job-search-mcp-jobspySearch and compare job listings across multiple boards using JobSpy MCP, with filters for criteria, location, salary, remote options, and easy apply roles.
Install via ClawdBot CLI:
clawdbot install NikkiJasmine/job-search-mcp-jobspyThis skill enables AI agents to search for job listings across multiple job boards
using the JobSpy MCP server.
JobSpy aggregates listings from sources such as LinkedIn, Indeed, Glassdoor,
ZipRecruiter, Google Jobs, and more into a unified interface.
Use this skill when you want to:
Homebrew-managed Python is externally managed (PEP 668).
Create and activate a virtual environment before installing dependencies:
python3 -m venv .venv
source .venv/bin/activate
pip install mcp python-jobspy pandas pydanticGenerated Mar 1, 2026
Recruiters at staffing agencies can use this skill to quickly source software engineering and data science roles across multiple job boards. It helps identify candidates by finding active job postings that match specific tech stacks and experience levels, streamlining the initial outreach process.
Career coaches can leverage this skill to assist clients in discovering job opportunities tailored to their skills and preferences. By filtering for remote positions or specific locations, coaches provide personalized job search strategies and help clients compare roles from platforms like LinkedIn and Indeed.
HR teams in corporations can utilize this skill to analyze job market trends and benchmark salaries for roles within their industry. It enables them to gather data on competitor job postings and adjust their hiring strategies based on real-time listings from sources like Glassdoor and ZipRecruiter.
Freelancers and independent contractors can use this skill to find short-term or project-based job listings that support remote work. It helps them identify 'Easy Apply' roles and filter by recent postings, allowing for quick application to gigs across various job boards.
Offer a subscription-based platform that integrates this skill to provide recruiters with advanced job search analytics and aggregated listings. Revenue is generated through monthly or annual fees, with tiered pricing based on features like unlimited searches and salary data access.
License this skill to existing career websites or job boards to enhance their search capabilities. Revenue comes from one-time integration fees or ongoing licensing agreements, helping platforms offer unified job searches across multiple sources to their users.
Develop a free web or mobile app that uses this skill for basic job searches, with premium features like advanced filters, salary insights, and application tracking available for a fee. Revenue is generated through in-app purchases or premium subscriptions.
💬 Integration Tip
Ensure the JobSpy MCP server is properly configured and running before integrating this skill to avoid connection issues during job searches.
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