Resume Booster Job Board MCP Server

Are these postings still on the board? Answers up to 200 ids in one call — the tool for re-verifying a saved shortlist before acting on it, instead of spending a metered get_job per posting. Returns open:{id:boolean} plus the closed ids, and names the basis of the answer: it reads the board's index (a closed posting is one the employer's feed stopped listing), not the employer's site at this instant, and it is a weaker test than get_job's — read `basis` before reporting a posting as live to a person. Needs a key or a sign-in.

Full detail for up to 10 job ids in ONE call — the shortlist form of get_job. Each id answers with a card plus its description; ids that closed, aged out or were never on this board come back in `unavailable` with the reason named, so one dead id never costs you the other nine. Set includeDescription=false for cards and freshness only (much smaller, and no vendor fetch). Needs a key or a sign-in.

Search the live job board (postings pulled directly from employers' own hiring systems, 30-day freshness cap; board_stats carries the live totals). Returns compact job cards — including the board's own parsed pay (salaryMinAnnual/salaryMaxAnnual/salaryPeriod), experience band and minYears, so pay and seniority never have to be re-read out of prose — plus the board's honesty disclosures: exact totals when knowable (countUnavailable otherwise), filters it could not honour (ignoredFilters), words it read as filters (intentFilters), and spelling suggestions. Set agentReadyOnly=true to see only jobs the apply agent can submit to directly.

Did this employer's board serve more roles than it did 7 days earlier? One row per companyToken (up to 20 per call), judged by the board itself from our own daily observation and passed through untouched: grew, no-growth, or unknown — and unknown ALWAYS carries unknown_reason (a feed bigger than one visit can read, a board too new or too small for a rate, a gap in our own series, a pool that was replaced rather than grown…): an unknown is a reading we could not take, never a no. The bars the verdict uses: at least 10 roles served at the window's start; then BOTH at least 4 more roles AND at least 25% more, on a board tracked for at least 21 days, with every read in the window whole. Per BOARD (a vendor tenant), never summed across an employer's boards; more roles served is roles opened net of roles that came down — not a headcount and not a hire. This tool never ranks employers, and no list of growing employers exists here or anywhere on the board. Needs a key or a sign-in.

For each employer handle (companyToken, up to 20 per call), that employer's own record on this board: open_roles now, closed_90d (postings we watched come off this board in the last 90 days, re-lists excluded), superseded_90d (the re-lists, a floor), the two medians from the employer's own stated dates (lower bounds), tracking_days (how long we have watched THIS board, capped at 90) and feed_total (what its feed advertised at the last check). A takedown is not a hire — a filled role, a cancelled one and a withdrawn one look identical from here — and it is a record of one BOARD, never summed across an employer's boards, never a headcount. A board with no closure observed answers record:'unknown' with the reason, never a verdict about the employer: on a board bigger than one visit can read, no closure is observable to us until we complete a provable full pass and then watch a role go after it, so silence there is about our instrument. Every row carries its basis. Every row also carries layoff_filing — the newest layoff filing joined to that employer by a hand-curated alias or an exact multi-token name match, a US state WARN notice or an SEC 8-K Item 2.05 disclosure, printed as a filing (filer verbatim, its dates with their bases, count, state or form, link), read hourly from SEC EDGAR and nightly from state notices, null when none qualifies within 90 days, and no part of record or any verdict; layoff_basis on the response says what it is and is not. Pair with employer_growth for the other half of what the site calls "Actively hiring". Needs a key or a sign-in.

Status of applications the key owner's agent has requested — queued, submitted, refused (with the refusing gate named), or failed. Needs a key or a sign-in.

Whether the apply agent can submit an application for this job on the user's behalf, and what that requires. Jobs on non-supported systems still return their direct applyUrl for the human to use. For whether THIS KEY may apply at all, call key_status — this tool answers about the job, not the key. Needs a key or a sign-in.

Live board statistics from cache (cheap to call): servable and tracked posting totals, the count of company job boards with open roles (boards, not employers — one employer can run several), the category set, freshness stamp. Answers with no key too, with a withKey block saying what a free key adds.

Explain WHY a search returns what it does — the board's own decision trace merged with the run's outcome. Shows the parsed query (terms, exclusions, intent-lifts, alias expansions), which filters were applied vs IGNORED and why, the route and retriever chosen, the ranking regime (ranked/ring-merged/deep-page and the seam), plus the real run's route, timings, count basis and any fallback. Use this when a search returns surprising, empty, or mis-ranked results — it turns 'why?' into one call. Takes the SAME arguments as search_jobs. Needs a key or a sign-in.

An ALIAS of get_job in the fixed shape ChatGPT's deep-research and company-knowledge connectors call: one id in (from search), {id,title,text,url,metadata} out. text is the posting's full description; metadata carries the job card's structured fields (pay, experience, location, workMode, postedAt, companyToken, agentReady). A dead id answers with what the board knows — a watched closure, an aged-out stub, or not found — in text and metadata, never a stale card. Any other client should call get_job.

Score a résumé against open jobs, for an agent holding a CV: reads the occupation out of resumeText (or uses `query` if given), searches the board for it, and scores up to 20 results 0-100 with the matched and missing terms per job. PAID — needs a paid API key, exactly like POST /v1/fit on the data API, or a live Agent Pass on the key's account; a free key gets an in-band refusal naming where to upgrade. A null fit means the posting has no stored description to score. Returns the terms it read from the CV so the agent can pick a different one and call again with `query`. Needs a key or a sign-in.

Full detail for one job id (from search_jobs), including the complete description text and when the employer's feed last confirmed it open. A resumebooster.work/jobs?job=<id> link's id is this argument (and fetch's, check_apply_support's and request_application's). For several ids at once, use get_jobs — it costs ONE call against the daily quota instead of one per posting. Needs a key or a sign-in. With neither, call fetch with the same id.

What THIS key is and may do: tier, requests left this minute, calls left today (both including this call), whether fit_resume (and engine=ranked on the data API) answers on it, and whether the apply tools would — with any blocker named: account link, Agent plan or live pass, mandate, résumé on file. On an Agent Pass: when the clock ends and how many applications are left (a pass starts at the first call other than this one). Call it first in a keyed session, and after any 'quota' or 'rate' refusal. Needs a key or a sign-in.

Ask the board's apply agent to submit an application to this job on behalf of the key's owner. Needs an account key (mint one at https://resumebooster.work/agents), an active Agent plan OR a live Agent Pass (bought signed-in at https://resumebooster.work/agents/pass), and a mandate set in Account — call key_status first: it says which of the three is missing, and on a pass how many applications and how much time are left. Every application passes the same gates as the signed-in flow, including the honesty classifier: answers are drawn from the owner's own profile and never invented. Ask the person for a yes on this specific job id before calling. Needs a key or a sign-in.

An ALIAS of search_jobs in the fixed shape ChatGPT's deep-research and company-knowledge connectors call: one query string in, {results:[{id,title,url}]} out. Every result's id is the job id fetch and every other tool take; url is the employer's own apply page when the board holds one, else the posting's page on the site. Same board, same ranking, same limit as an unkeyed search_jobs (10 rows); the disclosures ride beside the results. Any other client should call search_jobs, which takes every filter.