---
title: AIRecruiterAgent
emoji: 🚀
colorFrom: blue
colorTo: gray
sdk: gradio
sdk_version: 5.33.0
app_file: app.py
pinned: true
tags:
  - agent-demo-track
  - mcp-server-track
  - mistral
license: other
short_description: Revolutionizing recruitment with AI-driven insights
---

# AI Recruiter Agent

AI Recruiter Agent is an intelligent assistant designed to streamline and enhance the recruitment process. Leveraging advanced AI models, it automates CV parsing, job description analysis, and candidate-job matching, providing recruiters with actionable insights and saving valuable time. Whether you're a hiring manager or a developer, AI Recruiter Agent offers a seamless experience to optimize talent acquisition workflows.

## 🎬 Demonstration
[AI Recruiter Agent demo video](https://youtu.be/9B2z8sa5ta4?si=FwUET1JH3wxqZY1o)


## 🧩 Features
- Parsing CVs to structured JSON
- Parsing job description to structured JSON
- Matching applicants against a job description
- Insightful CVs evaluation for recruiters

## 🛠️ Tech stack
- Gradio App
- MCP Server
- MistralAI 

We use Mistal OCR model for CV understanding and Mistral Small model for matching & applicant evaluation. However, we can also use other models/api such as Llamaindex for CV parsing, for example. 


## Development

1. Clone the repository:
   ```bash
   git clone https://huggingface.co/spaces/Agents-MCP-Hackathon/AIRecruiterAgent
   cd AIRecruiterAgent
   ```

2. Install dependencies:
   ```bash
   poetry install
   ```

   Or

   ```bash
   pip install -r requirements.txt
   ```

3. Run the MCP App:
   ```bash
   python app.py
   ```

4. (Optional) Run the MCP Server:
   ```bash
   mcp dev server.py
   ```