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H1b Job Search MCP

aryaminus/h1b-job-search-mcp

An MCP (Model Context Protocol) server that automates H-1B job searching using REAL U.S. Department of Labor LCA disclosure data. Built with FastMCP.

View on GitHub

Install

Client configuration

{
  "mcpServers": {
    "h1b-search": {
      "command": "python",
      "args": [
        "/path/to/src/server.py"
      ]
    }
  }
}
Author
@aryaminus
Category
Research & Data, Search Tools
License
MIT
Updated
Oct 6, 2026

Features

  • Download LCA Data: Automatically downloads and caches H-1B LCA disclosure data from the Department of Labor

  • Smart Search: Filter H-1B sponsoring companies by job role, location, and wage

  • Company Analytics: Get detailed sponsorship statistics for specific companies

  • Top Sponsors: List top H-1B sponsoring companies by volume

  • Agency Filtering: Automatically filter out staffing agencies to find direct employers

  • Export Results: Export filtered results to CSV for easy outreach

  • Data Caching: Intelligent caching to avoid re-downloading large datasets

  • Multi-LLM Support: Works with Claude, ChatGPT, Gemini, Cursor, and Poke

Tools (8)

  • load_h1b_data

    Download and load H-1B LCA data from the Department of Labor.

  • search_h1b_jobs

    Search for H-1B sponsoring companies by job role and location.

  • get_company_stats

    Get detailed H-1B sponsorship statistics for a specific company.

  • get_top_sponsors

    List top H-1B sponsoring companies by application volume.

  • export_results

    Export filtered H-1B results to a CSV file.

  • get_available_data

    Check available LCA data periods and cached files.

  • Usage

    Just describe what you want in plain language

  • Examples

Details on this page are taken from the project's README. Open README

Supported clients

Clients mentioned in this server's README:

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