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Recruitment AI MCP

This MCP server provides hiring automation tools for recruitment processes. It enables users to generate job descriptions, score CVs, create interview questions, benchmark salaries, and draft offer letters through natural language interactions.

glama
Updated
Apr 14, 2026

Recruitment AI MCP

Hiring automation tools - job descriptions, CV scoring, interview questions, salary benchmarks, offer letters

Built by MEOK AI Labs | meok.ai

Features

ToolDescription
generate_job_descriptionSee tool docstring for details
score_cvSee tool docstring for details
generate_interview_questionsSee tool docstring for details
benchmark_salarySee tool docstring for details
draft_offer_letterSee tool docstring for details

Installation

pip install mcp

Usage

As an MCP Server

python server.py

Claude Desktop Configuration

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "recruitment-ai-mcp": {
      "command": "python",
      "args": ["/path/to/recruitment-ai-mcp/server.py"]
    }
  }
}

Rate Limits

Free tier includes 30-50 calls per tool per day. Upgrade at meok.ai/pricing for unlimited access.

License

MIT License - see LICENSE for details.


Built with FastMCP by MEOK AI Labs

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