Which integrations are available for this server?

Ability to read and process Markdown documents as part of the document reading capabilities for resume and cover letter optimization.

How do I use JobApply MCP Server?

1. Click on "Install Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@JobApply MCP Server scrape this job posting and analyze my resume for fit: https://example.com/job/123" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

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 URL
read_resume_pdf(file_path) - Read PDF resume content
read_document(file_path) - Read text/Word/Markdown documents

Related MCP server: LinkedIn MCP Server

Usage

Clone Repository
Install requirements in virtual environment with pip install > requirements.txt
Install package manager uv. Run uv init and uv add mcp[cli]
Install Claude Desktop.
Run mcp install main.py to 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.