Double-blind talent marketplace: AIs search anonymous opted-in candidates; reveal on consent.
Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β or use 1-click editor setup below.
π‘ Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)
The consent-based talent graph recruiters' AIs query directly.
Search an anonymous corpus of opted-in candidates in natural language β identity is revealed only when the candidate chooses to respond.
queryquarry.com Β· MCP docs Β· Blog Β· 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.
https://queryquarry.com/api/mcp (streamable HTTP)/.well-known/mcp/server-card.jsonClaude (claude.ai / Claude Desktop): Settings β Connectors β Add custom connector β https://queryquarry.com/api/mcp
Any MCP client (via mcp-remote):
On first use you'll be sent through OAuth to link your recruiter account.
| Tool | What it does |
|---|---|
search_candidates | Search the talent graph. Returns anonymous match cards β 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) β 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 β your standing alert. |
save_candidate / get_watchlist | Watchlist management. |
get_corpus_stats | Aggregate corpus stats β 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
search_candidates β anonymous match cards, ordered by recency.get_candidate β deeper evaluation, still no name or contact info.request_contact β the candidate is notified with your identity and message.Free accounts include an allowance of candidate reveals and contact requests. Paid plans: queryquarry.com/#pricing.
Β© 2026 QueryQuarry Β· This repository hosts documentation for the hosted MCP server; the service implementation is not open source.
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