AI-CV-Builder-MCP
MCP server for AI-powered CV building, offering tools to create professional CVs, improve sections, match skills to jobs, and recommend skills.
README
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.
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
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