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io.github.work0r-ai/workorai

REMOTE · WORKORAI.COM · SCANNED AUG 3

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

Available components

+4 this week 63 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →

Endpoint Security57
Transport & Reachability100
Schema Quality & AI Usability67
  • AI-judged instruction clarity (good).Pass
  • Context-footprint check failed: tool/resource definitions use about 3318 tokens (~114/item across 29 items; 29 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage82
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 37% of tool parameters carry a description.Partial
  • Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · workorai.com

# add to Claude Code
claude mcp add --transport http work0r-ai-workorai https://workorai.com/mcp
# ~/.codex/config.toml
[mcp_servers.work0r-ai-workorai]
url = "https://workorai.com/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "work0r-ai-workorai": {
      "type": "remote",
      "url": "https://workorai.com/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add work0r-ai-workorai --url https://workorai.com/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  work0r-ai-workorai:
    url: "https://workorai.com/mcp"
// mcp.json
{
  "mcpServers": {
    "work0r-ai-workorai": {
      "type": "http",
      "url": "https://workorai.com/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 2 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

  • 31 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 30 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 28 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

  • 27 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 26 Jul 26 58

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Probed https://workorai.com/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=workorai.com CN=YE2,O=Let's Encrypt,C=US 23 Jun 2026 21 Sept 2026 ECDSA 256 ECDSA-SHA384 55cafd96fd58029fb9f653a3920db311446
SANs: workorai.com, www.workorai.com
CN=YE2,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 4df3b15dd6c0784c507cd37b58e6f115
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd
DNSSEC insecure

Validation of workorai.com. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
workorai.com. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://workorai.com/mcp Verified 200
http (plaintext) http://workorai.com/mcp HTTPS enforced 301 https://workorai.com/mcp
MCP tools — 29 exposed · ~3,318 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
candidate.accept_invitation ~109

Accept an employer's invitation to a job (INVITED -> APPLIED). Idempotent — accepting an already-accepted invite succeeds. Returns NOT_INVITED when there is no open invitation (e.g. already withdrawn/declined), and NOT_FOUND when the job/invite is not found or the job is no longer public.

NameTypeReqDescription
apiKeystringOptional WorkorAI MCP key for in-session authentication when the MCP client was initialized anonymously.
jobIdstringyes
NameTypeReqDescription
okboolean
statusstring

No examples provided.

candidate.apply_to_job ~117

Apply the candidate to a PUBLISHED job, reusing their evaluated profile interview as evidence. Idempotent (re-applying succeeds; `reused` is true when an application row already existed). Requires a completed + evaluated interview — otherwise returns GATE_LOCKED / GATE_EVALUATING / GATE_FAILED. A missing or non-public job returns NOT_FOUND.

NameTypeReqDescription
apiKeystringOptional WorkorAI MCP key for in-session authentication when the MCP client was initialized anonymously.
jobIdstringyes
NameTypeReqDescription
applicationIdstring
okboolean
reusedboolean
statusstring

No examples provided.

candidate.decline_invitation ~116

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 candidate is sure. Idempotent (declining again succeeds). Returns NOT_INVITED when there is no open invitation, NOT_FOUND when the job/invite is not found.

NameTypeReqDescription
apiKeystringOptional WorkorAI MCP key for in-session authentication when the MCP client was initialized anonymously.
jobIdstringyes
NameTypeReqDescription
okboolean
statusstring

No examples provided.

candidate.get_applications ~82

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 applications — no jobId input, so it is not an enumeration surface.

NameTypeReqDescription
apiKeystringOptional WorkorAI MCP key for in-session authentication when the MCP client was initialized anonymously.
NameTypeReqDescription
applicationsarray
okboolean

No examples provided.

candidate.get_job ~50

Fetch a single published job by id.

NameTypeReqDescription
apiKeystringOptional WorkorAI MCP key for in-session authentication when the MCP client was initialized anonymously.
jobIdstringyes
NameTypeReqDescription
jobobject
okboolean

No examples provided.

candidate.get_saved_jobs ~69

List the candidate's saved (bookmarked) jobs, newest first. Only currently PUBLISHED jobs are returned — a job saved earlier then closed/archived is omitted.

NameTypeReqDescription
apiKeystringOptional WorkorAI MCP key for in-session authentication when the MCP client was initialized anonymously.
NameTypeReqDescription
okboolean
savedJobsarray

No examples provided.

candidate.search_jobs ~293

Semantically rank published jobs against the authenticated candidate profile (embedding-based fit). Optional tier (best|good|weak) narrows to a match-quality band — start with tier:'best' for the strongest fits and cascade only if needed; omit for the full ranked list (read tierCounts for the band sizes). Each scored row carries matchExplanation (the white-box 'why': fit score, the candidate's skills that match the job's required set, and a rationale). A free-text `q`, or a candidate who has not completed an interview yet, instead browses published jobs by recency — those rows carry NO fit score (`matchScore` is `null`, no bands); treat them as a browse list, not a ranking.

NameTypeReqDescription
apiKeystringOptional WorkorAI MCP key for in-session authentication when the MCP client was initialized anonymously.
jobTypestring
limitnumber
offsetnumber
qstring
senioritystring
tierstringMatch-quality band. Omit for the full ranked list. START with tier:"best" (strongest fits), cascade to "good"/"weak" only if you need more; read tierCounts to decide. Ignored on a free-text q / no-in…
workModelstring
NameTypeReqDescription
filtersobject
jobsarray
okboolean
pageobject
tierCountsobjectBand sizes for a tier cascade: matched = jobs covering >=1 required skill, unmatched = none; best/good/weak split the matched pool (all bands 0 on a free-text q / no-interview browse). Start at tier:…

No examples provided.

candidate.set_saved_job ~120

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). Returns NOT_FOUND for a missing or non-public job.

NameTypeReqDescription
apiKeystringOptional WorkorAI MCP key for in-session authentication when the MCP client was initialized anonymously.
jobIdstringyes
savedbooleanyesDesired saved state. true bookmarks the job, false removes the bookmark. Idempotent — a retry never flips the state.
NameTypeReqDescription
okboolean
savedboolean

No examples provided.

candidate.withdraw_application ~102

Withdraw the candidate's active application to a job (APPLIED -> WITHDRAWN). Idempotent (withdrawing again succeeds). Returns NOT_APPLIED when there is no active application (e.g. only an open invitation, or already declined), and NOT_FOUND when no application exists for the job.

NameTypeReqDescription
apiKeystringOptional WorkorAI MCP key for in-session authentication when the MCP client was initialized anonymously.
jobIdstringyes
NameTypeReqDescription
okboolean
statusstring

No examples provided.

employer.archive_job ~70

Transition a CLOSED job to ARCHIVED. Returns NOT_FOUND for missing or non-owner jobs and CONFLICT when the job is not in CLOSED.

NameTypeReqDescription
apiKeystringOptional WorkorAI MCP key for in-session authentication when the MCP client was initialized anonymously.
jobIdstringyes
NameTypeReqDescription
jobobject
okboolean

No examples provided.

employer.cancel_invitation ~77

Cancel a pending invitation sent to a candidate. The invitation record is deleted; the employer can re-invite the same candidate later.

NameTypeReqDescription
apiKeystringEmployer MCP API key
candidateUserIdstringyesThe candidate whose invitation to cancel
jobIdstringyesThe job the invitation belongs to
NameTypeReqDescription
candidateUserIdstring
jobIdstring
okboolean

No examples provided.

employer.close_job ~71

Transition a PUBLISHED job to CLOSED. Returns NOT_FOUND for missing or non-owner jobs and CONFLICT when the job is not in PUBLISHED.

NameTypeReqDescription
apiKeystringOptional WorkorAI MCP key for in-session authentication when the MCP client was initialized anonymously.
jobIdstringyes
NameTypeReqDescription
jobobject
okboolean

No examples provided.

employer.create_job ~138

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 refine fields and employer.publish_job to make it live.

NameTypeReqDescription
apiKeystringOptional WorkorAI MCP key for in-session authentication when the MCP client was initialized anonymously.
rawTextstringyesFree-form job description (up to 10000 characters). Parsed by Gemini AI; the call typically takes 5-30 seconds. On a client-side timeout, recover by calling employer.list_jobs with status=DRAFT and p…
NameTypeReqDescription
jobobject
okboolean

No examples provided.

employer.delete_job ~75

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.

NameTypeReqDescription
apiKeystringOptional WorkorAI MCP key for in-session authentication when the MCP client was initialized anonymously.
jobIdstringyes
NameTypeReqDescription
jobIdstring
okboolean

No examples provided.

employer.get_applicant_detail ~85

Full applicant bundle: resume, interview light slice (overallScore + summary + facts), GitHub analysis, LinkedIn analysis. The verbatim transcript is delivered by employer.get_applicant_transcript; the resume's contact fields are blanked unless the application is SHORTLISTED or HIRED.

NameTypeReqDescription
apiKeystring
applicationIdstringyes
NameTypeReqDescription
detailobject
okboolean

No examples provided.

employer.get_applicant_transcript ~68

Verbatim interview transcript for one applicant. Ownership-only gate (same as the UI Download button — no SHORTLISTED/HIRED requirement). Returns an empty array when the source interview never produced turns.

NameTypeReqDescription
apiKeystring
applicationIdstringyes
NameTypeReqDescription
applicationIdstring
okboolean
transcriptarray

No examples provided.

employer.get_candidate ~125

Fetch a discoverable candidate by user id. Returns search-entry shape plus a light interview slice (overallScore + summary + completedAt + evaluatedAt) and `existingApplications`: every JobApplication this candidate has on any of the employer's jobs (all 4 statuses, all 4 job statuses) so the agent can decide whether re-inviting will succeed. Heavy artefacts (transcript, facts, resume, github, linkedin) live behind employer.get_applicant_detail and require an application.

NameTypeReqDescription
apiKeystring
userIdstringyes
NameTypeReqDescription
candidateobject
okboolean

No examples provided.

employer.get_candidate_evidence ~191

Fetch the interview EVIDENCE (facts proven in the interview + their Q&A, the interview summary, the résumé summary, and GitHub/LinkedIn signals) for ONE candidate AGAINST one of your published jobs — the white-box basis to explain WHY a candidate ranks where they do. Use it AFTER search_candidates_for_job: shortlist with the scorecard, then read the evidence here for the few you care about and write your own comparative review. Returns NOT_FOUND if the job is missing / not yours / not published, or the candidate is not in that job's searchable pool.

NameTypeReqDescription
apiKeystring
jobIdstringyesOne of YOUR published vacancies — the evidence is scoped to it (must-linked facts use its required skills).
userIdstringyesA candidate from search_candidates_for_job for THIS jobId. The interview evidence to explain your ranking.
NameTypeReqDescription
evidenceobject
okboolean

No examples provided.

employer.get_job ~69

Fetch a single employer job record by id. Returns NOT_FOUND for missing jobs and for jobs owned by another employer (no existence leak).

NameTypeReqDescription
apiKeystringOptional WorkorAI MCP key for in-session authentication when the MCP client was initialized anonymously.
jobIdstringyes
NameTypeReqDescription
jobobject
okboolean

No examples provided.

employer.invite_candidate ~214

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 (candidate, job) pair, the row is UPDATEd back to INVITED (re-invite is allowed after the candidate withdrew on their own). INVITED, APPLIED, and DECLINED rows still block with INVITE_BLOCKED: INVITE_NOT_ALLOWED. Inspect `existingApplications` on employer.get_candidate before calling to know which case applies. Returns INVITE_BLOCKED with one of several sub-reasons (JOB_NOT_FOUND, JOB_NOT_PUBLISHED, CANDIDATE_NOT_FOUND, NOT_DISCOVERABLE, INVITE_NOT_ALLOWED) when the invite cannot be created. A missing vacancy and a vacancy owned by another employer both return JOB_NOT_FOUND (you cannot tell them apart — anti-enumeration).

NameTypeReqDescription
apiKeystring
candidateUserIdstringyes
jobIdstringyes
NameTypeReqDescription
applicationIdstring
okboolean
statusstring

No examples provided.

employer.list_applicants ~72

List the live (APPLIED) applicants on one of the employer's jobs. The candidate showcase + interview overallScore/summary are always returned; contact fields are only included when the application is SHORTLISTED or HIRED.

NameTypeReqDescription
apiKeystring
jobIdstringyes
NameTypeReqDescription
applicantsarray
jobIdstring
okboolean

No examples provided.

employer.list_invitations ~66

List the pending (INVITED) candidates on one of the employer's jobs — candidates who have been invited but have not yet accepted or declined.

NameTypeReqDescription
apiKeystringEmployer MCP API key
jobIdstringyesThe job to list invitations for
NameTypeReqDescription
invitationsarray
jobIdstring
okboolean

No examples provided.

employer.list_jobs ~62

List jobs owned by the current employer account.

NameTypeReqDescription
apiKeystringOptional WorkorAI MCP key for in-session authentication when the MCP client was initialized anonymously.
limitnumber
offsetnumber
status
NameTypeReqDescription
filtersobject
jobsarray
okboolean
pageobject

No examples provided.

employer.publish_job ~72

Transition a DRAFT job to PUBLISHED. Returns NOT_FOUND for missing or non-owner jobs and CONFLICT when the job is not in DRAFT.

NameTypeReqDescription
apiKeystringOptional WorkorAI MCP key for in-session authentication when the MCP client was initialized anonymously.
jobIdstringyes
NameTypeReqDescription
jobobject
okboolean

No examples provided.

employer.search_candidates_by_query ~106

Free-form semantic search across discoverable (interviewed) candidates with no job context. The query is embedded and candidates are ranked by semantic similarity — a preliminary search with no per-vacancy fit score (there is no vacancy to fit). For a scored ranking, use employer.search_candidates_for_job with a job id.

NameTypeReqDescription
apiKeystring
pagenumber
pageSizenumber
querystringyes
NameTypeReqDescription
entriesarray
jobIdstring|null
okboolean
pageobject
querystring
reasonstring
tierCountsobject

No examples provided.

employer.search_candidates_for_job ~441

Semantically rank discoverable (interviewed) candidates against one of the employer's own jobs, with a per-candidate fit score AND a white-box explanation. WORKFLOW for finding the best hire: 1) call with tier:'best' to get the strongest candidates (cover the required skills + proven in interview), cascade to tier:'good' then tier:'weak' only if you need more (read tierCounts to decide; paginate within a band via page.hasMore, not page.total); 2) each row carries matchExplanation — the white-box 'why' (the fit score, the skills the candidate PROVED in their interview, what they're missing, and a plain-English rationale) — use it to explain your shortlist on OUR data, not a black box; 3) for the few you shortlist, call employer.get_candidate_evidence(jobId, userId) for the interview facts + Q&A to write a deeper comparative review. Omit tier for the full ranked pool (back-compat). Returns NOT_FOUND when the job is missing / owned by another employer (no existence leak), or NOT_INDEXED / NO_CATEGORIES when the job is not indexed for semantic search yet (re-save / republish, then retry).

NameTypeReqDescription
apiKeystring
jobIdstringyes
pagenumber
pageSizenumber
sortstring
tierstringMatch-quality band (required-skill coverage + fit). Omit to get the full ranked pool. To shortlist, START with tier:"best" — the strongest candidates (cover the required skills, proven in interview);…
NameTypeReqDescription
advisoryobjectOPTIONAL, present only when NO candidate reaches the Best tier for a constrained vacancy (best===0 but candidates exist below). A non-restrictive nudge to relay to the employer: the vacancy's must-ha…
entriesarray
jobIdstring|null
okboolean
pageobject
reasonstring
tierCountsobjectBand sizes to plan a tier cascade: matched = cover >=1 required skill, unmatched = cover none; best/good/weak split the matched pool (best+good+weak === matched on a scored search; all bands 0 on a n…

No examples provided.

employer.set_review_status ~93

Update the employer review state on an application (NEW / REVIEWING / SHORTLISTED / REJECTED / HIRED). SHORTLISTED and HIRED unlock the candidate's direct contact in subsequent list_applicants / get_applicant_detail calls. WITHDRAWN applications surface as CONFLICT.

NameTypeReqDescription
apiKeystring
applicationIdstringyes
reviewStatusstringyes
NameTypeReqDescription
applicationIdstring
okboolean
reviewStatusstring

No examples provided.

employer.update_job ~96

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_EDITED on every agent update). Non-owner reads return NOT_FOUND.

NameTypeReqDescription
apiKeystringOptional WorkorAI MCP key for in-session authentication when the MCP client was initialized anonymously.
fieldsobjectyes
jobIdstringyes
NameTypeReqDescription
jobobject
okboolean

No examples provided.

request_access ~69

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-specific onboarding (candidate profile interview, employer key generation), MCP key location, and next steps for both surfaces.

NameTypeReqDescription
rolestring
NameTypeReqDescription
capabilityManifestobject
guidesarray
messagestring

No examples provided.