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QueryQuarry

QueryQuarry

Official

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.

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.

Related MCP server: workopia-mcp

Tools

Tool

What it does

search_candidates

Search the talent graph. Returns anonymous match cards — headline, skills, seniority, location, availability, salary range. Rich filters: skills, location, remote, seniority, employment type, salary, experience, work authorization, relocation.

get_candidate

Evaluate one candidate in depth (full skills, experience, education) — still anonymous. Metered.

request_contact

Reach out: you identify yourself, the candidate is notified and decides. If interested, they contact you quoting a one-time code. Metered.

get_contact

Status of a contact request: sent, accepted, or declined.

get_new_candidates

Profiles new or updated since a timestamp — your standing alert.

save_candidate / get_watchlist

Watchlist management.

get_corpus_stats

Aggregate corpus stats — counts, top skills, top locations.

check_subscription

Your tier, limits, and usage.

get_docs

The full reference, served to your AI.

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.


A
license - permissive license
-
quality - not tested
B
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

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