OpenClaw is an open-source personal AI assistant that runs locally on your machine and has taken the tech world by storm. Originally released as ClawdBot in late 2025 by software engineer Peter Steinberger, it was renamed to MoltBot after a trademark request from Anthropic, then finally to OpenClaw. In just three days, it surpassed 100,000 GitHub stars and attracted 2 million visitors in a single week. Unlike cloud-based AI assistants, OpenClaw runs on your hardware (Mac, Windows, or Linux) and connects to your favorite messaging platforms like WhatsApp, Telegram, Discord, and Slack.
Key Statistics
100K+
GitHub stars in 3 days
Source: GitHub 2026
2M
Visitors in first week
Source: OpenClaw Analytics
50+
Available integrations
Source: OpenClaw Docs
157K+
Agents on Moltbook network
Source: Moltbook Jan 2026
Pros and Cons
✓ Pros
- • Complete privacy - data stays on your machine
- • Fully open-source with MIT-style license
- • Works with any LLM provider or local models
- • Active community with rapid development
- • No subscription fees - bring your own API key
✗ Cons
- • Significant security risks if misconfigured
- • Requires technical knowledge for setup
- • API costs can add up with heavy use
- • Some messaging channels have setup complexity
Key Features
openclaw offers these core capabilities:
- → Local execution with full privacy - runs on your hardware using Claude, OpenAI, or local models
- → Multi-platform chat access via WhatsApp, Telegram, Discord, Slack, Signal, and iMessage
- → Persistent memory that learns your preferences across sessions
- → Browser control for web automation, form filling, and data extraction
- → System access for file operations, shell commands, and script execution
- → 50+ integrations including Spotify, Philips Hue, Obsidian, GitHub, and Gmail
- → Extensible skill system with community plugins and self-generating capabilities
Use Cases
Here are the most common ways people use openclaw:
- → Automated email management and calendar coordination
- → Code testing and development automation
- → Research and information gathering across the web
- → Smart home control and IoT automation
- → Personal task management and scheduling
- → Content creation and multimodal processing
Getting Started
Follow these steps to set up openclaw:
- → Install via one-liner: curl -fsSL https://openclaw.ai/install.sh | bash
- → Alternative: npm i -g openclaw for npm users
- → Run the onboarding wizard: openclaw onboard --install-daemon
- → Configure your AI provider (Anthropic, OpenAI, or local model)
- → Connect your messaging channels (WhatsApp requires QR code scan)
- → Access the dashboard at http://127.0.0.1:18789/
Official Resources
Security Considerations
OpenClaw accepts untrusted input (emails, web content) and has shell access, making it vulnerable to Remote Code Execution (RCE) via prompt injection. Security researcher Simon Willison calls this the 'lethal trifecta': private data access + untrusted content + action capability.
SlowMist reported that a gateway vulnerability exposed hundreds of API keys and private chat histories. Always use credential isolation and never expose the Control UI to the public internet.
The most common compromise comes from accidentally exposing the Control UI dashboard to the internet through misconfiguration, open ports, or unsafe proxy setups.
Key Takeaways
- → Complete privacy - data stays on your machine
- → Fully open-source with MIT-style license
- → Works with any LLM provider or local models
- → Active community with rapid development
Related Searches
Frequently Asked Questions
Is OpenClaw the same as ClawdBot and MoltBot?
Yes, they're all the same project. It was originally called ClawdBot, renamed to MoltBot on January 27, 2026 after Anthropic's trademark request, and later renamed to OpenClaw. Older installations may still use ~/.clawdbot or ~/.moltbot directories.
Is OpenClaw safe to use?
OpenClaw requires careful security configuration. It needs access to your files, credentials, and system to function, which creates significant risk if misconfigured. Security experts recommend using sandboxing, credential isolation, and never exposing the Control UI to the internet. Anthropic Opus 4.5 is recommended as the model due to better prompt injection resistance.
How much does OpenClaw cost?
OpenClaw itself is free and open-source. However, you'll need to pay for the underlying AI model API (Anthropic, OpenAI, etc.) based on your usage. You can also use free local models via Ollama to avoid API costs entirely.
Can OpenClaw work with local LLMs?
Yes, OpenClaw supports local models through Ollama and other OpenAI-compatible APIs. This enables fully offline operation with complete privacy, though local models may have reduced capabilities compared to cloud APIs.
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