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io.github.QueryQuarry/queryquarry

by QueryQuarry · remote · no sign-in to list tools · v1.0.0 · published by GitHub user QueryQuarry

Double-blind talent marketplace: AIs search anonymous opted-in candidates; reveal on consent.

Changes · 6

11 tools: 6 change things and 5 only read.

Scanned Oct 21, 2026

2 checks matched something in the tool definitions. No finding is not a safety guarantee. How the checks work.

claude mcp add --transport http queryquarry https://queryquarry.com/api/mcp

Findings

Matches of fixed checks, with the text they matched.

2 warn
  • The server marks "get_candidate" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

    Matched text

    annotations: {"readOnlyHint":true,"openWorldHint":false}; The name "get_candidate" says "get": a word for reading.

    What this check looks for
  • The server marks "get_contact" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

    Matched text

    annotations: {"readOnlyHint":true,"openWorldHint":false}; The name "get_contact" says "get": a word for reading.

    What this check looks for

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

11 tools

Changes things 6Claude Code: ask
  • check_subscriptionCheck your subscription tier, status, rate limit, and usage this hour.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    Check your subscription tier, status, rate limit, and usage this hour.

    Annotations the server declares

    • title: Check Subscription
    • readOnlyHint: true
    • openWorldHint: false
  • get_candidateEvaluate one candidate in depth — full skills, summary, seniority, experience (titles + what they did) and education.1 finding

    Why it is in this group

    • The name "get_candidate" says "get": a word for reading.
    • The description's first verb is "evaluate": a word for a change.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.

    Findings

    • Warn

      The server marks "get_candidate" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

      Matched text

      annotations: {"readOnlyHint":true,"openWorldHint":false}; The name "get_candidate" says "get": a word for reading.

      What this check looks for
    Description, as the server wrote it
    Evaluate one candidate in depth — full skills, summary, seniority, experience (titles + what they did) and education. Stays ANONYMOUS: no name, no contact, and employer names, dates, and graduation years are withheld to protect identity. Counts toward your hourly/daily reveal limit. To actually reach someone, call request_contact.

    Annotations the server declares

    • title: Evaluate Candidate
    • readOnlyHint: true
    • openWorldHint: false
  • get_contactCheck the status of a contact request you sent: sent (awaiting), accepted (the candidate shared their contact — see shared_contact, and expect their intro email quoting the code), …1 finding

    Why it is in this group

    • The name "get_contact" says "get": a word for reading.
    • The input takes a statement or command to run (input.code), which can change anything it can reach.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.

    Findings

    • Warn

      The server marks "get_contact" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

      Matched text

      annotations: {"readOnlyHint":true,"openWorldHint":false}; The name "get_contact" says "get": a word for reading.

      What this check looks for
    Description, as the server wrote it
    Check the status of a contact request you sent: sent (awaiting), accepted (the candidate shared their contact — see shared_contact, and expect their intro email quoting the code), or declined. Identify it by contact_id or code. Also shows any hire outcome either side reported.

    Annotations the server declares

    • title: Check Contact Status
    • readOnlyHint: true
    • openWorldHint: false
  • report_contact_outcomeOne-tap outcome report on an accepted contact: did it lead to a hire?No findings

    Why it is in this group

    • The input takes a statement or command to run (input.code), which can change anything it can reach.
    Description, as the server wrote it
    One-tap outcome report on an accepted contact: did it lead to a hire? Optional but appreciated — it's how the marketplace measures that consented outreach beats cold outreach. Values: hired | not_hired | in_progress.

    Annotations the server declares

    • title: Report Hire Outcome
    • readOnlyHint: false
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • request_contactReach out to one candidate.No findings

    Why it is in this group

    • The name "request_contact" says "request": a word for a change.
    Description, as the server wrote it
    Reach out to one candidate. You identify yourself (your name + company, from your account); the candidate is notified and decides. If they accept, you receive an EMAIL with their contact, their message, and a unique verification code — their identity stays private until they choose to share it. METERED (counts toward your contact limit) and requires a prior get_candidate for this resume. One active offer per candidate; respect declines. get_contact also shows the status any time.

    Annotations the server declares

    • title: Request Contact
    • readOnlyHint: false
    • destructiveHint: false
    • idempotentHint: false
    • openWorldHint: true
  • save_candidateSave a candidate resume to your watchlist with optional notes.No findings

    Why it is in this group

    • The name "save_candidate" says "save": a word for a change.
    Description, as the server wrote it
    Save a candidate resume to your watchlist with optional notes.

    Annotations the server declares

    • title: Save to Watchlist
    • readOnlyHint: false
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
Only reads 5Claude Code: allow
  • get_corpus_statsGet aggregate stats about the talent corpus (counts, top skills/locations).No findings

    Why it is in this group

    • The name "get_corpus_stats" says "get": a word for reading.
    Description, as the server wrote it
    Get aggregate stats about the talent corpus (counts, top skills/locations).

    Annotations the server declares

    • title: Corpus Stats
    • readOnlyHint: true
    • openWorldHint: false
  • get_docsGet the full QueryQuarry reference (how it works, all tools and filters, search tips, rate limits, privacy).No findings

    Why it is in this group

    • The name "get_docs" says "get": a word for reading.
    Description, as the server wrote it
    Get the full QueryQuarry reference (how it works, all tools and filters, search tips, rate limits, privacy). Call this when you need detail beyond these tool descriptions, when guiding a new user, or before composing a complex search.

    Annotations the server declares

    • title: Documentation
    • readOnlyHint: true
    • openWorldHint: false
  • get_new_candidatesGet resumes new or updated since a timestamp (your standing alert).No findings

    Why it is in this group

    • The name "get_new_candidates" says "get": a word for reading.
    Description, as the server wrote it
    Get resumes new or updated since a timestamp (your standing alert). Same filters as search_candidates. Call daily with yesterday's timestamp; no duplicates.

    Annotations the server declares

    • title: New Candidates Since
    • readOnlyHint: true
    • openWorldHint: false
  • get_watchlistGet your saved candidates (watchlist).No findings

    Why it is in this group

    • The name "get_watchlist" says "get": a word for reading.
    Description, as the server wrote it
    Get your saved candidates (watchlist).

    Annotations the server declares

    • title: View Watchlist
    • readOnlyHint: true
    • openWorldHint: false
  • search_candidatesSearch the talent graph.No findings

    Why it is in this group

    • The name "search_candidates" says "search": a word for reading.
    Description, as the server wrote it
    Search the talent graph. Returns ANONYMOUS match cards — headline, skills (with skills_matched showing which of YOUR terms hit), seniority, location, availability, salary range, and a short snippet — but NO name, full resume, or contact. Call get_candidate (a metered reveal) for the deeper anonymous profile. Filter by skills, location, seniority, salary, experience, availability, and more; sort by recency (default) or skill_match. Always paginated (max 25 per page).

    Annotations the server declares

    • title: Search Candidates
    • readOnlyHint: true
    • openWorldHint: false

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Install

Pinned to version 1.0.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http queryquarry https://queryquarry.com/api/mcp

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__queryquarry__search_candidates",
      "mcp__queryquarry__get_new_candidates",
      "mcp__queryquarry__get_watchlist",
      "mcp__queryquarry__get_corpus_stats",
      "mcp__queryquarry__get_docs"
    ],
    "ask": [
      "mcp__queryquarry__get_candidate",
      "mcp__queryquarry__request_contact",
      "mcp__queryquarry__get_contact",
      "mcp__queryquarry__report_contact_outcome",
      "mcp__queryquarry__save_candidate",
      "mcp__queryquarry__check_subscription"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as queryquarry. Review it before you use it.