You heard about OpenClaw, a powerful AI assistant that can browse the web for you, manage your emails, check your crypto portfolio, and even coordinate with other AI agents to handle complex tasks while you sleep. Intrigued, you download the setup guide, follow the quick-start instructions, and within minutes, your new AI helper is running on your laptop. What could go wrong?

As it turns out, quite a lot. Security researchers warn that OpenClaw could leave your passwords, API keys, and private data exposed to theft if incorrectly configured. Malicious plug-ins, unsecured configurations, and advanced attacks have made OpenClaw a high-risk tool for anyone who doesn’t take proper precautions. 

In this article, we’ll explore what makes OpenClaw so powerful yet dangerous, the broader risks of autonomous AI agents, and the steps you can take to protect yourself if you decide to experiment with them.

Key Takeaways

  • OpenClaw is a self-hosted AI agent with deep system access that can control parts of your computer, access your files and online accounts. Its default setup, however, creates serious vulnerabilities and security risks.
  • Researchers have identified hundreds of malicious plug-ins for OpenClaw designed to steal cryptocurrency, passwords, and cloud credentials from users who installed them.
  • It’s advised to isolate OpenClaw or any AI agent and avoid installation on your primary computer. Use a virtual machine, Docker container, or dedicated device to contain potential damage.
  • Hosted AI services, trusted software with built-in AI features, or sandboxed frameworks offer safer ways to explore AI without compromising your systems.

What Is OpenClaw?

OpenClaw, formerly known as Clawdbot and Moltbot, is part of a growing trend of autonomous, self-hosted AI agents designed to perform tasks on your behalf. Unlike traditional cloud-based AI assistants, OpenClaw runs locally on your computer or server, operating continuously in the background rather than being accessed through a web browser.

What sets self-hosted AI agents apart is their ability to maintain memory of past conversations and tasks, install and run plug-ins to expand its skills, and open network ports on your computer for remote control or interaction with other systems. These agentic designs offer powerful capabilities but also introduces significant security risks. 

What Makes AI Agents Like OpenClaw Riskier Than Chatbots?

Installing OpenClaw sets up several components on your computer that introduce unique security risks. Here’s why AI agents like OpenClaw are inherently riskier than traditional chatbots:

Background Access to Your System 

OpenClaw runs continuously in the background, accessing sensitive data like files, emails, and credentials. It can also read environment variables where passwords and API keys are stored, while interacting with untrusted websites and programs. This deep system integration creates far more opportunities for exploitation compared to chatbots, which typically operate in isolated environments.

Unsecured Configuration Files

OpenClaw stores settings, conversation history, and credentials in directories like ~/.OpenClaw. on your hard drive. Security investigations show these often include plaintext API keys and tokens for services like Gmail, Slack, and cryptocurrency exchanges. If an attacker gains access to your computer, they can easily steal these unencrypted credentials and compromise your accounts.

Open Network Gateways

OpenClaw creates endpoints that allow external systems, or potentially external attackers, to send commands to OpenClaw. Dangerously, many installation guides encourage you to make this gateway accessible over your home network or even the internet for convenience, without strong guidance on how to secure it properly.

Broad Permissions to Sensitive Data

To perform tasks like summarizing emails or monitoring crypto portfolios, OpenClaw requires access to your browser cookies, messaging apps, email, and online accounts. While convenient, these extensive permissions create a large attack surface, making it easier for attackers or malicious skills to exploit your data or take unauthorized actions, such as transferring funds.

Critical Security Risks When Downloading OpenClaw or Other AI Agents

OpenClaw is part of a growing category of autonomous AI agents designed to actively perform tasks on your behalf. While this functionality is powerful, it also introduces significant security risks. Researchers have documented numerous incidents where OpenClaw installations were compromised, exposing sensitive data or being used to distribute malware.

Exposed OpenClaw Installations Leave Sensitive Systems Open to Attack

In late 2025, security teams conducted internet-wide scans looking for OpenClaw exposures and found 954 instances with gateway ports accessible from the internet, many without any authentication protecting them. In early 2026, research by Illumio found that more than 4,500 incorrectly configured installations, leaving passwords, API keys, and private data exposed to theft. 

These exposures mean that anyone on the internet could potentially send commands to these AI agents, access their memory and conversation history, or steal authentication tokens that were stored on the host computer. Some installations had Transport Layer Security (TLS) disabled, allowing credentials to be transmitted in plaintext over the network.

Plaintext API Keys and OAuth Tokens Enable Easy Account Takeover

One of OpenClaw’s most critical flaws is its storage of sensitive credentials in plaintext. Multiple investigations found that API keys and OAuth tokens for services like Slack and Gmail are frequently stored unencrypted in configuration files within the ~/.OpenClaw directories. If malware or an attacker gain access to these files, they can immediately impersonate you on connected platforms.

Security experts warn that this design dramatically amplifies the potential damage from any security incident. For instance, connecting OpenClaw to your work email, company chat systems, or financial services could compromise not just your personal data but your organization’s communications and sensitive business information.

Malicious Skills on ClawHub Introduce Massive Supply-Chain Risk

ClawHub, the community repository for OpenClaw plug-ins (or “skills”), has become a hotspot for malicious activity. Between late January and early February 2026, security researchers identified at least 341 malicious skills uploaded to ClawHub, many disguised as helpful tools for cryptocurrency trading, wallet management, or productivity enhancements.

These malicious skills operated in several ways:

  • Malware delivery: Some skills install information-stealing malware, targeting browser passwords, cryptocurrency wallet keys, Secure Shell (SSH) credentials, and saved session tokens.
  • Social engineering commands: The malicious skills included set-up instructions that told users to copy and paste commands directly into their terminal or command prompt. These commands then bypassed security warnings or installed additional backdoors that gave attackers access to the system.
  • Cryptocurrency attacks: Many malicious skills target crypto users, promising automated trading features or wallet security checks while exfiltrating private keys and seed phrases to drain wallets.

Attackers also upload variations of malicious skills under different names, hoping users won’t carefully vet what they install. To minimize risk, treat all third-party skills as potentially dangerous. Only install skills you’ve written yourself or those reviewed by trusted security professionals. Avoid blindly running commands and be especially cautious with financial or cryptocurrency-related skills.

Advanced Prompt Injection and Time‑Shifted Attacks Exploit Agent Autonomy

Beyond traditional malware, researchers have uncovered new attack methods targeting AI agents like OpenClaw, including time-shifted prompt injection. This technique involves planting malicious instructions into content, skills, or memory that become triggered later when specific conditions are met. 

For example, a malicious skill might plant instructions that only activate when the agent detects it has access to a cryptocurrency exchange API, at which point the hidden instructions tell the agent to transfer funds or collect API credentials. These delayed-action attacks make it much harder for users to connect the cause with the effect, because traditional security tools look for immediate malicious behavior.

Different Risk Profiles for Different Users

By now, you might be wondering: should anyone install this software? The answer depends heavily on your technical expertise, what precautions you take, your computer usage, and what you’d be connecting OpenClaw to.

Home Users and Consumers

If you install OpenClaw on the same device where you access your bank, email, or social media, you’re creating multiple pathways for credential theft. A malicious skill or compromised installation could access saved passwords on your browser, steal session cookies that would let attackers impersonate you, or drain your cryptocurrency wallets. Since you don’t have dedicated security teams monitoring your systems at home, the risk of missing a breach until significant damage is done is high.

Developers and Tech Professionals

Security researchers emphasize that OpenClaw’s storage of cloud provider credentials in plaintext, including AWS, Azure, and Google Cloud, version control tokens in GitHub or GitLab, and internal API keys could trigger unauthorized server launches, data exfiltration, or supply-chain attacks in production systems, databases, and code repositories.

Small Businesses and Enterprises

If an attacker compromises an OpenClaw installation that has access to business tools such as Slack workspaces, Microsoft Teams, SharePoint, or internal databases, they can extract confidential business communications, customer data, or intellectual property. They might also use that access to launch phishing attacks against other employees, since the messages would appear to come from a trusted internal account.

Applying Legal Security Frameworks to AI Agents

Government cybersecurity agencies and standards bodies have long promoted concepts such as least privilege, defense in depth, and secure defaults out of the box.

Applied to OpenClaw, these frameworks expose the AI agent’s gaps. It is given broad system access, there’s often a single point of failure if the gateway is exposed, and its many critical protections are disabled or must be manually configured.

Making OpenClaw safe requires you to manually implement these security principles. If you’re not prepared to do that work or don’t have the expertise to do it correctly, you’re running a product that doesn’t meet basic security standards.

How to Safely Download OpenClaw or Other AI Agents

If you are still curious about experimenting with AI agents such as OpenClaw for learning purposes or because you believe the benefits outweigh the risks, then you must take concrete steps to significantly reduce the danger.

Don’t Install It on Your Main Computer; Use Isolation Strategies

The single most important rule agreed upon by security experts: never install OpenClaw on your primary computer. Keep it separate from systems used for everyday work, banking, email, or storing personal files. Instead, use one of these isolation strategies:

  • A dedicated virtual machine: Set up a virtual machine (VM) using software such as VirtualBox, VMware, or native virtualization tools on your operating system. Configure the VM’s network and file-sharing settings so it cannot access your host computer’s files, clipboard, or network resources unless you allow it. Think of this as running OpenClaw in a sandbox where any damage is contained to that environment.
  • A Docker container: If you’re comfortable with containerization, running OpenClaw in a Docker container with strict resource limits and no access to sensitive directories provides another layer of isolation. This technical approach is often used by developers for experimental software.
  • A spare or sacrificial computer: If you have an old laptop or desktop that you don’t use for anything important, this can serve as your OpenClaw testbed. Wipe it clean, install only what’s needed to run OpenClaw, and never log into your real email, bank, or work accounts from that machine to give yourself physical separation.

Treat OpenClaw as potentially hostile software and isolate it from systems or data that matter to you.

Secure the Gateway and Credentials Storage

If you do set up an OpenClaw instance, take steps to secure its gateway and credentials immediately to prevent unauthorized access:

  • Restrict gateway access: Some configurations allow the gateway to accept connections from any IP address. Change this so it only listens on localhost (127.0.0.1), ensuring it’s accessible only from the same machine.
  • Enable strong authentication: Enable any built-in authentication mechanisms, and use strong, unique passwords. Use API tokens or key-based authentication instead of password-only access if able.
  • Encrypted communications: Ensure that any communication with the gateway uses HTTPS rather than plain HTTP to prevent credentials and commands from being intercepted if they travel over a network.
  • Move credentials out of plaintext files: Wherever possible, use environment variables, operating system credential managers, or dedicated secret management tools to store API keys and tokens rather than storing them in plaintext files. Rotate all these credentials regularly, and immediately if you suspect any exposure.

 Run OpenClaw’s built-in security audit commands (e.g., OpenClaw security audit –deep –fix) after setup and on a regular schedule to identify and fix vulnerabilities.

Should You Use OpenClaw?

Before deciding to use OpenClaw, evaluate whether the benefits outweigh the risks. Use this framework to guide your decision.

A Risk-Benefit Checklist for OpenClaw Users

Ask yourself these critical questions before downloading OpenClaw:

  • Do you have sensitive data on your machine? Consider whether you can afford to lose access to accounts like email, banking, work credentials, or cryptocurrency wallets.
  • Do you have the technical expertise to secure it? If terms like ‘bind to localhost’ or ‘environment variable’ are unfamiliar, you may not be equipped to safely deploy OpenClaw.
  • Do you need system-level AI capabilities? If your needs are limited to writing or research, consider trusted services, like McAfee with built-in AI features that don’t require deep system access. If you’re a developer, you can experiment in sandboxed environments instead of your primary workstation.
  • Do you have a backup and recovery plan? Ensure you can quickly rebuild from clean, offline backups if OpenClaw or a malicious skill compromises your system. Document your accounts and recovery mechanisms and store them securely before installation.

If you can’t confidently address these questions, OpenClaw may not be the right choice for you.

Safer Alternatives to Installing AI Agents

For most users, the risks of installing OpenClaw or other AI agents, outweigh the benefits. But you may want to consider these safer alternatives:

  • Use hosted AI services: Tools from reputable providers are run in secure cloud environments, which are managed and monitored professionally. You might not get the same level of customization or control, but you also don’t take on the security burden.
  • Explore AI features in software you trust: Many applications you use already have AI capabilities. Email providers offer smart reply and summarization, and productivity tools have integrated assistants. These are designed to work within their platforms’ security model.
  • Use purpose-built sandboxed frameworks: Newer agent frameworks are being designed with emphasis on sandboxing, zero-trust architectures, and minimal default permissions. If you want to learn about autonomous agents, they provide a safer learning environment.
  • Start with less risky AI tools: Experiment with narrower tools first: browser extensions that use AI for specific tasks, command-line utilities that work only with data you explicitly provide, or local AI models that run inference without network access or system permissions. This allows you to explore new technology without putting your data, money, or identity at risk.

Final Thoughts

OpenClaw or other autonomous AI agents are powerful tools, but that same power makes them dangerous when not properly contained. Its design, default configuration, and ecosystem have created opportunities for theft, compromise, and exploitation on a significant scale.

If you’re toying with the idea of experimenting with OpenClaw or other AI agents, pause and carefully consider if you’re prepared and have the technical expertise to isolate, secure, and monitor them effectively. If you’re not confident in your ability to manage these risks, that’s okay. Safer options like trusted, hosted AI services can provide similar benefits without exposing your systems to unnecessary danger.

Regardless of your choice, protecting your digital life should always be a priority. Keep your systems updated, use strong and unique passwords, enable multi-factor authentication, maintain offline backups, and deploy comprehensive security software that can watch for threats you might miss.

If you do decide to experiment with OpenClaw or other self-hosted AI agents, consider McAfee+ as your safety net. With real-time threat detection, McAfee monitors your network for malicious files and processes, blocking threats like malware, suspicious outbound connections, and data exfiltration before they can cause harm. Beyond software protection, McAfee’s AI resources can help you stay informed as the AI agent landscape continues to evolve.