Job Search MCP

What This Skill Does

The Job Search MCP skill integrates the powerful JobSpy engine into your OpenClaw agent, allowing for automated, multi-platform job hunting. Instead of manually navigating disparate sites like LinkedIn, Indeed, Glassdoor, and ZipRecruiter, this skill acts as a unified search layer. It interacts with the JobSpy MCP server to perform deep-web queries, returning structured data including job titles, company names, locations, remote status, and salary ranges. By leveraging this tool, your agent can process vast amounts of listings, apply advanced filtering, and present the most relevant career opportunities directly in your chat interface.

Installation

To install this skill, use the ClawHub CLI command: clawhub install openclaw/skills/skills/amoghpurohit/job-search-mcp. Ensure you have the necessary environment dependencies installed, specifically Python 3.10+ and the JobSpy MCP server configured in your Claude Desktop or OpenClaw runtime environment. The skill requires an active internet connection to communicate with external job boards.

Use Cases

• Aggregated Research: Searching for specific senior engineering roles across multiple platforms simultaneously.
• Trend Analysis: Comparing average salary ranges for Data Scientists across major metropolitan areas.
• Efficiency: Filtering thousands of listings for remote-only, easy-apply roles to save hours of manual browsing.
• Market Intelligence: Gathering recent posts within the last 24 hours to ensure you are the first to apply.

Example Prompts

1. "Find me remote Senior Product Manager roles posted in the last 48 hours on LinkedIn and Indeed with salaries over $150k."
2. "Search for entry-level marketing jobs in Chicago and list the top 5 companies currently hiring."
3. "Look for software developer roles that support visa sponsorship and provide a summary of the top 3 opportunities."

Tips & Limitations

• Rate Limiting: Some job boards implement strict anti-scraping measures. Use broad queries initially to avoid being blocked.
• Data Freshness: Results are dependent on the speed of the underlying board updates; always verify links manually.
• Scope: The skill works best when specific search parameters (location, experience level) are provided clearly in the prompt.
• Privacy: Be mindful of the data being shared with third-party sites during the application process as this skill only facilitates the search.