OpenClaw Chrome Extension: Browser Automation Without Code

The OpenClaw Chrome Extension puts AI agent capabilities directly in your browser. No terminal. No command line. Just right-click on any page and tell the agent what to do.

It's the most accessible way to use OpenClaw if you've never touched a terminal — and even power users find it faster for quick browser-based tasks.

What the Extension Does

The Chrome Extension runs a lightweight version of OpenClaw inside your browser. It can:

• Read any webpage you're viewing and answer questions about it

• Extract data from tables, lists, or unstructured content into spreadsheets

• Fill forms across multiple pages automatically

• Summarize long articles, documents, or email threads

• Record workflows — watch what you do, then replay it autonomously

• Monitor pages for changes and alert you

The key difference from the CLI version: everything happens in your existing browser session. Your cookies, logins, and extensions all work. The agent sees exactly what you see.

How It Differs from Browser Relay

Both let OpenClaw interact with websites, but they're fundamentally different tools:

| Feature | Chrome Extension | Browser Relay | | --------- | ----------------- | --------------- | | Runs in | Your personal browser | Headless Chrome (separate process) | | Authentication | Uses your logged-in sessions | Needs separate credentials | | Setup | Install from Chrome Web Store | Configure MCP server + headless Chrome | | User | Non-technical, interactive use | Developers, automated pipelines | | Visibility | You see everything happening | Background process (unless --no-headless) | | Scale | One browser, one user | Multiple instances, parallel execution | | Offline capable | No (needs API) | No (needs API) | | Context | Current tab + visible page | Any URL, programmatic navigation |

Use the Chrome Extension for interactive, one-off tasks in your browser. Use Browser Relay for automated, unattended workflows.

Installation

From the Chrome Web Store

1. Go to the Chrome Web Store and search "OpenClaw"

2. Click "Add to Chrome"

3. Click the extension icon in your toolbar

4. Enter your Anthropic API key when prompted

5. Done — right-click any page to start using it

Manual Installation (Developer Mode)

If the extension isn't on the Web Store yet or you want the latest version:

# Clone the extension repo
git clone https://github.com/anthropic/openclaw-chrome-extension
cd openclaw-chrome-extension
npm install && npm run build

Then in Chrome:

1. Go to chrome://extensions

2. Enable "Developer mode" (top right)

3. Click "Load unpacked"

4. Select the dist/ folder from the cloned repo

Configuration

Click the extension icon to open settings:

• API Key: Your Anthropic API key (stored locally, never sent to third parties)

• Model: Choose between Claude Sonnet (default, balanced), Claude Haiku (faster, cheaper), or Claude Opus (more capable, slower)

• Auto-permissions: Toggle whether the extension asks before performing actions or executes autonomously

• Data extraction format: CSV, JSON, or Markdown for extracted data

Use Cases for Non-Developers

The Chrome Extension is where OpenClaw becomes accessible to everyone, not just developers.

Data Extraction from Websites

Right-click on any page with structured data:

"Extract all product names, prices, and ratings from this page into a spreadsheet"

The extension reads the rendered page, identifies the data structure, and outputs a clean CSV. Works on:

• E-commerce product listings

• Directory pages

• Job boards

• Real estate listings

• Any table or repeated content pattern

No need to inspect HTML or write scraping scripts. The agent uses visual understanding to find the data.

Form Automation

For repetitive form filling:

"Fill this form with the data from the first row of contacts.csv, then submit and move to the next row"

The extension reads your uploaded CSV, identifies form fields by their labels, fills them in, submits, and repeats. Useful for:

• CRM data entry

• Application submissions

• Survey responses from a template

• Bulk account creation

Research and Summarization

Open a long article or report:

"Summarize this article in 3 bullet points and identify the key statistics mentioned"

The extension reads the full page content (not just what's visible) and produces a concise summary. Chain it across tabs:

"Read the 5 open tabs about competitor pricing and create a comparison table"

Workflow Recording

This is the killer feature for non-technical users. Click "Record" in the extension popup, then:

1. Perform your workflow manually (navigate, click, type, submit)

2. Click "Stop Recording"

3. The extension saves the workflow as replayable steps

4. Click "Replay" anytime to execute it again

Unlike traditional macro recorders, OpenClaw's recording is semantic, not pixel-based. If a button moves or a page layout changes, the agent adapts because it understands what it's doing, not just where to click.

Page Monitoring

"Check this page every hour and notify me if the price drops below $500"

The extension can set up lightweight monitoring that runs in the background. Useful for:

• Price tracking on e-commerce sites

• Job posting alerts

• Stock availability checks

• Competitor website changes

Note: monitoring only works while Chrome is open. For 24/7 monitoring, use the full OpenClaw CLI with a cron job instead.

Power User Tips

Keyboard Shortcut

Set up a keyboard shortcut for instant access:

1. Go to chrome://extensions/shortcuts

2. Find OpenClaw

3. Set a shortcut (e.g., Ctrl+Shift+O or Cmd+Shift+O on Mac)

Now you can invoke the agent without right-clicking.

Context Menu Integration

The extension adds context menu options:

• Right-click on text: "Explain this", "Translate this", "Summarize this"

• Right-click on an image: "Describe this image", "Extract text from image"

• Right-click on a table: "Extract this table to CSV"

• Right-click on a page: "Summarize this page", "Extract all data"

Combining with MCP Servers

The extension can connect to MCP servers running on your machine:

// Extension settings > Advanced > MCP Servers
{
  "servers": {
    "postgres": {
      "url": "http://localhost:3100"
    }
  }
}

This lets the extension pull data from local databases or APIs while interacting with web pages — bridging local tools and browser context.

Limitations

No file system access. Unlike the CLI version, the extension can't read or write files on your computer (browser security sandbox). It can only interact with web content and download files through the browser.

Single tab focus. The extension operates on one tab at a time. It can open new tabs but can't run parallel operations across multiple tabs simultaneously.

API costs. Every interaction sends a request to the model API. Extracting data from a large page might cost $0.05-0.20 depending on content length. Workflow recording and replay multiply costs by the number of steps.

Chrome only. The extension works on Chrome and Chromium-based browsers (Edge, Brave, Arc). No Firefox or Safari support.

No background execution. When you close the tab or Chrome, the agent stops. It doesn't run as a background service. For persistent, always-on agents, use the CLI version or a tool like RunAgents which handles agent lifecycle management.

Privacy and Security

The extension processes page content through the Anthropic API (or whichever provider you configure). This means:

• Page content is sent to the AI provider. Don't use it on pages with sensitive data (banking, medical records) unless you're comfortable with that data being processed by the API.

• Your API key is stored locally in Chrome's extension storage. It's never sent to any server other than the AI provider's API.

• No telemetry. The extension doesn't phone home or collect usage data.

• Permissions are scoped. The extension only accesses the active tab when you invoke it. It doesn't read all your browsing activity.

For enterprise environments where data privacy is critical, consider running OpenClaw's CLI with a self-hosted model instead of the Chrome Extension.

Alternatives

If the Chrome Extension doesn't fit your needs:

• OpenClaw CLI: Full power, terminal-based, file system access. Best for developers.

• Browser Relay: Headless automation for unattended tasks. Best for pipelines.

• ClawdBot: Messaging bot interface (Slack, WhatsApp). Best for team-wide access.

• RunAgents: Dashboard for managing multiple agents with visual task management. Best for teams coordinating several agents across different workflows.

Each tool hits a different point on the ease-of-use vs. power spectrum. The Chrome Extension maximizes ease of use at the cost of some power features.

Frequently Asked Questions

Is the OpenClaw Chrome Extension free?

The extension itself is free. You pay for AI model API usage, same as with the CLI. A typical session of data extraction and browsing might cost $0.10-0.50 depending on how much content the agent processes.

Does the extension work on other Chromium browsers?

Yes. It works on Microsoft Edge, Brave, Arc, and any other Chromium-based browser. Install it the same way — through the respective browser's extension store or via developer mode.

Can the extension access my passwords or banking information?

The extension only reads page content when you explicitly invoke it (right-click or keyboard shortcut). It doesn't passively monitor your browsing. However, if you invoke it on a page that displays sensitive information, that content will be sent to the AI provider's API for processing.

How is this different from ChatGPT's browsing feature?

ChatGPT browses the web from its servers — it can't see your logged-in sessions, private pages, or intranet sites. The OpenClaw Chrome Extension runs in your browser with your credentials, so it can interact with any page you can access. It also executes actions (clicking, typing, form submission), not just reading.

Can I use the extension with OpenAI models instead of Claude?

Yes. In the extension settings, change the provider to OpenAI and enter your OpenAI API key. GPT-4o works well for visual tasks. Note that the extension is optimized for Claude's tool-use patterns, so some features may work slightly better with Anthropic models.

Does workflow recording work on all websites?

Most websites work, but heavily dynamic SPAs (single-page applications) with complex client-side state can trip up the replay. Sites that use anti-bot measures, CAPTCHAs, or constantly changing DOM structures may also cause replays to fail. Test your recording on a small workflow first before recording long sequences.

Want browser automation with team oversight? RunAgents gives you managed OpenClaw hosting with task management, team collaboration, and agent debugging built in. Get started free

Related Guides

• OpenClaw Browser Relay -- Advanced browser automation

• OpenClaw Skills Guide -- All agent capabilities

• What Is OpenClaw? -- Framework overview