# jobswithgpt MCP Server - Access 500K+ Real-time Job Listings

> Integrate jobswithgpt MCP to access over 500K continuously refreshed public job listings. Empower your applications with real-time job data and AI-driven search capabilities.

- **URL**: https://agentpedia.codes/mcp/jobswithgpt

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- **Source**: [https://github.com/jobswithgpt/mcp](https://github.com/jobswithgpt/mcp)
- **Category**: Community
- **Publisher**: jobswithgpt
- **Tags**: api, database, ml-ai, data-analysis, tools
- **Status**: verified
- **Last updated**: 2025-11-30

## About

The jobswithgpt MCP Server provides developers with direct, programmatic access to a vast and continuously updated database of over 500,000 public job listings. Designed as an official Model-Client-Protocol (MCP) endpoint, it offers a robust and reliable way to integrate comprehensive job search capabilities into any application, platform, or service. This server eliminates the complex and time-consuming task of building and maintaining a job indexing infrastructure, allowing developers to focus on creating innovative user experiences.

Leveraging this MCP server, developers can easily build AI-powered job search agents, custom career portals, specialized recruitment tools, or even enhance existing HR applications with fresh, relevant job data. Its continuous refreshing ensures that the job listings are always current, providing users with the most up-to-date opportunities. The inherent nature of an MCP also means it's optimized for integration with large language models, enabling sophisticated natural language queries and intelligent job matching algorithms, significantly boosting the functionality and user engagement of any job-related solution.

## Use cases

- Build a custom, AI-powered job board for a niche industry with real-time data.
- Develop an intelligent career assistant that recommends jobs and helps tailor applications based on user profiles.
- Integrate dynamic job search functionality into chatbots or virtual assistants for immediate career advice.
- Power a data analytics platform to track job market trends, skill demand, and geographical opportunities.
- Create automated tools for recruiters to identify relevant candidates or for job seekers to discover new openings.

## Setup

1. Visit the official repository at the URL provided above
2. Review the README.md file for specific installation instructions
3. Install the MCP server using npm, pip, or the recommended package manager
4. Configure the server with your API keys or credentials (if required)
5. Add the server to your MCP client configuration (e.g., Antigravity, Cursor, Claude)
6. Restart your MCP client to load the new server
7. Test the connection by invoking a tool or resource from the server