io.github.work0r-ai/workorai

up checked 2026-11-11T09:39:57.883Z

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Publisher-provided description

WorkorAI talent marketplace MCP: candidate job search and employer hiring with explainable matching

Summary by lookupd

Lets agents search jobs, manage applications and invitations for candidates, and post jobs and rank candidates for employers.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http workorai https://workorai.com/mcp

Codex, remote (streamable-http)

codex mcp add workorai --url https://workorai.com/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "workorai": {
      "url": "https://workorai.com/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (29 tools)

Publisher-provided text

• request_access Use when someone wants to find work/jobs (candidate) or hire/find candidates (employer) but the authenticated role tools are not usable yet. Explains role-speci
• candidate.search_jobs Semantically rank published jobs against the authenticated candidate profile (embedding-based fit). Optional tier (best|good|weak) narrows to a match-quality ba
• candidate.get_job Fetch a single published job by id.
• candidate.get_applications List the candidate's own job applications (newest first) with status, dates, the originating interview score, and a job summary. Returns only the caller's appli
• candidate.set_saved_job Set whether a PUBLISHED job is in the candidate's saved list (idempotent desired-state, NOT a toggle — pass saved:true to bookmark, saved:false to remove). Retu
• candidate.get_saved_jobs List the candidate's saved (bookmarked) jobs, newest first. Only currently PUBLISHED jobs are returned — a job saved earlier then closed/archived is omitted.
• candidate.accept_invitation Accept an employer's invitation to a job (INVITED -> APPLIED). Idempotent — accepting an already-accepted invite succeeds. Returns NOT_INVITED when there is no
• candidate.decline_invitation Decline an employer's invitation to a job (INVITED -> DECLINED). TERMINAL — a declined invite blocks any re-invite from the employer, so only decline when the c
• candidate.withdraw_application Withdraw the candidate's active application to a job (APPLIED -> WITHDRAWN). Idempotent (withdrawing again succeeds). Returns NOT_APPLIED when there is no activ
• candidate.apply_to_job Apply the candidate to a PUBLISHED job, reusing their evaluated profile interview as evidence. Idempotent (re-applying succeeds; `reused` is true when an applic
• employer.list_jobs List jobs owned by the current employer account.
• employer.get_job Fetch a single employer job record by id. Returns NOT_FOUND for missing jobs and for jobs owned by another employer (no existence leak).
• employer.create_job Parse raw text via Gemini AI and create a DRAFT job under the current employer. Synchronous: latency 5-30s. The agent can then call employer.update_job to refin
• employer.update_job Update the fields of an existing employer job. Accepts a partial whitelist; rawInput and dataSource are not editable (the wrapper auto-flips dataSource to USER_
• employer.publish_job Transition a DRAFT job to PUBLISHED. Returns NOT_FOUND for missing or non-owner jobs and CONFLICT when the job is not in DRAFT.
• employer.close_job Transition a PUBLISHED job to CLOSED. Returns NOT_FOUND for missing or non-owner jobs and CONFLICT when the job is not in PUBLISHED.
• employer.archive_job Transition a CLOSED job to ARCHIVED. Returns NOT_FOUND for missing or non-owner jobs and CONFLICT when the job is not in CLOSED.
• employer.delete_job Permanently delete a DRAFT job that was never published. Returns NOT_FOUND for missing or non-owner jobs and CONFLICT when the job is not in DRAFT.
• employer.search_candidates_for_job Semantically rank discoverable (interviewed) candidates against one of the employer's own jobs, with a per-candidate fit score AND a white-box explanation. WORK
• employer.search_candidates_by_query Free-form semantic search across discoverable (interviewed) candidates with no job context. The query is embedded and candidates are ranked by semantic similari
• employer.get_candidate Fetch a discoverable candidate by user id. Returns search-entry shape plus a light interview slice (overallScore + summary + completedAt + evaluatedAt) and `exi
• employer.get_candidate_evidence Fetch the interview EVIDENCE (facts proven in the interview + their Q&A, the interview summary, the résumé summary, and GitHub/LinkedIn signals) for ONE candida
• employer.invite_candidate Invite a discoverable candidate to one of the employer's PUBLISHED jobs. Creates a JobApplication with status=INVITED. If a prior WITHDRAWN row exists for this
• employer.list_applicants List the live (APPLIED) applicants on one of the employer's jobs. The candidate showcase + interview overallScore/summary are always returned; contact fields ar
• employer.set_review_status Update the employer review state on an application (NEW / REVIEWING / SHORTLISTED / REJECTED / HIRED). SHORTLISTED and HIRED unlock the candidate's direct conta
• employer.get_applicant_detail Full applicant bundle: resume, interview light slice (overallScore + summary + facts), GitHub analysis, LinkedIn analysis. The verbatim transcript is delivered
• employer.get_applicant_transcript Verbatim interview transcript for one applicant. Ownership-only gate (same as the UI Download button — no SHORTLISTED/HIRED requirement). Returns an empty array
• employer.list_invitations List the pending (INVITED) candidates on one of the employer's jobs — candidates who have been invited but have not yet accepted or declined.
• employer.cancel_invitation Cancel a pending invitation sent to a candidate. The invitation record is deleted; the employer can re-invite the same candidate later.

Details

• Version: 0.4.3
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 1370 ms
• First indexed: 2026-11-01T10:00:15.121Z
• Last seen in registry: 2026-11-01T10:00:15.121Z
• Repository: https://github.com/work0r-ai/agent-kit

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• Last crawl: 2026-11-11T16:39:06.253Z
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