mcp[cli]
python-dotenv

# AI CV Builder MCP

[![M8ven Score](https://m8ven.ai/badge/mcp/fatimaiqbal34-ai-cv-builder-mcp-6vc3uj)](https://m8ven.ai/mcp/fatimaiqbal34-ai-cv-builder-mcp-6vc3uj)

An AI-powered CV Builder built with Python and the
Model Context Protocol (MCP).

## Overview

AI CV Builder MCP provides structured tools for creating,
improving, and analyzing professional CV content.

## Features

- Professional CV generation
- CV section improvement
- Job-to-skill matching
- Skill recommendations
- MCP-based tool architecture
- Input validation
- Modular Python implementation

## MCP Tools

### build_cv

Creates a professional CV based on candidate information
and target job.

### improve_section

Improves an existing CV section using professional,
recruiter-friendly language.

### job_match

Analyzes candidate skills against a target role.

### skill_recommendations

Recommends relevant skills for a target job.

## Technology Stack

- Python
- Model Context Protocol (MCP)
- MCP Python SDK
- Pydantic
- AsyncIO
- Git & GitHub

## Testing

The MCP server was tested using MCP Inspector.

Tested tools:

- build_cv
- improve_section
- job_match
- skill_recommendations

## Project Structure

AI-CV-Builder-MCP/
├── server.py
├── cv_builder.py
├── requirements.txt
├── .gitignore
└── README.md

## Future Improvements

- PDF CV export
- DOCX CV export
- Job description parsing
- LLM-powered content generation
- ATS compatibility analysis
- Resume scoring