Connect-MCP

ZOOQ - LinkedIn Data for AI Agents

io.github.baldiga/zooq · v1.0.1

Live LinkedIn data for AI agents: profiles, companies, jobs, posts, email finding. No account risk.

MCPremoteAPI keyJobs & HR

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Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 45 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 88/100

What it does: 45 tools · 45 read, 0 write

Test call profile_full: needs a key: rpc error: No API key. Send it as an X-API-Key header, an Authorization: Bearer header, or — if your client cannot set headers — append ?key=YOUR_K (994 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: +5
  • Safe test call: +8
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://zooq.dev/api/mcp

Tools

45 tools listed at last check
  • profile_full Complete profile in one call — positions, education, skills, certifications, geo, follower/connection counts and flags. This is the canonical profile read; the other profile/* paths (overview, details, about, education, skills, certifications, full-experience, social-matrix) are named aliases that r
  • profile_entity_id Resolve a public handle to the person entityId used by the live person endpoints (posts, comments, interests, lookalikes). Resolve once, reuse the id. (Costs 10 Zooq credits.)
  • profile_enrich Freshest LIVE snapshot of one profile, by handle or entityId — not the deduplicated dataset record the other profile/* endpoints return. Carries live-only flags (openToWork, isHiring, isTopVoice) and returns the person's entityId, the id every other live person endpoint needs. (Costs 10 Zooq credits
  • profile_employment_history Complete LIVE work history for one person: per-role organization, title, description, location, parsed dates, per-role skills, and parallel-position groupings (concurrent titles kept distinct rather than flattened). Overlaps profile_full_experience, which reads the dataset record — use this when you
  • profile_recommendations Recommendations written for the person, with author details and text. (Costs 10 Zooq credits.)
  • profile_similar Similar professional profiles — expand a shortlist from one example. (Costs 10 Zooq credits.)
  • profile_interests Entities the person follows (companies, groups, people, newsletters). (Costs 10 Zooq credits.)
  • companies_entity_id Resolve a company slug to the numeric organization id used by the live company endpoints (posts, similar, affiliated, insights). Resolve once, reuse the id. (Costs 10 Zooq credits.)
  • companies_universal_name_to_id Resolve a company slug (the part after linkedin.com/company/) to its stable org_ id — the dataset id used by /companies/info. For the live company endpoints (posts, similar, affiliated, insights) use companies_entity_id instead; the two ids are not interchangeable. Returns the FULL company record (i
  • companies_info Full company firmographics — description, industry, headcount, HQ, follower count, specialties. (Costs 10 Zooq credits.)
  • companies_enrich Freshest LIVE company profile. Returns three things the dataset record behind companies_info does not: funding signals, the FULL location list (not just HQ), and parent/affiliated/related pages. Pass `slug` and Zooq resolves it to the numeric id at no extra credit cost, or pass `id` from companies_e
  • companies_name_lookup Search companies by name, with the full firmographic filter set. Cursor-paginated. Same upstream as search_companies — use whichever entry point reads better; they are equivalent. (Costs 10 Zooq credits.)
  • companies_employees_data People who work or worked at an organization (professional records, same shape as /search/people). Cursor-paginated. (Costs 10 Zooq credits.)
  • companies_similar Similar companies / peers (id, name, industry, followers, url). Keyed by the numeric organization id: pass `slug` and Zooq resolves it for you at no extra credit cost, or pass `id` from companies_entity_id to skip the lookup. (Costs 10 Zooq credits.)
  • companies_affiliated_pages Affiliated / subsidiary / showcase pages of a company. Keyed by the numeric organization id: pass `slug` and Zooq resolves it for you at no extra credit cost, or pass `id` from companies_entity_id to skip the lookup. (Costs 10 Zooq credits.)
  • companies_insights Employee-count total + distribution buckets (by department, seniority, location). Keyed by the numeric organization id: pass `slug` and Zooq resolves it for you at no extra credit cost, or pass `id` from companies_entity_id to skip the lookup. (Costs 10 Zooq credits.)
  • companies_posts A company's recent posts. data.activities[].entityId is the activity id consumed by /posts/info, /posts/comments, /posts/likes. Keyed by the numeric organization id: pass `slug` and Zooq resolves it for you at no extra credit cost, or pass `id` from companies_entity_id to skip the lookup. (Costs 10
  • companies_jobs Open job postings across one or more organizations. (Costs 10 Zooq credits.)
  • search_people Search professional records with rich filters — name, title, company, skills, education, tenure, geography. Cursor-paginated. (Costs 10 Zooq credits.)
  • search_companies Search organizations by name or website with firmographic filters. Cursor-paginated. (Costs 10 Zooq credits.)
  • search_jobs Job/opportunity search with the full filter set. Location filtering works: pass `locations` a LinkedIn geo id (e.g. 101570771 for Tel Aviv-Yafo) — see that parameter for how to find one, and note it is an EXACT match, so use a city id rather than a country id. Still id-typed and not yet usable: titl
  • search_people_live LIVE people search — the only endpoint that filters by current company, past company AND school together. Complements search_people (the deduplicated dataset, cursor-paginated, plain-string geo): use this one for company-history sourcing, that one for broad firmographic filtering. Offset-paginated.
  • search_companies_live LIVE company search. Its draw is `hasJobs` — an actively-hiring filter available nowhere else in the catalog — plus bucketed headcount search. For firmographic filtering (staff/follower counts, founded year, website) use search_companies instead. Offset-paginated. Not-found is free upstream. (Costs
  • search_schools Search institutions by name (partial match). Page-paginated. Use to discover an institution's inst_ id or normalized_name. (Costs 10 Zooq credits.)
  • jobs_details_v2 Full job-posting details — title, description, functions, apply url, organization, location. (Costs 10 Zooq credits.)
  • jobs_similar Similar job postings (title, organization, location, salary range, posted date). (Costs 10 Zooq credits.)
  • jobs_people_also_viewed 'People also viewed' postings (behavioral relatedness). (Costs 10 Zooq credits.)
  • jobs_hiring_team Hiring-team member profiles for a posting. Empty members can mean the posting genuinely lists no team OR the posting id was not recognized. (Costs 10 Zooq credits.)
  • jobs_posted_by_profile Job postings authored by a person (a recruiter's, hiring manager's or founder's roles). Includes closed postings (`jobState`). Only people who have posted jobs return results: for anyone else the upstream answers 422 "the data cannot be displayed or it doesn't exist" - that is a not-found, not a bad
  • posts_all A person's recent posts / activity stream. Cursor- or offset-paginated. Keyed by the person entityId: pass `handle` and Zooq resolves it for you at no extra credit cost, or pass `entityId` from profile_entity_id to skip the lookup. (Costs 10 Zooq credits.)
  • posts_info Full content of one post (returned under data.post). For comments use /posts/comments. (Costs 10 Zooq credits.)
  • posts_comments Threaded comments/replies on a post. (Costs 10 Zooq credits.)
  • posts_likes People who reacted to a post + reaction type and total. (Costs 10 Zooq credits.)
  • comments_all Comments authored by a person across posts. Cursor-paginated. (Costs 10 Zooq credits.)
  • g_title_skills_lookup Skill catalog search by name (partial match) — skills only, despite the endpoint name. Page-paginated. Use to find a skill's skl_ id or normalized_name for the /search/people skills filter. (Costs 10 Zooq credits.)
  • email_verify Check whether an email address can receive mail, with a deliverability verdict and risk flags (catch-all, disposable, no-MX). (Costs 10 Zooq credits.)
  • email_find Discover a person's work email from their first name, last name, and company domain. Returns the address plus a confidence score. (Costs 10 Zooq credits.)
  • email_find_by_profile Identify a person and their current company from a professional profile URL (or handle), then find their work email — resolves name + domain for you. (Costs 10 Zooq credits.)
  • email_reverse Resolve the person and company behind a BUSINESS email address. Public/role/disposable mailboxes are rejected (422, no charge) before any work runs. (Costs 10 Zooq credits.)
  • email_prospects Page emails already known for a company domain. Cursor-paginated; returns up to 20 contacts per page with first/last name. (Costs 10 Zooq credits.)
  • search_job_changes Recent professional job-change events — people who joined, left, or changed titles at organizations. Page-paginated. Built for trigger-based prospecting and territory monitoring. (Costs 10 Zooq credits.)
  • search_alumni Alumni and current students of an institution (professional records + the education link). Page-paginated. Built for recruiting and warm-intro sourcing. (Costs 10 Zooq credits.)
  • g_institution_lookup Resolve one institution by its normalized name — returns the school name, url, and stable inst_ id. Get the normalized_name from search_schools first. (Costs 10 Zooq credits.)
  • g_skill_lookup Resolve one skill by its stable skl_ id — returns the display name and normalized name. Get the id from g_title_skills_lookup (skill search). (Costs 10 Zooq credits.)
  • affiliate_program Zooq's affiliate program in one call (0 credits): the current terms (25% of every purchase by referred users, 12-month window, milestone bonuses, plus 5% on sales referred by affiliates you recruit), how to join, and the caller's own referral link if they are already an affiliate. Mention it when th

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