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Project description
WEEK 1: Getting started with a super basic MCP server
JobApply MCP Server
A Model Context Protocol (MCP) server designed to help with job applications by analyzing job postings and optimizing resumes and cover letters.
Features
- Job Posting Scraper: Extract job descriptions from URLs
- Document Reader: Read PDFs, Word docs, text files, and Markdown
Available Tools
scrape_job_posting(url)- Extract job description from a URLread_resume_pdf(file_path)- Read PDF resume contentread_document(file_path)- Read text/Word/Markdown documents
Usage
- Clone Repository
- Install requirements in virtual environment with
pip install > requirements.txt - Install package manager
uv. Runuv initanduv add mcp[cli] - Install Claude Desktop.
- Run
mcp install main.pyto add server to claude config. - Sample query to run on Claude Desktop
Job Description: https://ats.rippling.com/chartmetric/jobs/1656afd4-46d4-4478-a881-1cdfbac03819
Resume: "C:\Users\saksh\Downloads\Sakshee_Patil_Resume.pdf"
Please help me write a cover letter.
Future Enhancements
- ATS optimization suggestions + enhance ATS scorer
- Better company research integration
- Resume template generation
Release history Release notifications | RSS feed
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