Sakshee5/JobApply-MCP-Server
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The JobApply MCP Server is a specialized Model Context Protocol server designed to assist with job applications by analyzing job postings and optimizing resumes and cover letters.
The JobApply MCP Server is a tool designed to streamline the job application process by leveraging the Model Context Protocol (MCP) to analyze job postings and optimize application materials such as resumes and cover letters. This server is equipped with features that allow users to extract job descriptions from URLs, read various document formats, and integrate with platforms like Claude Desktop for enhanced functionality. By automating the extraction and analysis of job-related information, the JobApply MCP Server aims to improve the efficiency and effectiveness of job applications, making it easier for users to tailor their application materials to specific job postings. Future enhancements are planned to further optimize the application process, including ATS optimization suggestions and better company research integration.
Features
- Job Posting Scraper: Extracts job descriptions from URLs to help tailor application materials.
- Document Reader: Supports reading of PDFs, Word documents, text files, and Markdown for easy access to resume content.
- Integration with Claude Desktop: Allows for seamless operation and query execution on the Claude platform.
- Future Enhancements: Plans for ATS optimization and resume template generation to further aid job seekers.
Usages
usage with Claude Desktop
{
"mcpServers": {
"jobapply": {
"command": "python",
"args": ["main.py"]
}
}
}usage with VS Code
{
"mcp": {
"servers": {
"jobapply": {
"command": "python",
"args": ["main.py"]
}
}
}
}Tools
scrape_job_posting
Extract job description from a URL
read_resume_pdf
Read PDF resume content
read_document
Read text/Word/Markdown documents