An automated integration enabling AI agents and developers to safely run ParseHub web scraping projects and retrieve structured web data without writing custom scrapers.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install oo-parsehub
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 oo-parsehub 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 ParseHub Integration?
The ParseHub skill enables AI coding agents and automated workflows to seamlessly interface with ParseHub, a powerful visual web scraping tool. By leveraging Openclaw Skills, developers can instruct AI agents to extract structured data from any website without writing custom scraper scripts or managing API authentications manually.
Through this integration, OOMOL handles credential management securely server-side. This ensures your ParseHub API tokens are never exposed in raw formats or committed to code repositories, streamlining your web data harvesting pipelines.
ParseHub Integration Use Cases
- Automating market research and competitor price tracking by pulling data from pre-configured ParseHub scraping projects.
- Extracting structured data from e-commerce sites, directories, and real estate portals directly into AI agent workflows.
- Integrating automated web scraping and data harvesting into multi-agent systems using standardized Openclaw Skills.
- Eliminating manual file downloads by letting AI agents fetch and clean scraping results programmatically.
How ParseHub Integration Works
- The AI agent or user triggers an action using the ParseHub connector via the command-line interface.
- The skill queries the dynamic schema for the chosen ParseHub action using the
oo connector schemacommand. - A validated JSON payload is sent securely through OOMOL's authenticated channel, eliminating local token handling.
- ParseHub executes the project run or fetches metadata, returning the raw structured JSON response.
- The downstream workflow processes the extracted data or passes it to other Openclaw Skills for further analysis.
ParseHub Integration Setup
To configure the ParseHub integration, follow these one-time setup steps:
First, install the OOMOL CLI on your system:
# For macOS / Linux
curl -fsSL https://cli.oomol.com/install.sh | bash
# For Windows PowerShell
irm https://cli.oomol.com/install.ps1 | iex
Next, authenticate your OOMOL account once:
oo auth login
Finally, connect your ParseHub account (using your API key) via the web console:
https://console.oomol.com/app-connections?provider=parsehub
Once authorized, your local agent can interact with Openclaw Skills and run ParseHub actions directly.
ParseHub Integration Data Schema & Taxonomy
The ParseHub skill operates on structured inputs and outputs specified by the live API contract. Developers can query live schemas dynamically.
Core Actions and Outputs
| Action Name | Description | Response Model |
|---|---|---|
get_project |
Fetches details and configuration of a specific ParseHub project | JSON object containing project fields |
list_projects |
Lists all projects accessible under the authenticated API key | Paginated array of project summaries |
All successfully executed actions return an object format containing a data key for payload responses and a meta key containing execution metrics:
{
"data": { ... },
"meta": {
"executionId": "unique-execution-id-string"
}
}
ParseHub Integration Advanced Features
- Live API Contract Validation: Dynamically fetch schemas prior to payload construction to prevent run-time exceptions.
- Server-Side Token Safety: OOMOL securely handles ParseHub API credentials, preventing local key leaks or exposure within agent history.
- State-Change Guardrails: Built-in support requiring user confirmation before running non-safe actions, ensuring system safety.
- Extensible Workflows: Easily pipe ParseHub web data results directly into other data processing or file-generating Openclaw Skills.
SKILL.md
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