Job seeker
Company Jobs Finder reads the public boards companies already publish. It does not apply for you, and it does not open LinkedIn.
Tasks these servers can do
What jobs is Stripe hiring for right now?
Call find_company_jobs on Company Jobs Finder (https://jobs.openkrill.app/mcp). Open roles at up to five named companies, with optional keyword, location, remote, department and posted-since filters. A company with no public board on those five systems comes back as no board, not as an empty career.
Install steps: ChatGPT, Claude, Cursor, Pi.
I am a senior backend engineer with 7 years of Go. Which jobs at Ramp and Linear fit?
Call rank_jobs_for_profile on Company Jobs Finder (https://jobs.openkrill.app/mcp). A why-fit, gaps and a level-fit verdict from fixed rules. The profile is used in memory for that answer and is not stored. Send a short summary, not a resume.
Install steps: ChatGPT, Claude, Cursor, Pi.
Brief me on one posting: must-haves, level signals and a tailoring checklist.
Call job_fit_brief on Company Jobs Finder (https://jobs.openkrill.app/mcp). A reading of that posting. It is general recruiter practice, not a promise that the checklist will get an interview.
Install steps: ChatGPT, Claude, Cursor, Pi.
What they will not do
Boards are cached for about two hours. The application link on the employer's site is the source of truth. Salaries appear only when the board published them.
Where to start
Each link above is a client-specific install page with one call that was checked against the live server. The plain-text list of every server is llms.txt. The words MCP, tool and streamable HTTP are defined in the MCP glossary.