A powerful integration that enables AI agents to extract real-time search engine results from Google, Bing, and more via Membrane.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install serpapi-integration
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 serpapi-integration 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 SerpApi Skill for AI Agents?
The SerpApi skill is a specialized integration designed for developers using the Openclaw Skills framework to programmatically access search engine result pages (SERPs). By leveraging the Membrane ecosystem, this skill abstracts the complexities of search engine scraping and authentication, providing a clean interface for AI agents to retrieve structured data from Google, Bing, and other major search providers.
Using this skill ensures that your AI agents remain focused on high-level logic rather than the brittle nature of web scraping. With built-in support for multiple search engines and automated credential management, it is an essential component for any Openclaw Skills implementation requiring live web data and competitive intelligence.
SerpApi Skill for AI Agents Use Cases
- Automating market research by programmatically gathering search engine results.
- Monitoring SEO rankings and organic search performance across different geographic locations.
- Empowering AI coding agents to perform real-time technical research and documentation lookups.
- Extracting pricing data and product listings from various search engines for data analytics.
How SerpApi Skill for AI Agents Works
- Initialize the environment by installing and logging into the Membrane CLI to establish the Openclaw Skills connection.
- Create a persistent connection to SerpApi which handles all API keys and authentication server-side.
- Search for specific search actions using natural language intents to identify the best endpoint for your query.
- Execute actions through the CLI or AI agent, passing search parameters such as query terms or location filters.
- Receive structured JSON output containing search results, which can be immediately processed by the AI agent's workflow.
SerpApi Skill for AI Agents Setup
First, install the global CLI to manage your Openclaw Skills:
npm install -g @membranehq/cli@latest
Authenticate your agent (e.g., openclaw):
membrane login --tenant --clientName=openclaw
Establish the SerpApi connection:
membrane connection ensure "https://serpapi.com/" --json
If the connection state is BUILDING, poll for readiness:
npx @membranehq/cli connection get <id> --wait --json
SerpApi Skill for AI Agents Data Schema & Taxonomy
The skill returns highly structured search data. Below is the typical organization of the result data:
| Component | Description |
|---|---|
| Search Metadata | Contains information about the request, status, and processing time. |
| Organic Results | A detailed list of search results including title, link, snippet, and position. |
| Knowledge Graph | Structured data regarding entities found in the search results. |
| Related Searches | A list of queries frequently associated with the primary search term. |
| Pagination | Metadata for navigating through multiple pages of search results. |
SerpApi Skill for AI Agents Advanced Features
- Multi-agent support: Tailor tool adjustments specifically for agents like openclaw, claude, or windsurf.
- Proxy Requests: Send raw HTTP requests directly to the SerpApi API while Membrane automatically injects auth headers.
- Natural Language Action Discovery: Find the correct API endpoint by describing your intent rather than memorizing documentation.
- Automatic Credential Refresh: Securely manage long-lived connections without local storage of sensitive API keys.
SKILL.md
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