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Jobspy MCP Server

The JobSpy MCP server is a tool that provides cross - platform job search functionality for AI assistants through the Model Context Protocol (MCP), supporting job searches on multiple platforms and structured data output.
2 points
17

What is JobSpy MCP Server?

JobSpy MCP Server is an intermediary service that connects AI assistants with multiple job search platforms. It enables AI assistants to search for job information on websites such as Indeed, LinkedIn, and Glassdoor and return the results in structured data.

How to use JobSpy MCP Server?

You can directly ask for job information through an AI assistant (such as Claude) or set search criteria through the web interface. The server will handle complex search requests and return organized job data.

Use cases

It is suitable for scenarios where job seekers want to quickly understand job information on multiple platforms, HR needs to collect job data in batches, or AI assistants need real - time job data support.

Main features

Multi - platform searchSearch for job information on multiple job search websites such as Indeed, LinkedIn, and Glassdoor at once
Smart filteringFilter results according to various conditions such as job title, location, and posting time
Structured dataReturn structured data in JSON or CSV format for easy AI processing and analysis
Real - time updatesProvide real - time progress updates and result push through SSE (Server - Sent Events) technology

Advantages and limitations

Advantages
Search multiple job search platforms in one stop, saving time
Return structured data for easy understanding and processing by AI assistants
Support multiple output formats (JSON/CSV) to meet different needs
Provide real - time progress feedback for a good user experience
Limitations
Dependent on the APIs of third - party job search platforms, which may be restricted by them
It is slow to obtain detailed descriptions on some platforms (such as LinkedIn)
Basic configuration and settings are required for use

How to use

Installation preparation
Ensure that Node.js 16+ and Python 3.6+ are installed, and clone the JobSpy repository
Install dependencies
Enter the project directory and install the required dependencies
Configure the environment
Set environment variables or create a.env file to configure server parameters
Start the server
Run the start command to start the service

Usage examples

Basic job searchSearch for recruitment information for specific positions in specific locations through an AI assistant
Multi - platform comparisonCompare the recruitment situations of the same position on different platforms
Specific skill searchSearch for jobs that require specific skills

Frequently Asked Questions

Do I need programming knowledge to use it?
Are the search results real - time?
Which job search websites are supported?
How to improve the accuracy of search results?

Related resources

JobSpy GitHub repository
The core code library of the JobSpy tool
MCP protocol documentation
The official documentation of the Model Context Protocol
Installation video tutorial
A video guide for the installation and configuration of JobSpy MCP Server
Installation
Copy the following command to your Client for configuration
{
  "mcpServers": {
    "jobspy": {
      "command": "node",
      "args": ["/path/to/jobspy-mcp-server/src/index.js"],
      "env": {
        "ENABLE_SSE": 0
      }
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.
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