Once you’ve connected Claude Code to ResumeAlign over MCP, your agent can do far more than auto-apply. It can read a posting, score it, tailor your résumé, draft a cover letter, prep you for the interview, and report on your pipeline — all in plain English, with the AI running on your own Claude subscription. Here are ten things to actually ask it.
“Score my résumé against these 12 job links and rank them — which 5 are worth my time?” The agent runs the match on each and sorts by fit, so you spend effort where it counts.
“Score me against 20 ‘staff data engineer’ postings and tell me the skills that keep showing up as gaps.” Aggregate the misses and you get a concrete list to learn or surface.
“Tailor one résumé framed for ML and one for platform engineering, and format both as PDFs.” Same history, two positionings, ready to send.
“Write a cover letter for this job using my tailored résumé — specific, no fluff.” The agent already has the posting and your résumé, so the letter is grounded, not generic.
“From this posting and my tailored résumé, give me the 8 questions I’m most likely to get and strong answers from my real experience.”
“My résumé is light for this role — interview me and rewrite it with what I tell you, honestly.” Great for early-career or career-switchers.
“Which of my saved résumés best matches this new posting — and what would I change?” The agent reads your tailored-résumé library and compares.
“Do an auto-pilot for ‘remote backend engineer’ and apply to the strong matches.” Or put it on a cadence — see how to schedule it.
“How many jobs did I apply to this week, by keyword, and what did it cost?” The agent pulls your run history and apply stats. (On the offload path, the cost is $0.)
“Based on my fit scores and what’s missing, what should I focus on this week — apply, learn, or rewrite?” This is where your own model earns its keep: it has all the context and gives you a plan.
ResumeAlign exposes the parts only it can do — scraping, scoring, PDF rendering, the apply loop, your history — as MCP tools, and hands the writing and judgment to your model via prompts. You’re not paying per token for any of it; the reasoning runs on your flat Claude Code subscription. Connect once and your agent becomes a job-search copilot.
Do I need to write code to use these?
No. Once Claude Code is connected to ResumeAlign over MCP, you just talk to it in plain English — "score these jobs," "tailor my résumé," "draft a cover letter." The agent calls the right tools for you.
What does it cost to run these workflows?
The reasoning runs on your Claude Code subscription (Bring Your Own Model), so there is no per-token API cost. ResumeAlign only does the scraping, rendering, and apply actions. The free plan includes 30 applications/month; the MCP Plan is unlimited at $19.99/mo.