Robin Saige we check the tools AI agents call

Tmdb

io.github.pipeworx-io/tmdb

TMDB v3: movies, TV, people, trending, discover, genres, credits. Free key.

— the operator's own registry description reported

Publisher io.github.pipeworx-io · first seen 2026-08-12 · endpoint https://gateway.pipeworx.io/tmdb/mcp

allow
verdict
gateway
cluster
ok_tools
answers
50
tools served

Dependency rating derived

allow — gateway — safe to depend on

Cluster gateway · distinctiveness 0.823 (unusual). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Reach — can an agent get to it?
answersalive_tools
latency31 ms
vs populationfast
protocolcurrent
authopen
Use — can it use it?
tools50
vs populationhigh
capabilities3
harnessA
Trust — can it rely on it?
identityfarm_member
servers on its host1312
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_aacd0bdd832332f7817a5dda · 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.

Tools last seen

ai_visibility_check ask_pipeworx ask_pipeworx_beta ask_pipeworx_grounded bet_research compare_entities configuration deep_research discover_movie discover_tools discover_tv entity_profile forget generate_llms_txt genres_movie genres_tv list_subscriptions movie movie_credits movie_recommendations movie_videos person person_combined_credits pipeworx_feedback pipeworx_trending polymarket_arbitrage polymarket_edge_tracker polymarket_edges polymarket_fill_risk polymarket_kalshi_spread recall recent_alerts recent_changes remember resolve_entity scan_competitor_ai_presence scan_dependency search_movie search_multi search_person search_tv search_within subscribe suggest_questions trending tv tv_episode tv_season unsubscribe validate_claim

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 & specific49/5049/50
has a description50/50
description is substantive50/50
parameters are typed50/50
parameters are described34/5034/50

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 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
0.1.0
server version pipeworx-gateway

Capabilities: prompts resources tools

Drift

No confirmed drift on record. Baseline set 2026-08-14; changes appear here after human review.

History observed

Every probe we made, oldest → newest (2 shown, 2026-08-12 → 2026-08-14). 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
2026-08-12outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T20:00:07Zok_tools200312025-06-18
2026-08-12T05:35:20Zok_tools200272025-06-18

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.pipeworx-io/tmdb.svg)](https://robinsaige.com/s/io.github.pipeworx-io/tmdb)

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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