Guide

What are the best MCP servers for job search in 2026?

2026-09-28

The best MCP servers for job search in 2026 are the ones that hand your agent fresh listings from the source, with real apply links, closed status and a fair price for repeat reads; Find your role first is one of them, serving 8,519 company career boards on Greenhouse, Lever and Ashby at https://findyourrolefirst.click/mcp. Which server is best for you depends on whether you want breadth, freshness or control.

If MCP itself is new to you, the plain explainer is in what a job search MCP server is. This page is about choosing one.

What kinds of job search MCP servers exist?

Most fall into one of five groups. I'm describing them by type on purpose, since individual servers come and go quickly and change what they offer.

To be fair, these aren't rivals so much as layers. A lot of good setups pair a feed server for finding roles with a web fetch tool for reading them.

What should I check before connecting a job search MCP server?

Six questions cover most of it.

Where do the listings come from? A company's own applicant tracking board is the source. Anything else is a copy, and copies drift.

How often is it refreshed? Once a day and every two hours feel very different when you're trying to apply early.

Does it keep publish date and discovery date apart? Some boards show an older date on a role that only just went live. A server that tracks when it first saw the role lets your agent ask what's actually new.

Does it mark closed roles? If not, your agent will keep recommending jobs that no longer exist.

What does a repeat cost? Agents re-run searches all the time. Honestly, this is the one people only notice on their first bill.

Is it read only? For job search, I'd want a server that can't apply, message or change anything for me.

Which job search MCP server is best for Claude Code and Codex?

Any server that speaks HTTP MCP with a bearer token connects to both, so the client isn't really the deciding factor. What matters is how well the server's tools match the way an agent asks questions.

Short records help. An agent scanning 200 roles doesn't want 200 full job descriptions in its context. It wants titles, companies, locations, dates and links, and then it opens the handful worth reading.

What does Find your role first's MCP server offer?

Four tools, all read only:

• search_jobs matches title, company and location, and can filter by source (Greenhouse, Lever or Ashby), by published_since and by discovered_since.
• get_job refreshes one role, including whether it closed.
• get_changes returns new, updated, reopened and closed roles since a saved cursor, for scheduled runs.
• get_usage shows your remaining allowance and is free to call.

Behind them: 8,519 boards, each checked every two hours on a staggered schedule, about 250,000 open roles, and dozens of new ones landing every hour. Each record has the title, company, location, publication date, first discovery date, original posting link, apply link and closed status.

It doesn't return job description text. Your agent opens the posting with its own web tool, which also means it reads the company's current page. There's a REST API too if you'd rather script it without MCP.

The limit is coverage. Companies that hire through other systems won't show up here.

How much should a job search MCP server cost?

Pricing varies a lot across the kinds above, so I'll only speak for ours. Find your role first is $9 a month for 3,000 new roles, up to 1,000 a day. Roles you've already seen that month are free to re-read, and empty searches are free. Cancel anytime, with a refund within 3 days.

How do I set up the Find your role first MCP server?

Sign in with Google at findyourrolefirst.click/account, subscribe, create an agent key, then paste one line.

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

Other HTTP MCP clients: URL https://findyourrolefirst.click/mcp, header Authorization: Bearer YOUR_API_KEY. Then try something like "find data engineer roles in Austin discovered since yesterday."

Questions

What is the best MCP server for job search in 2026?

One that serves listings from the source, refreshes often, tracks closed roles and doesn't charge you twice for the same record. Find your role first fits that for tech companies and startups on Greenhouse, Lever and Ashby.

Can I use more than one job MCP server at once?

Yes. Claude Code and Codex both handle several servers. A common pairing is a job feed server for finding roles and a web fetch or browser tool for reading them.

Are browser automation MCP servers a good way to search jobs?

They reach almost anything, but they're slow and break when sites change. They also may run into a site's terms. For a daily search, a structured feed is usually steadier.

Does the Find your role first MCP server return job descriptions?

No. It returns short records with links, and your agent opens the posting to read the description.

Can a job search MCP server apply for me?

This one can't. Every tool is read only, and applying stays with you.