Robin Saige we check the tools AI agents call

switch

ai.switchapp/switch

Generate, manage and explore your Switch AI image and video library, scoped to your account.

— the operator's own registry description reported

Publisher ai.switchapp · first seen 2026-08-12 · endpoint https://mcp.switchapp.ai/mcp

allow
verdict
rich-solo
cluster
ok_tools
answers
46
tools served

Dependency rating derived

allow — rich-solo — safe to depend on

Cluster rich-solo · distinctiveness 0.356 (moderate). 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
latency169 ms
vs populationtypical
protocolcurrent
authopen
Use — can it use it?
tools46
vs populationhigh
capabilities2
harnessA
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_1fa4a4f978fce2d30afec1b3 · 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

analyze_video analyze_video_report apply_cinematic_anamorphic apply_graphic_editorial_portrait apply_high_fashion_editorial apply_iphone_realism apply_magic_hour_portrait apply_movie_scene apply_product apply_travel apply_ugc apply_wellness cancel_my_task check_balance check_job_status create_depth_map explore_models export_layer_set flatten_layer_set generate_audio generate_image generate_video get_depth_map_status get_layer_set get_my_active_references get_video_status get_vision_report lip_sync_video list_generations list_my_assets list_my_folders list_my_videos list_video_models list_vision_reports search_my_library show_generation show_media split_image_into_layers stitch_videos talking_avatar_video update_layer_set upload_media upload_reference_asset upscale_video video_to_prompt voice

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 & specific46/46
has a description46/46
description is substantive46/46
parameters are typed45/4645/46
parameters are described45/4645/46

46 of 46 tools graded · 46 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 switch

Capabilities: 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 (2 events)
datetypewhat changed
2026-08-14inventorytools 40 → 46
2026-08-12outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:57:41Zok_tools2001692025-06-18
2026-08-12T05:32:59Zok_tools2001622025-06-18

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/ai.switchapp/switch.svg)](https://robinsaige.com/s/ai.switchapp/switch)

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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