Robin Saige we check the tools AI agents call

youtube

com.jojapi/youtube

YouTube: YouTube Data API, you can add various YouTube features to your app. Use the API for.

— the operator's own registry description reported

Publisher com.jojapi · first seen 2026-08-20 · endpoint https://mcp.jojapi.com/youtube

allow
verdict
gateway
cluster
ok_tools
answers
20
tools served

Dependency rating derived

allow
allow — gateway · retrieval-public ● · V0 take its word ◐
allow — because answers ●, 20 tools legible (band B) ●, no confirmed drift in 3 probes ●; not yet checked: truth (0 runs)

Cluster gateway · distinctiveness 0.404 (moderate). Every figure is a percentile or class within the 15,472-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency62 ms
vs populationfast
protocolcurrent
authopen
Can it be used? Q4 · observed
tools20
vs populationmid
capabilities1
harnessB
Did it hold when checked? Q3–Q4 · derived
identityfarm_member
servers on its host49
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_d5c4cf07a02fa0fa7a2d26a1 · 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?V0 take its word ◐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-public17serves public factstruth-checkable against a public source — the V-ladder applies in full
action3changes 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_v1_auto_complete get_v1_channel_channels get_v1_channel_community get_v1_channel_details get_v1_channel_playlists get_v1_channel_search get_v1_channel_videos get_v1_community_post_comments get_v1_community_post_details get_v1_home get_v1_playlist_details get_v1_playlist_videos get_v1_search get_v1_video_comments get_v1_video_details get_v1_video_related_contents get_v1_video_streaming_data get_v2_trending get_v2_video_details post_channel_videos

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 & specific20/20
has a description20/20
description is substantive20/20
parameters are typed20/20
parameters are described3/203/20

20 of 20 tools graded · 20 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 in the Tier-2 trade lane, or not yet checked. Tier-2 re-derives a server's answers against published primary sources — see truth checks.

Protocol conformance observed

2025-06-18
protocol version
session model
1.0.0
server version jojapi-youtube

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_tools200622025-06-18
2026-08-30T06:12:19Zok_tools200572025-06-18
2026-08-23T06:11:57Zok_tools200522025-06-18

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/youtube.svg)](https://robinsaige.com/s/com.jojapi/youtube)

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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