Create a watched search: CareerPilot re-runs it in the background and notifies subscribers of careerpilot://watches when NEW jobs are posted.

The current results become the baseline — only jobs appearing later count as new.

Re-run all watched searches right now and report newly-found jobs.

Delete a watched search.

Clear the 'new' flag on a watch's findings after you've reviewed them.

Search live job openings across free job boards.

Args: query: Keywords, e.g. "python backend" or "devops kubernetes". source: "remotive", "remoteok", "hn" (Hacker News Who is Hiring), or "all". limit_per_source: Max results per board (1-20).

Save a job to the shortlist. Pass the fields from a search_jobs result, or enter a job found elsewhere manually (source='manual').

Record that you applied to a saved job. Creates a pipeline entry with status 'applied'.

Update an application's status and/or notes.

Valid statuses: saved, applied, screening, interviewing, offer, accepted, rejected, withdrawn, ghosted.

Schedule a follow-up reminder for an application. Date format: YYYY-MM-DD.

List follow-ups that are due today or overdue.

Store a profile fact used by prompts and fit-scoring.

Useful fields: name, role, years_experience, skills, location, salary_expectation, resume_path.

Delete an application from the pipeline (asks the user to confirm first).

Score how well a saved job matches the user's profile/resume (0-10 with reasoning).

Demonstrates MCP sampling: this server sends a prompt to the CLIENT's LLM and uses the completion — the server needs no API key of its own.

Locate the user's resume in folders the client has granted access to (MCP roots), and remember its path in the profile.