mcp[cli] python-dotenv

AI CV Builder MCP

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.

Related MCP server: mcp-server-cv-modify

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