What is Resume MCP Server?
Resume MCP Server is a Model Context Protocol (MCP) server that tailors resumes/CVs for specific job descriptions automatically. It generates both Markdown and LaTeX/PDF versions optimized for Applicant Tracking Systems (ATS) and is designed for job seekers who want AI‑powered resume customization.
How to use Resume MCP Server?
Install Python 3.10+, Docker/Podman (for LaTeX compilation), and optionally Obsidian. Create a .env file with paths and API keys. Start the LaTeX compilation server, then run python main.py. Connect any MCP‑compatible client and use the “Tailor CV” prompt or the provided tools (e.g., save_tailored_cv, generate_latex_cv).
Key features of Resume MCP Server
- Resume tailoring for specific job descriptions
- LaTeX export to professional PDF format
- Obsidian vault integration for file search
- Career guidance and resume feedback
- MCP protocol for seamless AI integration
- Containerized LaTeX compilation for security
Use cases of Resume MCP Server
- Tailor a base resume to match a specific job description
- Generate a PDF version of a tailored resume for job applications
- Get career advice and resume improvement suggestions
- Manage and search resumes from an Obsidian vault
- Use a secure, containerized LaTeX service without local LaTeX installation
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