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USE CASES JOB SEEKERS

MCP use cases for job seekers.

For people looking for their next role, and the career coaches who help them. These runs search LinkedIn, Indeed, Glassdoor and the Hacker News hiring thread from one prompt, pull a week of LinkedIn jobs into a table without a LinkedIn key, and check a profile against the posts it should match. Each page shows the prompt, every tool call, the failures and the cost.

01 / THE RUNS 3 RUNS

Pick a job.
See the bill.

Each job was run once and recorded, failed calls included.

Charges are what each run settled at, in US dollars. Calls that failed or returned nothing were not charged.

02 / GOOD QUESTIONS

Before you
run one.

Does the agent need my LinkedIn login?

No. The tools read what LinkedIn and the job boards show a visitor. Your password never leaves you, and the agent cannot see private fields such as who viewed your profile.

What does a job search run cost?

The three runs here cost $0.0043, $0.0059 and $0.0166. A job board search cost $0.0003 to $0.0012 and a full job post $0.0012. Reading a profile cost the most. Calls are billed from prepaid credits at the price your agent sees first, and the 2 that failed cost nothing.

Which job boards can the agent search?

These runs searched LinkedIn, Indeed, Glassdoor, Remote OK and the monthly Hacker News hiring thread. Each board is a separate tool with its own price per call, so the agent can search one board or all of them.

03 / OTHER TEAMS SAME CATALOG. SAME BALANCE.

More MCP use cases.

THE NEXT MOVE IS YOURS.

Pick a prompt.
Run it yourself. ✳

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