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QueryQuarry

QueryQuarry

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Remote

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: Job Application 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.

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityStale
ResponsivenessNo issues

Resources

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