Job Description AI

By MEOK AI Labs — Generate, analyze, and optimize job descriptions with bias checking

Installation

pip install job-description-ai-mcp

Usage

python server.py

Tools

generate_job_description

Generate a complete job description for a given role and level.

Parameters:

• title (str): Job title
• level (str): Seniority level: junior, mid, senior, lead, principal (default: "mid")
• company (str): Company name (default: "Our company")
• remote (bool): Whether the role is remote (default: True)
• skills (list[str]): Required skills list

analyze_requirements

Analyze a job description text and extract structured requirements.

Parameters:

• description (str): Full job description text

suggest_salary_range

Suggest a competitive salary range based on role, level, and region.

Parameters:

• title (str): Job title
• level (str): Seniority level (default: "mid")
• region (str): Region code: US, UK, EU, AU, CA, LATAM, IN, SEA (default: "US")

check_bias

Check a job description for biased or non-inclusive language and suggest alternatives.

Parameters:

• text (str): Job description text to analyze

Authentication

Free tier: 15 calls/day. Upgrade at meok.ai/pricing for unlimited access.

License

MIT — MEOK AI Labs