Robin Saige we check the tools AI agents call

ZOOQ - LinkedIn Data for AI Agents

io.github.baldiga/zooq

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

— the operator's own registry description reported

Publisher io.github.baldiga · first seen 2026-08-25 · endpoint https://zooq.dev/api/mcp

allow
verdict
rich-fast-solo
cluster
ok_tools
answers
45
tools served

Dependency rating derived

allow
allow — alive & usable · retrieval-public ● · V3 has answer key ◐
allow — because answers ●, 45 tools legible (band A) ●, no confirmed drift in 2 probes ●; not yet checked: truth (2 attempts unverifiable, 0 disagreements)

Cluster rich-fast-solo · distinctiveness 0.528 (moderate). Every figure is a percentile or class within the 15,472-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency75 ms
vs populationfast
protocolcurrent
authopen
Can it be used? Q4 · observed
tools45
vs populationhigh
capabilities1
harnessA
Did it hold when checked? Q3–Q4 · derived
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers true0/0 agree

🔏 Signed receipt rr_06f07d2165ad8bb73317f80a · ed25519 · key rs-rcpt-2026-08 — this rating is tamper-evident; an agent gets the full signature from check_server and can verify it against the published key.

Q1Does it answer?alive & usable — 2 probes ●evidence ↓
Q2What is it?retrieval-public ● evidence ↓
Q3Can it be checked?V3 has answer key ◐evidence ↓
Q4Did it hold?harness A · truth not yet run · no drift ●evidence ↓
Q5What company does it keep?rich-fast-solo · 1 on its host (context, not verdict) ◐evidence ↓

● observed · ◐ derived · ○ reported — the verdict synthesizes Q1–Q4; Q5 is context. Methodology →

History observed

Every probe we made, oldest → newest (2 shown, 2026-08-30 → 2026-09-06). Green answered · amber answered-but-walled · red no useful answer. A gap in our cadence is a gap in coverage, not evidence about the server.

changelog (1 events)
datetypewhat changed
2026-08-30outcomefirst probe: ok_tools

What kind of tools these are derived

Verification only means something relative to a tool's NATURE — an email-sender has no "true answer", a generator has no answer key. Classification evidence: classified from tool names/descriptions/annotations WE OBSERVED. What checking applies to each kind (the full methodology →):

naturetoolsmeaning what checking applies
retrieval-public45serves public factstruth-checkable against a public source — the V-ladder applies in full

Tools last seen observed

affiliate_program comments_all companies_affiliated_pages companies_employees_data companies_enrich companies_entity_id companies_info companies_insights companies_jobs companies_name_lookup companies_posts companies_similar companies_universal_name_to_id email_find email_find_by_profile email_prospects email_reverse email_verify g_institution_lookup g_skill_lookup g_title_skills_lookup jobs_details_v2 jobs_hiring_team jobs_people_also_viewed jobs_posted_by_profile jobs_similar posts_all posts_comments posts_info posts_likes profile_employment_history profile_enrich profile_entity_id profile_full profile_interests profile_recommendations profile_similar search_alumni search_companies search_companies_live search_job_changes search_jobs search_people search_people_live search_schools

Harness readiness observed

Can an agent's harness pick this tool and call it correctly? Graded on the three things an agent reads — name, description, typed parameters. Band A — an agent can pick and call these reliably.

legibility checktools passingok
name is clear & specific45/45
has a description45/45
description is substantive45/45
parameters are typed45/45
parameters are described45/45

45 of 45 tools graded · 45 with a captured input schema. RS-008, Tier-1 — no domain knowledge, applies to any tool. “Alive” is not the same as “usable”.

Truth checks observed

Not yet confirmed — 2 attempt(s) currently unverifiable (rate limits, walls, or unmappable schemas — never counted against the server) · 0 disagreements.

claim classkeyverdictprimary source
tariff-duty0901.21.00unverifiableus-hts
tariff-duty6109.10.00unverifiableus-hts

Protocol conformance observed

2025-06-18
protocol version
session model
1.0.0
server version zooq

Capabilities: tools

Drift observed

No confirmed drift on record. Baseline set 2026-09-06; changes appear here after human review.

raw probe records
probed (UTC) outcomehttpmsprotocol
2026-09-06T06:15:46Zok_tools200752025-06-18
2026-08-30T06:15:22Zok_tools200632025-06-18

Watch or embed this verdict

verdict badge

Operators: put the live verdict in your README — it updates with every census, links back here, and is a dated observation, never a warranty:

[![Robin Saige verdict](https://robinsaige.com/badge/io.github.baldiga/zooq.svg)](https://robinsaige.com/s/io.github.baldiga/zooq)

Depend on it? Subscribe to its change feed — outcome changes and confirmed drift, no account needed. Building on it? The full dossier as JSON — verdict, rating, truth checks, history — stable enough to gate CI on.

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Operator of this server? Everything we hold about it is on this page — free, no account, for anyone. Wrong attribution, stale probe, misclassification? Dispute this record →