CV Forge is an intelligent MCP server designed to streamline job applications by analyzing job postings and producing perfectly matched CVs. It can parse job descriptions to extract required technical skills, qualifications, contact emails, and hiring manager names. The server tailors CV content based on a user’s profile and the parsed requirements, prioritizing relevant experience and keywords to improve ATS scoring. In addition to CVs, it generates personalized cover letters and professional email templates, enabling complete application packages in a single command. By default, it outputs professional PDFs but also supports HTML, Markdown, and plain text formats. The system emphasizes ATS-friendly formatting with keyword placement and clean, professional styling. It features modular components for job parsing, CV generation, and multi-format document generation, and can save outputs to configurable directories. Environment-based configuration via Claude Desktop (e.g., DEFAULT_OUTPUT_PATH, PDF_PAGE_SIZE, and PDF margins) allows integration into existing workflows. Development tools include parse_job_requirements, generate_cv_data, and various save/generate commands. It runs via stdio and the Model Context Protocol.