AI agent workflows · Claude · ChatGPT · Codex · Cursor

Job search workflows for your agent.

Chain TUNAI's read-only tools into a routine your assistant runs for you: find new jobs, check the pay, check the employer, match a CV. Live jobs from employers' own career pages in five countries.

See the recipesConnect in 30 seconds
ClaudeChatGPTCodexCursorRead only
Recipes

Workflows that run on real data.

The Monday shortlist

New roles from the last 7 days, filtered by place and pay, each employer checked.

search_jobs · get_employerNo key needed
Before I apply

One job in full, the skills it asks for against your CV, and what to add.

get_job · match_cv_to_jobFree key
Is this offer fair?

What adverts for the role state as pay, by level and city, with the sample size and the date.

salary_for_roleNo key needed
Who is hiring now

The employers with the most open roles for a title, then their pages.

who_is_hiring · get_employerNo key needed

Run one when you like, or on a schedule if your assistant supports one. Every step only reads: nothing is applied for, sent or saved. Without a key the limit is 20 calls a day, and your assistant is told in words when a limit is reached. Prefer no code? TUNAI's own Automations watch for you.

How a workflow runs

Three steps, all reads.

1Ask in plain words

Say what you want found and checked.

2The assistant chains the tools

Search, then a job, an employer or the pay, each call answering with its source.

3You decide

You get the shortlist with links. Applying stays yours, on the employer's own page.

Connect

Connect in 30 seconds

Add the server with one command. Put your key in TUNAI_API_KEY first.

export TUNAI_API_KEY=YOUR_KEY claude mcp add --transport http tunai https://mcp.tun-ai.com/mcp \ --header "Authorization: Bearer $TUNAI_API_KEY"
The tools

All read only.

search_jobs
Live jobs from employers' own career pages, found by free text for a job title, skill or company, with an optional place and filters.
Search
get_job
One job in full, by its job_id: employer, place, pay, skills, the advert text and the employer's own apply link.
Search
list_markets
The countries TUNAI searches, with their country codes and currencies.
Free
salary_for_role
What a role advertises as pay, by level (junior to executive), across a country, and optionally for one city with how many jobs are live.
Search
get_employer
An employer's TUNAI page in data: live jobs, new in the last 7 days, places, kinds of role, how often adverts state pay, and its ten latest jobs, matched on the employer's name as it appears on its adverts.
Search
who_is_hiring
The employers with the most live adverts for a job title in a country, with open-role counts.
Search
check_cv_ats
Score a CV for applicant-tracking-system readability (format, contact details, sections, achievements) with the fixes, plus that country's conventions, and optionally how many of a role's most-requested skills the CV names.
CV
match_cv_to_job
Compare a CV with one job: which required and preferred skills the CV names, which it does not, and the CV's own ATS score.
CV
find_jobs_for_cv
Read a CV and find ten live jobs for the role it points to, with, for each, the skills the CV already shows and the ones to add.
CV

This list is read from the server, so it cannot go out of date.

Limits

Free to start. No card.

Without a key
20

calls a day, search tools only, first 2 pages.

  • Good for a quick try
Free key
300

calls a day, 30 a minute.

  • All the search tools
  • 10 CV checks a day
  • Up to 100 results per search
Get a free key
With a TUNAI plan
3,000

calls a day, 120 a minute. Same key, nothing to change.

  • 100 CV checks a day
  • More tools than the free key
  • Plus the app: boards, alerts, tracking
See the TUNAI app

When a limit is reached your assistant is told how long to wait, in words. Terms and privacy for agent keys.

Can my agent run this every week?

If your assistant can run a task on a schedule, yes: it calls the same tools each time. TUNAI does not schedule anything itself, and every call only reads.

Will it apply for jobs automatically?

No. No tool applies, sends or saves anything. The workflow finds and checks; you decide and apply on the employer's own page.

Do I need to code?

No. You ask your assistant in plain words and it chains the tools. Prefer a rule the app runs for you? TUNAI's own Automations watch for you.

Is there a free job search API for AI agents?

TUNAI's MCP server is free to start: six tools with no account, more with a free key. It is built for assistants and agents, so answers carry their source and date.

Free · no card · thirty seconds

Put your job search on rails.

Get a free key