A drop-in browser replacement for AI agents that turns web traffic into high-performance, reusable API endpoints.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install unbrowse-openclaw
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install unbrowse-openclaw using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is unbrowse?
unbrowse is a sophisticated tool designed to bridge the gap between AI agents and the web by analyzing network traffic to generate reusable API skills. Instead of repeatedly scraping a site using resource-heavy browser sessions, unbrowse discovers the underlying API endpoints during the first interaction and caches them for lightning-fast subsequent access. This approach enables agents to interact with websites as if they had official API documentation, facilitating structured data extraction and automated interactions across a shared marketplace of Openclaw Skills.
unbrowse Use Cases
- Extracting structured data from complex websites without public APIs.
- Automating web interactions like feed scrolling, post retrieval, or social media monitoring.
- Discovering hidden API endpoints for long-term data collection and research.
- Managing authentication for gated sites by leveraging existing browser session cookies.
- Reducing latency in agent-driven web tasks by bypassing heavy frontend rendering.
How unbrowse Works
- The agent initiates a resolve intent command to search the registry or capture new traffic from a target URL.
- unbrowse analyzes the network traffic in real-time to identify relevant API patterns and ranked endpoints.
- The agent executes the discovered skill using specific flags to extract, filter, and limit data into a clean JSON format.
- For repeated tasks, the agent or user can submit an extraction recipe to standardize output for all future requests within the Openclaw Skills ecosystem.
- Mandatory feedback is submitted to the global registry to refine skill accuracy and scoring for the community.
unbrowse Setup
To get started with this skill, follow these installation steps:
# Navigate to the skill directory
cd ~/.agents/skills/unbrowse
# Install the required browser engine
npx agent-browser install
# Perform a health check and accept the Terms of Service
bun src/cli.ts health
unbrowse Data Schema & Taxonomy
unbrowse organizes its discovered metadata and extraction logic through a structured schema to ensure consistency across the Openclaw Skills marketplace:
| Component | Description |
|---|---|
| skill_id | A unique identifier for a specific website's discovered API set. |
| endpoint_id | A specific resource or action within a skill (e.g., Search, Timeline). |
| Extraction Recipe | A JSON-based configuration defining paths, field aliases, and filters. |
| Session Logs | Debugging data and network traces used to verify endpoint accuracy. |
| Marketplace Registry | The global repository where API structures are published, scored, and shared. |
unbrowse Advanced Features
- Shared Marketplace: Access a collective registry where skills discovered by any agent are published and reusable by all Openclaw Skills users.
- Automatic Authentication: Seamlessly extracts cookies from Chrome or Firefox to handle login-gated content without manual credential entry.
- Built-in Extraction Engine: Use the --path and --extract flags to transform 1MB of raw JSON into a few KB of relevant data instantly.
- Mutation Protection: Includes safety features like --dry-run and --confirm-unsafe for performing actions like posting or deleting data.
- Extensible REST API: Provides a local server on port 6969 for advanced integrations beyond the standard CLI workflow.
SKILL.md
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