MCP.Market

Queryquarry MCP server

online · 100% uptime
by QueryQuarry·io.github.QueryQuarry/queryquarry·v1.0.0
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Double-blind talent marketplace: AIs search anonymous opted-in candidates; reveal on consent.

B84/100grade B
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Safety scan
B84/100

full report

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Queryquarry tools (11)

write = sends, deletes, buys or posts
  • check_subscriptionFree

    Check your subscription tier, status, rate limit, and usage this hour.

  • get_candidateFree

    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.

  • get_contactFree

    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.

  • get_corpus_statsFree

    Get aggregate stats about the talent corpus (counts, top skills/locations).

  • get_docsFree

    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.

  • get_new_candidatesFree

    Get resumes new or updated since a timestamp (your standing alert). Same filters as search_candidates. Call daily with yesterday's timestamp; no duplicates.

  • get_watchlistFree

    Get your saved candidates (watchlist).

  • report_contact_outcomeFree

    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.

  • request_contactFree

    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.

  • save_candidateFree

    Save a candidate resume to your watchlist with optional notes.

  • search_candidatesFree

    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).

Public scan report

scanner v0.1.9 · 2026-09-26 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 422ms20/20
  • Tool poisoning11 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 83 days ago12/15
  • Maintainer identityregistry namespace matches repository owner6/10
Overall 84/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Queryquarry compares

Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
84/100
higher than 73% of 3,470 Web search servers
Tools
11
the typical Web search server has 5
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote Web search server answers 100%
Response time
200 ms
faster than 68% of 2,238 Web search servers

What its tools let an agent do: 10 read · 1 create

Install Queryquarry in Claude Code, Cursor or VS Code

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

What the publisher says

From the Queryquarry repository's README, as published. We do not edit it. Read it on GitHub

QueryQuarry MCP Server

The consent-based talent graph recruiters' AIs query directly. Search an anonymous corpus of opted-in candidates in natural language — identity is revealed only when the candidate chooses to respond.

queryquarry.com · MCP docs · Blog · hello@queryquarry.com

QueryQuarry is a remote (hosted) MCP server for recruiters and sourcers. Instead of scraping or spraying InMails, your AI assistant queries a structured talent graph where every profile is explicitly opted in, candidates stay anonymous until they accept contact, and outreach happens through a double-blind escrow handshake.

  • Endpoint: https://queryquarry.com/api/mcp (streamable HTTP)
  • Auth: OAuth 2.0 — sign up at queryquarry.com, then connect your client and authorize
  • Server card: /.well-known/mcp/server-card.json

Connect

Claude (claude.ai / Claude Desktop): Settings → Connectors → Add custom connector → https://queryquarry.com/api/mcp

Any MCP client (via mcp-remote):

{
  "mcpServers": {
    "queryquarry": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://queryquarry.com/api/mcp"]
    }
  }
}

On first use you'll be sent through OAuth to link your recruiter account.

Tools

Full documentation: queryquarry.com/docs/mcp

How the double-blind flow works

  1. search_candidates → anonymous match cards, ordered by recency.
  2. get_candidate → deeper evaluation, still no name or contact info.
  3. request_contact → the candidate is notified with your identity and message.
  4. The candidate decides. If interested, they reach out to you with a one-time code. The platform never exposes a candidate's identity or contact details — consent is structural, not policy.

Pricing

Free accounts include an allowance of candidate reveals and contact requests. Paid plans: queryquarry.com/#pricing.

© 2026 QueryQuarry · This repository hosts documentation for the hosted MCP server; the service implementation is not open source.

Nothing above is checked by us. What we check is on the safety report.

Queryquarry: common questions

Is Queryquarry MCP server safe?
Mostly: it is graded B (84/100). Read the Queryquarry safety report
How do I install Queryquarry?
It runs remotely at queryquarry.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Queryquarry need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Queryquarry maintained?
The last commit was 122 days ago (2026-07-05). The latest release is v1.0.0.
Is Queryquarry up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of Queryquarry?
Servers from other publishers that do the same job: Clinicaltrialsgov MCP server.
How does Queryquarry compare with other Web search MCP servers?
safety score 84/100 (higher than 73% of 3,470 Web search servers); tools 11 (the typical Web search server has 5); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Queryquarry

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  • Clinicaltrialsgov
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    A