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.
Pick a job.
See the bill.
Each job was run once and recorded, failed calls included.
- PROFILE AND JOBS
Optimize a LinkedIn profile for the jobs you want
The best-fit job asked for n8n, LLM APIs, webhooks and MCP. The profile named n8n and none of the rest.
Find related jobs based on my LinkedIn profile, and give me suggestions to improve my LinkedIn profile. My profile: https://www.linkedin.com/in/your-name
RAN 29 OCT 2026 $0.0166 - JOB SEARCH
Search several job boards with an AI job finder
LinkedIn showed pay on 0 of 50 cards. Glassdoor showed it on 22 of 30, but only 3 were posted this week.
Find remote senior frontend engineer jobs for me on LinkedIn, Indeed, Glassdoor and this month's Hacker News Who is hiring thread. I live in the US. Drop duplicates and remote jobs limited to other countries, then list the rest with the salary.
RAN 29 OCT 2026 $0.0043 - JOB DATA
Pull LinkedIn jobs with a LinkedIn jobs API
Asked for data analyst jobs in Chicago, one tool returned 25 local jobs and the other 20 remote ones. They shared 2.
Pull this week's LinkedIn jobs for data analyst in Chicago into a table with title, company, location, date and link. Try two LinkedIn job tools and tell me which fits better. Then read the top 3 posts and sum up the salary, applicants and required skills.
RAN 29 OCT 2026 $0.0059
Charges are what each run settled at, in US dollars. Calls that failed or returned nothing were not charged.
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.
More MCP use cases.
- 4 RUNS Agencies & freelancers Find clients and check them before you pitch
- 3 RUNS SEO & content teams Keyword research and AI search checks from your agent
- 3 RUNS Social & influencer marketers Vet creators and check real engagement before you pay
- 3 RUNS Ecommerce sellers Product, price and competitor research for online stores
- 3 RUNS Founders & product teams Customer and market research before you build
Pick a prompt.
Run it yourself. ✳
One token for the whole catalog.
No subscription. Credits never expire.