The artificial intelligence industry now revolves around agentic AI, and no company has captured this new reality better than OpenClaw. OpenClaw is an AI agent — an advanced system that can complete complex, multi-step tasks without any human assistance or rules. But unlike most agents, it operates directly on a local machine without relying on cloud infrastructure or APIs to execute actions.
What to Know About OpenClaw
OpenClaw is an agentic platform that lets users interact with large language models directly in their preferred applications and platforms. It’s designed to run locally on a machine without relying on a cloud provider or API, operate constantly in the background and retain context from previous interactions. Users can then deploy OpenClaw to automate various tasks and workflows on their devices for both personal and professional purposes.
Created by Austrian developer and PSPDFKit founder Peter Steinberger, OpenClaw needed time to forge its identity after Anthropic objected to its original name, Clawdbot. The company went by “Moltbot” for a brief period before finally settling on OpenClaw in 2026. Less than half a year into its current iteration, the platform has surpassed the renowned JavaScript library React on GitHub’s leaderboard, reflecting the exploding popularity of agentic AI even as security risks remain a concern.
Here’s everything you need to know about OpenClaw, including what it can do, how to get started and potential pitfalls to keep in mind.
What Is OpenClaw?
OpenClaw is an open-source agentic platform that can be downloaded and run locally on hardware, directly accessing a system’s infrastructure and services. The platform connects large language models to everyday applications like iMessage, Spotify, Gmail, Slack and WhatsApp. As a result, users can engage with OpenClaw in apps and platforms they’re already familiar with, rather than relying on a separate app to activate it. There’s also a wide selection of popular LLMs and model packages to choose from, including:
- Claude models by Anthropic
- Several models by DeepSeek
- Copilot models by GitHub
- Gemini models by Google
- A slate of models by Mistral
- Several models by Nvidia
- ChatGPT subscriptions by OpenAI
- Grok models by xAI
Unlike typical agents, OpenClaw is designed to run continuously in the background, autonomously completing tasks and bringing issues to a user’s attention only when human decision-making is required. It also possesses long-term memory, so it can remember user preferences, resume multi-step tasks where it left off and handle complex workflows across multiple platforms and applications.
What Does OpenClaw Do?
Because it runs directly on a local machine, OpenClaw makes it easy for users to automate basic tasks and more intricate operations, such as:
- Writing and managing notes
- Creating and editing reminders
- Identifying and playing music
- Browsing the internet
- Reviewing and patching code
- Running shell commands
To customize OpenClaw for more specialized tasks, users can install skills and plugins through a marketplace called ClawHub. For instance, OpenClaw can be configured to scan X for tweets on a specific topic, pin messages in Slack channels and sort Trello boards and lists. This way, users can personalize OpenClaw according to their needs, making it a useful tool across both personal and professional settings.
How OpenClaw Works
Before getting started, note that there are different ways to access OpenClaw. Out of an abundance of caution, some users may prefer to sign up for a hosted version of OpenClaw through platforms like MyClaw, run it in a virtual private server like DigitalOcean or buy another laptop altogether, such as a Mac Mini. For those ready to install OpenClaw on their own machine, here are a few steps to follow:
- Ensure the runtime environment Node.js is set up beforehand.
- Install OpenClaw using the commands unique to macOS, Linux and Windows devices.
- Follow onboarding instructions to choose a preferred model and set up an API key.
- Make sure that the OpenClaw gateway is running.
- Open the dashboard to ensure the platform is functioning properly.
- Enter a message in the UI chat to elicit an AI-generated response.
From there, users can interact with OpenClaw directly in a range of applications, install skills and plugins as needed and reconfigure the platform to update its setup and capabilities according to personal preference. OpenClaw also permits users to run it in a sandbox environment as an additional safety measure.
Key Features of OpenClaw
Here’s a quick overview of the main features that have made OpenClaw an increasingly common choice for those looking for an agent that acts as a personal assistant:
- Direct Access: OpenClaw runs directly on hardware without relying on cloud services or APIs, allowing it to control local systems and resources.
- 24/7 Operation: OpenClaw is designed to run continuously in the background, completing tasks without being prompted.
- Various Integrations: OpenClaw integrates with more than 50 applications, so users can interact with the agent directly in their preferred apps and platforms.
- Long-Term Memory: OpenClaw is built with a robust memory system that enables it to remember context from previous actions.
- Skill Upgrades: Users can install skills and plugins from ClawHub to tailor OpenClaw to handle specialized tasks and workflows.
- Free Pricing: OpenClaw itself is open-source and free to use, although users who connect it to APIs must pay the fee set by each API provider.
Why OpenClaw Matters
More and more businesses are embracing AI agents — to the point that some fear it could upend the traditional SaaS model and disrupt the job market as a whole. Amid this agentic wave, the biggest names in tech have come to recognize the importance of OpenClaw. Nvidia CEO Jensen Huang called it the “fastest-growing open source project in history” while announcing NemoClaw, Nvidia’s own spin on OpenClaw. OpenAI took it one step further by actually hiring Steinberger, acquiring some much-needed operational experience in agentic AI.
Agents have clearly become the future of AI, and OpenClaw promises to accelerate this future by democratizing access to these tools. As an open-source project, OpenClaw enables even those with limited technical expertise to set up and deploy agents across numerous applications and automate multi-step tasks. These abilities could help organizations improve productivity and solve more complicated problems, potentially reshaping society in the years ahead.
OpenClaw Use Cases
OpenClaw could eventually touch all aspects of everyday life. Casual users can deploy the agent to schedule and pay monthly bills; look up flights and book reservations for upcoming trips; and evaluate grocery spending based on a weekly budget.
In the workplace, employees can command OpenClaw to record meeting notes, identify key action points and propose next steps. But the possibilities become even more impactful when considering how teams and organizations can use this tool to drive automation on a broader scale. Here are a few examples of how OpenClaw can function in different sectors:
- Customer Support: OpenClaw can monitor customer emails, prioritize escalating messages and draft responses for customer support personnel to review.
- Marketing: OpenClaw can schedule and publish posts on websites and social media, keeping audiences engaged with new marketing content.
- Healthcare: OpenClaw can process lab results, analyze patient data and share recommendations with healthcare professionals.
- Logistics: OpenClaw can track shipments, generate daily reports and provide alerts when shipments are behind schedule.
- Software Development: OpenClaw can write, test, edit and deploy code, leveraging models like Claude Code to support intricate coding workflows.
- Sales: OpenClaw can manage a CRM platform by submitting notes from sales calls and alerting teams of at-risk deals that require immediate follow-up.
Issues With OpenClaw
Even as OpenClaw grows its user base, security practices haven’t exactly kept up. Granting an agent total access to a personal device can create major headaches, as documented by a security researcher at Meta Superintelligence Labs who had to race to manually stop OpenClaw from deleting her entire email inbox.
And just like any other agent, OpenClaw is inherently riddled with security holes. In the past, developers discovered serious vulnerabilities that could allow hackers to gain administrative access to a machine controlled by OpenClaw, exposing an entire system’s information. More recent flaws have revealed that malicious actors could easily steal sensitive data and user credentials while leaving behind backdoors for future exploits.
For its part, OpenClaw has acknowledged the risks of using agents and committed to strengthening its security measures. But it remains to be seen whether the company can stay on top of the cybersecurity dilemmas introduced by agentic AI.
Notable OpenClaw Developments
While taking on many different rebrands, OpenClaw has made a splash in the AI community and became one of the fastest-growing open-source projects in GitHub history since its 2025 release.
OpenClaw iOS and Android App Release (June 2026)
OpenClaw launched a mobile app for iOS and Android, allowing users to securely access and manage their AI agent while on their smartphones. The native app connects directly to a private OpenClaw Gateway, enabling users to chat with their agent, use real-time voice, approve automated tasks and extend the agent’s context by providing device-specific data.
OpenClaw Release (January 2026)
Steinberger rebranded Moltbot to OpenClaw on January 29, 2026, releasing OpenClaw as an open agent platform that runs on a user’s machine and works from chat apps (including WhatsApp, Telegram, Discord, Slack and Teams). Building on its previous iterations, OpenClaw was designed to execute autonomous tasks such as clearing inboxes, sending emails, managing calendars and checking into flights.
Clawdbot Rebrands to Moltbot (January 2026)
Following a trademark request from Anthropic, Clawdbot rebranded to Moltbot on January 27, 2026. Anthropic asked for the project to move away from the “Clawdbot” name due to its similarities to “Claude,” leading to the Moltbot rebrand. Despite this name change, Moltbot’s code and mission remained the same as before.
Clawdis Rebrands to Clawdbot (January 2026)
On January 2, 2026, Steinberger rebranded Clawdis to Clawdbot. The new name reflected Clawdbot’s functionality as a true bot, and more specifically a personal AI assistant that could autonomously complete tasks, interact with users and run across multiple operating systems.
Warelay Rebrands to Clawdis (December 2025)
On December 3, 2025, Steinberger rebranded the Warelay project to Clawdis. This transition was prompted by a significant shift in the tool’s core functionality, which had quickly outgrown its origins as a WhatsApp relay to become a multi-platform gateway for AI agents that included other messaging support. The new name also leaned heavily into a community-driven crustacean identity, combining a pun on Anthropic’s Claude model with a claw motif.
Wareley and Clawd Release (November 2025)
Peter Steinberger released Warelay (a portmanteau of “WhatsApp” and “relay”) on November 24, 2025, an open-source TypeScript command-line tool designed to bridge WhatsApp with Anthropic’s Claude models. Initially built as a way to run Steinberger’s Clawd assistant and automatically reply to WhatsApp messages, the Warelay gateway unexpectedly went viral within the developer community. Warelay’s release laid the technical foundation for what would eventually become OpenClaw.
Frequently Asked Questions
What do you use OpenClaw for?
OpenClaw can be used for a range of personal and professional tasks. Casual users can deploy the agent to write notes, set daily reminders, play music and browse the web. Meanwhile, employees across various industries can use it to generate marketing content, draft responses to customer emails, track global shipments and test code.
Is OpenClaw open-source?
Yes, OpenClaw is open-source. The platform is licensed under MIT and is readily available on GitHub for users to download.
Is OpenClaw safe to use?
OpenClaw has been riddled with numerous vulnerabilities that could easily enable hackers to take control of users’ machines and steal their data. And like all agents, OpenClaw can exhibit erratic behavior at times. While OpenClaw has taken steps to improve its security, users who want greater peace of mind can sign up for a hosted version of OpenClaw, run it in a virtual private server or buy another laptop dedicated solely to running it.
Is OpenClaw free or paid?
OpenClaw itself is open-source, meaning it’s free to download and use. That said, models that connect to an API come with a rate set by each API provider that users must pay.
