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CSOAI-ORG

Job Description AI MCP

Official

Job Description Ai MCP

MCP server for job description ai mcp operations

PyPI License: MIT MEOK AI Labs

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

A
license - permissive license
-
quality - not tested
B
maintenance

Maintenance

Maintainers
Response time
Release cycle
1Releases (12mo)

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MCP directory API

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curl -X GET 'https://glama.ai/api/mcp/v1/servers/CSOAI-ORG/job-description-ai-mcp'

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