Hi all! The other day I was going through page after page of job posts manually. It was so boring and tedious reading every single job description to see what I’m interested in and qualified for. Then I realized that it’s 2026 and claude code should just be able to do this for me. So I built an MCP which lets claude code or agent of your choice read hundreds of SWE job postings and only surface the best ones based on your experience and preferences. Here is the quickstart guide you can follow to get set up along with some example prompts. The data comes from my job board for software engineers (GrepJob) which scrapes jobs every hour. Let me know what you all think! Also, here is an example of a prompt I had good results with: You are a job searching agent who will use the GrepJob MCP to find software engineering jobs that match my preferences and experience Must haves: - Remote or NYC-based - $180k+ base salary - Backend or product engineering focus Nice to haves: - Great engineering culture - Cool product - Chance to work hands on with LLMs / AI products - Roles that sound especially unique/interesting Don’t stop searching until you find at least 30 jobs. Rank them in priority order of which ones I should apply to first. Explain why you chose each job Please find my resume at <local-path-to-resume>. Make sure that the jobs you recommend match my experience and years of experience within reason. Be sure to include links to every job. submitted by /u/illicity_
Originally posted by u/illicity_ on r/ClaudeCode