Every change Wellknown observed on this MCP server, newest first, with what it was before and what it became. Tool-surface changes carry the definition diff. Nothing here is edited after the fact.
Changed the definition of "suggest_keywords"
Search keywords derived from the saved profile, useful as include_keywords inupdate_targeting.update_targeting (jobs that mention one are ranked first; nothing is filtered out).
Authorization not required, issuer https://keywordise.com
Added "apply_to_live_job", "apply_to_public_job", "approve_application" and 17 more (49 tools before, 69 now)
Apply to a job found by search — Use after search_live_jobs when the person picks one of the results to apply to. The same as apply_to_public_job, for a pool_job_id: puts the job into the person's matches and starts the application for that ONE job, which SUBMITS in the person's name. Needs the saved CV, a confirmed email and an active plan. Confirm with the person first. dry_run=true prepares and sends nothing.
Apply to a job by its Keywordise id — Use for 'Apply to Keywordise job abcde23456' or when the person asks to apply to a job from keywordise.com/jobs. Finds that job, puts it into the person's matches and starts the same application as the Apply button for that ONE job: tailors the CV and cover letter, answers the employer's questions and SUBMITS in the person's name. Needs the saved CV, a confirmed email and an active plan, and counts against the plan. Show the job first (get_public_job) and confirm with the person. dry_run=true prepares everything and sends nothing. Poll get_apply_run_status.
Approve and send a reviewed application — The Send button of the review screen: SUBMITS an application that is waiting for review (get_application_review says editable), in the person's name. `edits` maps a field's label exactly as get_application_review shows it to the new answer; edits are saved to the person's answer book. Use only with the person's approval of the answers.
Authorization not required, issuer https://keywordise.com
Authorization not required, issuer https://keywordise.com
Authorization not required, issuer https://keywordise.com
Authorization not required, issuer https://keywordise.com
Changed the definition of "create_account" and "get_upgrade_link"
⟨49 unchanged words⟩ Trial: 7 days and 27 applications, then$49/month.Starter at $24.99/month (500 applications) or Pro at $49/month (1,000).
Upgradeto Pro(checkout link)
A checkout link forthe
Changed the definition of "list_matching_jobs"
⟨70 unchanged words⟩ to it automatically from start to finish, whether it waits on an answer from the person, and whether an application was already sent. Jobs ⟨15 unchanged words⟩
Authorization not required, issuer https://keywordise.com
Changed the definition of "list_matching_jobs"
⟨60 unchanged words⟩ a recruiter-pass verdict with a one-line reason, whether we apply to it automatically from start to finish, and whether an application was already sent. Jobs that apply automatically come first. Filter by match tier, freshness andfreshness;applies-automatically; page with offset.
⟨17 unchanged words⟩ ,"hide"],"type":"string"},"auto_only":{"default":false,"description":"true = only jobs we apply to automatically, start to finish.","type":"boolean"},"fresh":{"default":"new","description": ⟨79 unchanged words⟩
Authorization not required, issuer https://keywordise.com
Authorization not required, issuer https://keywordise.com
Authorization not required, issuer https://keywordise.com
Authorization not required, issuer https://keywordise.com
Authorization not required, issuer https://keywordise.com
Changed the definition of "describe_what_i_want", "explain_job_match", "get_match_status" and 7 more
Use when the person says what they are looking for in their own words ('senior remote data roles in the US, no agencies'). Turn a plain sentence ('remote data roles in ⟨41 unchanged words⟩ Use for 'is this job a good fit', 'why this match', 'what am I missing for this role'. For one vacancy: the match percentage, the ⟨32 unchanged words⟩
Changed the definition of "get_match_status" and "refresh_matches"
Live status of the latest match run (scanned, inserted, elapsed)and, the feed counts it produced,forandpolling`feed_build`: where the feed is in its build (queued, building, ready, failed). Poll after upload_cv, update_targeting orrefresh_matches.refresh_matches; the feed is final only when feed_build.feed_state.state is `ready`.
Certificate recorded, valid to 2026-11-28
Authorization not required
First tool surface recorded: 49 tools (server version 2.0.0)
Showing the latest 21 events. The API returns up to 500 and filters by kind: ?kind=tool_surface_changed
Use a friend's referral code — Record that the person was referred by the owner of a referral code, for the discount and the friend's credit. Allowed once, before the first payment; fails with the app's own sentence otherwise.
The details employers ask for — The facts application forms ask beyond the CV: address, postcode, city, country, phone type, salutation, work authorisation by region, sponsorship, salary expectation, standard screening answers, and which of them are still missing. Read before telling the person what an application may be waiting for.
Where an application's answers came from — For one application: every field of the form with its value and where the value came from (the CV, a saved answer, the person, or a model). For an application that waits for the person's review (`editable`), these are the answers about to be sent.
The tailored CV or cover letter for a job — The tailored CV or the cover letter PDF written by prepare_external_application for one job, returned as a file.
My Keywordise application email address — The email address Keywordise uses on the person's applications (employers reply to it), whether replies are also forwarded to their own mailbox, and whether applying by email is active.
Read one live job in full — The full posting text of one live job from search_live_jobs (pool_job_id): title, employer, place, date and the description. For a job in the person's own matches use get_job_posting.
How many live jobs can I search — Use for 'how many jobs are there' or before quoting a number. The size of the live job pool Keywordise can apply to right now, from the same measurement the keywordise.com homepage prints: all live jobs, how many were found in the last 30 days, how many employers, and how many of them Keywordise applies to start to finish without the person doing anything.
Read a job by its Keywordise id — Use when the person gives a Keywordise job id (ten characters) or a keywordise.com/jobs link, for example 'tell me about job abcde23456'. Returns what the public page of that job shows: title, employer, place, date and a plain summary of the role. A job that has closed answers that it has closed. Apply with apply_to_public_job.
My referral code and earnings — Use for 'what is my referral code', 'how much did I earn from referrals', 'who signed up through me'. The person's referral code and link, the share they earn (and the discount a friend gets), their stats (signups, paying customers, earned, pending, paid out), recent commissions and payouts, and whether they were referred by someone.
My CVs — Use for 'which CVs do I have', 'is my CV uploaded'. The CVs on the account (a person can keep several; one is the default the matches and applications use) with their labels, plus `cv_state`: whether a usable CV is held and why not when it is not.
Replies from employers — Use for 'any replies?', 'did anyone get back to me?'. The person's Inbox: one thread per application with the employer's results (interview invitations, rejections, requests), unread count, newest first. Read one with read_inbox_message.
Write the CV and cover letter for a job we do not apply to — For a job the app marks as applied on the employer's own site (apply_to_public_job / start_apply_run answer that they do not apply there for the person): tailors the person's CV and writes the cover letter for that one job, on request, using no application credit. Returns the cover letter text; fetch the two PDFs with get_external_pack_pdf. A paid model call, cached per job. Nothing is sent to the employer.
Read one email from an employer — The full text of one Inbox message (from list_inbox), the employer's reply thread, and any verification code or link in it. Reading marks the message as read.
Reply to an employer's email — SENDS an email to the employer in the person's name, as a reply to one Inbox message. Use only with the person's approval of the exact text. Fails with the app's own sentence when the message is not found or the text is empty.
Search every live job — Use for 'find remote data engineer jobs', 'nursing jobs in Germany', 'what is new in marketing this week'. Searches the WHOLE live job pool (about two million open jobs), not only the person's matches, and needs no CV. Words must all appear in the title, employer or description. Filters: remote only, a two-letter country code, jobs found within N days. Newest first. Each job has a pool_job_id; jobs that also have a page on keywordise.com/jobs carry a public_id. To apply, call apply_to_public_job (public_id) or apply_to_live_job (pool_job_id). For jobs ranked against this person's CV use list_…
Choose my referral code — Set or change the person's own referral code (letters, digits and dashes, shown in their referral link). Fails with the app's own sentence when the code is taken or not allowed.
Update the details employers ask for — Change some of the application details. Only the fields given change; an empty string clears a field. Fields: salutation, address, postcode, city, state, country (two-letter code), phone_type (mobile, home or work), work_auth (object such as {"eu": true}), sponsorship (list of regions), salary_expectation (number). Only values the person actually stated.
{"additionalProperties":false,"properties":{"plan":{"enum":["starter","pro"],"type":"string"}},"type":"object"}
Only for checking on a match or feed rebuild that is already running (after upload_cv, update_targeting or refresh_matches); to find or show jobs use list_matching_jobs. Live status of the latest match run (scanned ⟨36 unchanged words⟩
Use when the person asks what is on their profile or CV. Not needed before searching or applying: those tools read the saved CV themselves. The CV profile Keywordise holds for this account ⟨23 unchanged words⟩
Use when the person wants jobs or their best matches: 'find me jobs', 'my top matches', 'remote marketing jobs that fit my resume', 'what's new for me this week'. It already uses the saved CV, so there is no need to read the profile first. Live vacancies matched to this account's CV, ranked. ⟨30 unchanged words⟩
Use for 'what did I apply to', 'any replies', 'status of my applications'. Every application sent for this account: company, ⟨23 unchanged words⟩
Use for 'tailor my resume for this job' or 'what would you send for this one'. Rewrite this account's CV for one vacancy the ⟨47 unchanged words⟩
Use when the person says 'apply for me', 'apply to the best matches' or 'apply to this job' (pass job_id). Show them the jobs first. Start an application run: Keywordise takes up to ⟨67 unchanged words⟩
Use for 'stop applying', 'pause', 'hold off'. Ask the running application run to stop after ⟨14 unchanged words⟩
Use when the person shares or mentions their resume/CV ('here's my resume', 'use my CV'). Upload a CV file and turn it into ⟨49 unchanged words⟩ ⟨4 unchanged words⟩ :{"default":false,"type":"boolean"},"rebuild":{"default":false,"type":"boolean"}},"type":"object"}