Job Search Mcp Skill
Skill by amoghpurohit
Why use this skill?
Integrate the Job Search MCP Skill into your AI agent to search LinkedIn, Indeed, and more. Aggregate job listings, filter by criteria, and accelerate your job hunt.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/amoghpurohit/job-search-mcp-skillWhat This Skill Does
The Job Search MCP Skill acts as a powerful bridge between your AI agent and the JobSpy engine. It allows your agent to query major global job boards—including LinkedIn, Indeed, Glassdoor, and more—directly from the chat interface. By leveraging the JobSpy MCP Server, the agent can fetch real-time, structured job data, allowing you to bypass manual browsing through multiple websites. It translates natural language requests into specific search filters, such as company name, salary range, location, and remote-work status, providing you with a curated list of opportunities that match your professional background.
Installation
To integrate this capability into your environment, use the OpenClaw hub command: clawhub install openclaw/skills/skills/amoghpurohit/job-search-mcp-skill. Ensure you have the necessary prerequisites installed: Python 3.10+ and the JobSpy MCP server. If you prefer manual setup, you can clone the repository directly and add the server configuration to your claude_desktop_config.json. The setup ensures that your agent has authorized access to the MCP protocol, which serves as the secure communication layer between your AI and the external job scraping utilities.
Use Cases
This skill is perfect for job seekers who want to streamline their search process. Use it when you need to track the job market by searching for roles in specific regions or companies. It is highly effective for filtering high volumes of job postings based on technical criteria like 'Easy Apply' availability or recency (e.g., jobs posted in the last 24 hours). Furthermore, if you are comparing total compensation or market demand across different sectors, this tool provides the data-driven insights necessary for informed career decision-making.
Example Prompts
- 'Find me remote software engineering roles in New York posted within the last 48 hours that offer Easy Apply.'
- 'Search for Senior Product Manager positions at Google and list the results including company names and location.'
- 'Look for jobs in Berlin for data scientists with a focus on machine learning and summarize the top 5 opportunities.'
Tips & Limitations
To get the best results, be as specific as possible with your criteria. Because the skill relies on web scraping via JobSpy, ensure your network environment allows access to job board domains. Note that excessive querying may result in rate-limiting from the target job boards. If a search yields no results, try broadening your job title keywords or removing specific filters like 'Easy Apply'. Always verify job listings on the official company website as third-party aggregators may occasionally display outdated or duplicate information.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-amoghpurohit-job-search-mcp-skill": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
Flags: network-access, external-api