MCP Server
queryquarry
io.github.QueryQuarry/queryquarry
What this MCP does
Searches an anonymous talent marketplace, evaluates candidate profiles, manages watchlists, and requests consent-based contact.
Capabilities
Tools
11
tools
check_subscription
Check your subscription tier, status, rate limit, and usage this hour.
Read only
Input schema
{'type': 'object', 'properties': {}}
get_candidate
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.
Read only
Input schema
{'type': 'object', 'required': ['candidate_id', 'resume_id'], 'properties': {'resume_id': {'type': 'string'}, 'candidate_id': {'type': 'string'}}}
get_contact
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.
Read only
Input schema
{'type': 'object', 'properties': {'code': {'type': 'string'}, 'contact_id': {'type': 'string'}}}
get_corpus_stats
Get aggregate stats about the talent corpus (counts, top skills/locations).
Read only
Input schema
{'type': 'object', 'properties': {}}
get_docs
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.
Read only
Input schema
{'type': 'object', 'properties': {}}
get_new_candidates
Get resumes new or updated since a timestamp (your standing alert). Same filters as search_candidates. Call daily with yesterday's timestamp; no duplicates.
Read only
Input schema
{'type': 'object', 'required': ['since'], 'properties': {'since': {'type': 'string', 'description': 'ISO timestamp.'}}}
get_watchlist
Get your saved candidates (watchlist).
Read only
Input schema
{'type': 'object', 'properties': {'page': {'type': 'number'}, 'status': {'type': 'string'}}}
report_contact_outcome
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.
Idempotent
Input schema
{'type': 'object', 'required': ['outcome'], 'properties': {'code': {'type': 'string'}, 'outcome': {'enum': ['hired', 'not_hired', 'in_progress'], 'type': 'string'}, 'contact_id': {'type': 'string'}}}
request_contact
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.
Open world
Input schema
{'type': 'object', 'required': ['candidate_id', 'resume_id', 'message'], 'properties': {'message': {'type': 'string', 'description': "Your pitch to the candidate: the role and why them. Your account email is AUTOMATICALLY attached and shown to them when they express interest, so you don't need to include it. You may optionally add other ways to connect (an application form link, your LinkedIn, etc.). Shown in-app, not your raw query."}, 'resume_id': {'type': 'string'}, 'candidate_id': {'type': 'string'}}}
save_candidate
Save a candidate resume to your watchlist with optional notes.
Idempotent
Input schema
{'type': 'object', 'required': ['candidate_id', 'resume_id'], 'properties': {'notes': {'type': 'string'}, 'resume_id': {'type': 'string'}, 'candidate_id': {'type': 'string'}}}
search_candidates
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).
Read only
Input schema
{'type': 'object', 'properties': {'page': {'type': 'number', 'description': '1-based page.'}, 'sort': {'enum': ['recency', 'skill_match'], 'type': 'string', 'description': 'Result order. When `skills` are supplied the default is skill_match: candidates matching MORE of your skills terms first (ties by most recently updated) — pure arithmetic over your own criteria, no fit scoring. Pass "recency" to order purely by recent updates; searches without `skills` are always recency-ordered.'}, 'limit': {'type': 'number', 'description': 'Results per page (max 25).'}, 'skills': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Skills to match (any of). Case-insensitive partial match — use plain terms like "React", "Node", "Postgres"; they also match versioned/variant skills ("React 19", "Node.js", "PostgreSQL").'}, 'location': {'type': 'string', 'description': 'City with state ("Schaumburg, IL") or a 5-digit zip ("60133" — most precise). Geocoded locally; combine with radius_miles for distance search. Unresolvable text falls back to substring match.'}, 'remote_ok': {'type': 'boolean', 'description': 'Only candidates open to remote/hybrid.'}, 'salary_max': {'type': 'number'}, 'salary_min': {'type': 'number'}, 'availability': {'enum': ['actively-looking', 'open-to-contact', 'employed-but-open'], 'type': 'string'}, 'radius_miles': {'type': 'number', 'description': 'With location: include candidates within this many miles (e.g. 5, 10, 25, 50; max 100). Omit for exact-place matching.'}, 'updated_since': {'type': 'string', 'description': 'ISO timestamp — only resumes updated since.'}, 'employment_types': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Engagement types to match (any of): full-time, part-time, contract, freelance, internship. Synonyms/variants are normalized.'}, 'seniority_levels': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Seniority levels to match (any of): entry, junior, mid, senior, staff, principal, manager, director, executive.'}, 'open_to_relocation': {'type': 'boolean', 'description': 'Only candidates willing to relocate for the right role.'}, 'work_authorization': {'type': 'string', 'description': 'Filter by work authorization: "authorized" (no sponsorship needed) or "sponsorship-required".'}, 'work_location_types': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Work-location preferences to match (any of): remote, hybrid, onsite.'}, 'experience_years_max': {'type': 'number'}, 'experience_years_min': {'type': 'number'}}}
History
Recent tool changes
Added
get_docs
Sept. 17, 2026, 12:49 p.m.
Added
check_subscription
Sept. 17, 2026, 12:49 p.m.
Added
get_corpus_stats
Sept. 17, 2026, 12:49 p.m.
Added
get_watchlist
Sept. 17, 2026, 12:49 p.m.
Added
save_candidate
Sept. 17, 2026, 12:49 p.m.
Added
get_new_candidates
Sept. 17, 2026, 12:49 p.m.
Added
report_contact_outcome
Sept. 17, 2026, 12:49 p.m.
Added
get_contact
Sept. 17, 2026, 12:49 p.m.
Added
request_contact
Sept. 17, 2026, 12:49 p.m.
Added
get_candidate
Sept. 17, 2026, 12:49 p.m.
Added
search_candidates
Sept. 17, 2026, 12:49 p.m.
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