Robin Saige we check the tools AI agents call

linkdapi the best linkedin professional data api

com.jojapi/linkdapi-the-best-linkedin-professional-data-api

LinkdAPI - the best linkedin professional data API: Powerful, lightweight B2B Data API for.

— the operator's own registry description reported

Publisher com.jojapi · first seen 2026-08-20 · endpoint https://mcp.jojapi.com/linkdapi-the-best-linkedin-professional-data-api

allow
verdict
gateway
cluster
ok_tools
answers
50
tools served

Dependency rating derived

allow
allow — gateway · retrieval-public ● · V3 has answer key ◐
allow — because answers ●, 50 tools legible (band B) ●, no confirmed drift in 3 probes ●; not yet checked: truth (2 attempts unverifiable, 0 disagreements)

Cluster gateway · distinctiveness 0.474 (moderate). Every figure is a percentile or class within the 15,472-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency104 ms
vs populationtypical
protocolcurrent
authopen
Can it be used? Q4 · observed
tools50
vs populationhigh
capabilities1
harnessB
Did it hold when checked? Q3–Q4 · derived
identityfarm_member
servers on its host49
verifiabilityunassessed
duplicate inventoryno
drift events0
answers true0/0 agree

🔏 Signed receipt rr_61fd2384a5ee39bef58a159e · 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?gateway — 3 probes ●evidence ↓
Q2What is it?retrieval-public ● evidence ↓
Q3Can it be checked?V3 has answer key ◐evidence ↓
Q4Did it hold?harness B · truth not yet run · no drift ●evidence ↓
Q5What company does it keep?gateway · 49 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 (3 shown, 2026-08-23 → 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
2026-08-23outcomefirst 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-public42serves public factstruth-checkable against a public source — the V-ladder applies in full
action8changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions

Tools last seen observed

get_api_v1_articles_all get_api_v1_articles_article_info get_api_v1_articles_article_reactions get_api_v1_comments_all get_api_v1_comments_likes get_api_v1_companies_company_affiliated_pages get_api_v1_companies_company_employees_data get_api_v1_companies_company_info get_api_v1_companies_company_insights get_api_v1_companies_company_posts get_api_v1_companies_company_similar get_api_v1_companies_company_universal_name_to_id get_api_v1_companies_jobs get_api_v1_companies_name_lookup get_api_v1_g_services_lookup get_api_v1_g_title_skills_lookup get_api_v1_geos_name_lookup get_api_v1_jobs_job_details get_api_v1_jobs_job_people_also_viewed get_api_v1_jobs_job_similar get_api_v1_jobs_search get_api_v1_posts_all get_api_v1_posts_comments get_api_v1_posts_featured get_api_v1_posts_info get_api_v1_posts_likes get_api_v1_profile_about get_api_v1_profile_certifications get_api_v1_profile_contact_info get_api_v1_profile_details get_api_v1_profile_education get_api_v1_profile_full get_api_v1_profile_full_experience get_api_v1_profile_interests get_api_v1_profile_overview get_api_v1_profile_reactions get_api_v1_profile_recommendations get_api_v1_profile_services get_api_v1_profile_similar get_api_v1_profile_skills get_api_v1_profile_social_matrix get_api_v1_profile_username_to_urn get_api_v1_search_companies get_api_v1_search_people get_api_v1_search_posts get_api_v1_search_schools get_api_v1_search_services get_api_v1_services_service_details get_api_v1_services_service_similar get_status

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 B — usable, with rough edges.

legibility checktools passingok
name is clear & specific50/50
has a description50/50
description is substantive50/50
parameters are typed50/50
parameters are described11/5011/50

50 of 50 tools graded · 50 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 jojapi-linkdapi-the-best-linkedin-professional-data-api

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
2026-09-06T06:12:35Zok_tools2001042025-06-18
2026-08-30T06:12:18Zok_tools2001782025-06-18
2026-08-23T06:11:56Zok_tools200502025-06-18

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/com.jojapi/linkdapi-the-best-linkedin-professional-data-api.svg)](https://robinsaige.com/s/com.jojapi/linkdapi-the-best-linkedin-professional-data-api)

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.

← overview

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 →