MCP_Server_HR_AI_Agent

Mahmoud-Jarraya/MCP_Server_HR_AI_Agent

3.1

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The MCP Server HR AI Agent is designed to streamline human resources operations by leveraging advanced model context protocol technology.

MCP_Server_HR_AI_Agent

This AI-powered tool helps HR teams manage employee leave tasks.
The codebase here implements an MCP server that interacts with a mock leave database and responds to queries from an MCP client.

🚀 Overview

The server provides the following functionality:

  • Check Leave Balance — See how many leave days an employee has remaining.
  • Apply for Leave — Submit leave requests for specific dates; validates available balance.
  • Get Leave History — Retrieve an employee’s past leave records.
  • Personalized Greetings — Returns a friendly greeting message for the employee.

All tools and resources are exposed via the FastMCP framework, making it easy to extend with additional HR tools or AI features.

⚙️ Setup Steps

  1. Install Claude Desktop (required for MCP client interaction).

  2. Install uv:

    pip install uv

  3. Initialize project directory:

    uv init mcp-server-hr-agent

  4. Add MCP CLI to project:

    uv add "mcp[cli]"

  5. Install server inside Claude Desktop:

    uv run mcp install main.py

  6. Access your tools:
    The leave management tools is available inside Claude Desktop.

🧩 Features

  • Fully functional MCP HR leave management server
  • In-memory mock database for employee leave balances and history
  • Balance validation and automatic leave tracking
  • Easily extensible for new HR tools or AI resources
  • AI-ready architecture for integrating NLP or reasoning features

🧠 Technologies Used

  • Python 3.11+
  • FastMCP — Multi-Channel Platform framework for AI agents