memory for Local Models
| 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.
OpenClaw vs Claude Code
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 |
Alternatives & Competitors
| 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 |
| Secure OpenClaw | Messaging assistant | Messaging-platform operators | OpenClaw-like assistant gateway with allowlists, tool-use approvals, scheduled reminders, and Composio app integrations |
| NullClaw | Zig lightweight runtime | Embedded and low-resource users | OpenClaw-style assistant infrastructure implemented as a Zig static binary with provider, channel, memory, tool, and gateway docs |
Moltbook (AI Social Network)
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)
Skills & Plugins
ClawHub (Official Registry)
- URL: clawhub.ai | Skills: 5,705+ | GitHub: openclaw/clawhub
Awesome OpenClaw Skills
- URL: VoltAgent/awesome-openclaw-skills | Skills: 3,009 curated
Lobster Workflow Runtime
Lobster - typed workflow runtime with resumable approvals. Turns skills/tools into composable pipelines.
Notable Skills & Plugins
| 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 |
| TweetClaw | Safety-first X/Twitter plugin via Xquik. Read-only search/extract by default; posting, follow & DM actions are opt-in, gated behind per-account rate limits, exponential backoff on 429/5xx and conservative daily caps to respect X's automation rules. Review X's Developer Policy before enabling writes. | GitHub | npm |
| 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 |
| Before You Build Skill | Pre-build product risk review skill for checking demand, positioning, monetization, retention, trust, distribution, and feature-adoption risk before implementation | ClawHub | 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 |
