A zero-API-key search aggregator for AI agents specifically designed to retrieve and navigate Chinese web content and domestic search engines.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install multi-search-cn
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 multi-search-cn 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 Multi-Search-CN?
Multi-Search-CN is a powerful utility within the Openclaw Skills ecosystem designed to bridge the gap between global AI models and the Chinese internet landscape. It utilizes DuckDuckGo HTML (cn-zh) to scrape and parse search results without requiring expensive API keys, while simultaneously generating direct deep-links for major Chinese search engines including Bing China, Baidu, Sogou, and 360 Search.
This skill is essential for developers and researchers who need reliable access to domestic Chinese information, government policies, or public sentiment that Western-centric search engines often miss. By integrating this into an AI agent's workflow, users can bypass the limitations of Brave or Google search when those services are unavailable or yield insufficient localized results.
Multi-Search-CN Use Cases
- Retrieving real-time domestic information such as weather, local news, or policy updates in China.
- Conducting sentiment analysis and public opinion research across multiple Chinese platforms.
- Cross-referencing search results between global engines and domestic providers like Baidu and Sogou.
- Fallback searching for agents when Brave Search or Google Search API quotas are exhausted or restricted.
How Multi-Search-CN Works
- The AI agent receives a query related to Chinese content or domestic information.
- The agent executes the search_cn.py script to fetch results from DuckDuckGo's Chinese-specific HTML interface.
- The script extracts organic search results and parses them into a readable format for the LLM.
- Simultaneously, the tool generates direct search URLs for Baidu, Bing CN, Sogou, and 360 Search.
- The agent presents the synthesized parsed data along with the direct links to the user for further manual verification if needed.
Multi-Search-CN Setup
Ensure you have Python 3.8+ installed. The skill relies on the standard library and does not require external pip packages.
# Navigate to your project and run the search script
python3 .cursor/skills/multi-search-cn/scripts/search_cn.py "your search query"
# To generate only direct URLs for manual browsing
python3 .cursor/skills/multi-search-cn/scripts/search_cn.py "your search query" --urls-only
# To get machine-readable JSON output for your agent
python3 .cursor/skills/multi-search-cn/scripts/search_cn.py "your search query" --json
Multi-Search-CN Data Schema & Taxonomy
| Field | Type | Description |
|---|---|---|
| title | String | The title of the search result from the parsed HTML. |
| url | String | The source destination link. |
| snippet | String | A brief description or preview of the page content. |
| direct_links | Object | A collection of pre-formatted URLs for Baidu, Bing, Sogou, and 360. |
Multi-Search-CN Advanced Features
- Zero-config deployment with no external API dependencies or authentication requirements.
- Support for structured JSON output to enable seamless multi-agent communication and data pipelines.
- Built-in rate-limiting awareness to help developers maintain compliance and avoid IP blocks during high-frequency requests.
- Seamless integration as a fallback mechanism within broader Openclaw Skills search workflows.
SKILL.md
Loading
Related Openclaw Skills
Media.io Wan Video Generator
A sophisticated AI video generation skill that leverages the Wan model family through the Media.io OpenAPI to create cinematic 1080p content from text or images.
Friendly Python
A comprehensive guide for AI agents to write, refactor, and review Python code with a focus on readability and maintainability.
Figure Reference Checker
A specialized tool for maintaining structural integrity and citation consistency in academic and technical manuscripts.
ClawHub: DanceTempo Context Skill
A specialized repository context skill that equips AI agents with the tribal knowledge and protocol specifications required to develop within the DanceTempo ecosystem.
Stakeholder Update Drafter
A specialized AI agent skill that transforms a single set of project facts into multiple tailored communication versions for executives, clients, and internal teams.
Correction Logger
A proactive processing skill designed to log user corrections and agent errors to drive continuous self-improvement for AI systems.
Featured*
