Guide

What is the best AI agent for job searching in 2026?

2026-09-28

The best AI agent for job searching in 2026 is the one you already use, Claude Code or Codex, connected to a live job feed like Find your role first over MCP, with your resume saved as a plain file it can compare against. Put those together and one morning prompt turns into a short, reasoned list of roles worth applying to.

You don't need a special product for the agent itself. The agent you already use is fine. What it's usually missing is the data.

What does each piece of an AI job search agent do?

The agent is the brain. Without a feed, it falls back to general web search, and that's where things get messy.

Why does the agent need a job feed?

Ask an agent to find jobs with web search alone and it'll try. It runs a few queries, opens some pages, and comes back with a mix of aggregator listings, old reposts and roles that closed weeks ago. It also can't ask a search engine a clean question like "what did these companies post since yesterday."

A feed fixes the starting list. Find your role first reads 8,519 company boards on Greenhouse, Lever and Ashby, checks each one every two hours, and returns short records: title, company, location, published date, first discovered date, the posting link, the apply link and whether the role closed. The agent searches that first, then opens only the postings worth reading with its own web tool.

That order matters more than it sounds. The agent spends its context on ten real candidates instead of forty half broken search results.

Where should I keep my resume for the agent?

In a plain text or markdown file, in the folder you open the agent from. Something like ~/job-search/resume.md.

PDFs work, but a text file is easier for the agent to quote from and easier for you to edit. Keep it current. If the agent's comparing roles against a resume from last spring, its fit notes will be off in ways you won't notice.

How do I tell the agent what I want?

This is the piece people skip, and honestly it's the one that makes the agent feel like it knows you. Claude Code reads CLAUDE.md and Codex reads AGENTS.md from the working folder, so a few lines there shape every search.

A starting point:

I'm looking for senior product manager roles.
Locations: New York or remote in the US.
Skip: crypto, gambling, anything that says "rockstar".
Prefer: B2B software, teams under 500 people.
My resume is in resume.md. Compare every role against it.
Never apply to anything. Give me links and I'll apply myself.

Short is fine. You'll add to it as the agent gets things wrong.

What prompt should I use every day?

Once the feed is connected and the files are in place, the morning check is one message:

Search the job feed for roles matching my rules that were discovered in the last 24 hours.
Open each posting that looks close. For the best five, give me:
the title and company, two lines on why it fits my resume,
one line on the biggest gap, and the apply link.
Skip anything that's closed.

A few things are happening there. "Discovered in the last 24 hours" uses the feed's first discovery date, which catches roles that just went live even when the board shows an older date. "Open each posting" tells the agent to read the real description with its own web tool, because the feed doesn't ship descriptions. And "biggest gap" keeps the agent from cheerleading.

If you want to run it on a schedule instead of by hand, get_changes returns new, updated, reopened and closed roles since a saved cursor, and there's a longer walkthrough in automating your job search without auto applying.

Should an AI agent apply to jobs for me?

I wouldn't. Find your role first doesn't apply to jobs, and that's on purpose. The agent finds, reads and explains. You decide and click submit.

To be fair, auto apply tools exist and some people like them. The risk is volume without judgment, and a recruiter can usually tell.

How do I set up an AI job search agent?

1. Install Claude Code or Codex if you haven't.
2. Sign in with Google at findyourrolefirst.click/account, subscribe ($9 a month), and create an agent key.
3. Connect the feed.

Claude Code:

claude mcp add --transport http --scope user jobfeed https://findyourrolefirst.click/mcp --header 'Authorization: Bearer YOUR_API_KEY'

Codex:

export JOBFEED_API_KEY=YOUR_API_KEY
codex mcp add jobfeed --url https://findyourrolefirst.click/mcp --bearer-token-env-var JOBFEED_API_KEY

1. Make a folder with resume.md and your rules file, open the agent there, and send the daily prompt.

The plan covers 3,000 new roles a month, up to 1,000 a day. Roles you've already seen that month are free to re-read, empty searches are free, and get_usage shows what's left without costing anything. Cancel anytime, refund within 3 days.

Questions

What's the best AI job search agent in 2026?

A general coding agent like Claude Code or Codex, connected to a live job feed over MCP, with your resume and preferences in files it reads each run. The agent reasons, the feed supplies fresh roles, and the files keep it pointed at what you actually want.

Is Claude Code or Codex better for job searching?

Both work well with the same feed. Pick the one you already use. The setup differs by one command.

Does the job feed read my resume?

No. Your resume stays in a local file, and your agent reads it. The feed only returns job records.

How fresh are the roles the agent sees?

Every one of the 8,519 boards is checked every two hours, spread through the day, so new roles arrive continuously.

Can the agent apply to jobs automatically?

Not with this feed. It returns the apply link, and you apply yourself.