What is OpenClaw?
OpenClaw is a free, open source personal AI agent released under the MIT license that you install on your own computer and control by messaging it from chat apps. It was created by Austrian developer Peter Steinberger: released in November 2025, it was also called Clawdbot and Moltbot before taking its current name at the end of January 2026. In February 2026 Steinberger joined OpenAI, and the project is now run by the OpenClaw Foundation, a US non-profit.
Unlike ChatGPT or Gemini, it is not an online service: it runs on the user's machine, keeps its memory and data there and connects to the AI model of your choice, from Claude to GPT, Gemini or local models via Ollama. There are no paid versions. With more than 390,000 stars it is one of the most followed projects on GitHub.
Main Features
- Chat where you already are: works from WhatsApp, Telegram, Discord, Slack, Signal, iMessage and other channels, group chats included
- System access: browses the web, fills in forms, handles files and runs commands, optionally sandboxed
- Persistent memory: remembers preferences, projects and people from one conversation to the next
- Any model: cloud, subscription-backed or local models, interchangeable
- Skills and plugins: extend it with community skills or write your own
- Team use: one shared installation with sessions that several people can follow and steer
How Does OpenClaw Work?
You install the desktop app for macOS, Windows or Linux, or use the install command, which also sets up Node.js. Then you connect an AI model with an API key or a subscription and pair the chat apps you want to use. From then on you simply message the agent, for example asking it to tidy your inbox or book a meeting, and it carries out the steps on the connected services.
Its abilities grow through skills, folders of instructions that explain to the agent how to use a tool, also available from a community repository. Configuration and history stay local; by default the installation sends the foundation nothing but a daily version check, which you can turn off.
Who is OpenClaw for?
- Developers and tech enthusiasts
- People who prefer to keep data and memory on their own computer
- Freelancers and small firms automating repetitive work
- Technical teams that want a shared agent
- Users who want to pick their AI model freely
Use Cases
- Tidying the inbox and drafting replies
- Managing the calendar and getting a daily brief
- Researching contacts and companies on the web
- Running scripts, checking builds and working on software projects
- Getting reminders and giving orders from your phone
Pricing
OpenClaw is free and open source: there is no subscription, no paid hosted tier and no enterprise edition. The real cost is the AI model you connect: you pay the pay-as-you-go rates of your chosen provider (Anthropic, OpenAI, Google and others) or use a compatible subscription, while with a local model you only pay for the hardware.
Pros and Cons
Pros:
- Free, open source and not tied to a single AI provider
- Data and memory stay on your computer
- Works from everyday chat apps and can be extended with skills
Cons:
- Serious security risks: with access to email, files and commands it is exposed to prompt injection, and researchers found third-party skills that exfiltrated data
- The sandbox is off by default, and its own maintainers advise against it for anyone who cannot use the command line
- Model costs can climb quickly with heavy use
Final Verdict
OpenClaw is the benchmark among open source personal agents and is a good choice for technically skilled users who want an assistant that actually takes action, under their own control. Precisely because it can read email and run commands, it is wise to start in the sandbox, with limited permissions and only vetted skills. If you want something ready to use, a commercial service is the better option.