Overview

Job Description Ai MCP provides AI-powered tools via the Model Context Protocol (MCP).

Tools

Tool	Description
generate_job_description	Generate a complete job description for a given role and level.
analyze_requirements	Analyze a job description text and extract structured requirements.
suggest_salary_range	Suggest a competitive salary range based on role, level, and region.
check_bias	Check a job description for biased or non-inclusive language and suggest alterna

Installation

pip install meok-job-description-ai-mcp

Usage with Claude Desktop

Add to your Claude Desktop MCP config (claude_desktop_config.json):

{
  "mcpServers": {
    "job-description-ai": {
      "command": "python",
      "args": ["-m", "meok_job_description_ai_mcp.server"]
    }
  }
}

Usage with FastMCP

from mcp.server.fastmcp import FastMCP

# This server exposes 4 tool(s) via MCP
# See server.py for full implementation

License

MIT © MEOK AI Labs