Robin Saige we check the tools AI agents call

Picsart GenAI

com.picsart.api/gen-ai

Generate and edit images, videos, and audio with 150+ models from 20+ vendors.

— the operator's own registry description reported

Publisher com.picsart.api · first seen 2026-08-12 · endpoint https://api.picsart.com/gen-ai/mcp

allow
verdict
rich-fast-solo
cluster
ok_tools
answers
38
tools served

Dependency rating derived

allow — rich-fast-solo — safe to depend on

Cluster rich-fast-solo · distinctiveness 0.519 (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
latency49 ms
vs populationfast
protocolcurrent
authopen
Use — can it use it?
tools38
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_d93702387c22eb77cd7d82d1 · 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

picsart_change_bg picsart_credits picsart_drive picsart_enhance picsart_generate picsart_job_status picsart_list_models picsart_media_apply_effect picsart_media_apply_look picsart_media_apply_motion_preset picsart_media_apply_scene_template picsart_media_apply_text_animation picsart_media_contact_sheet picsart_media_describe_scene_template picsart_media_expand_scene_ref picsart_media_export picsart_media_get_capabilities picsart_media_get_scene_schema picsart_media_list_fonts picsart_media_list_scene_templates picsart_media_overview picsart_media_patch_scene picsart_media_probe_media picsart_media_query_layout picsart_media_quickstart picsart_media_resolve_looks picsart_media_translate_scene picsart_media_validate_scene picsart_media_video_create picsart_media_video_render picsart_media_video_revise picsart_model_catalog picsart_model_params picsart_music_studio picsart_preflight picsart_remove_bg picsart_upload_widget picsart_vectorize

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 & specific38/38
has a description38/38
description is substantive38/38
parameters are typed38/38
parameters are described37/3837/38

38 of 38 tools graded · 38 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
adf171ecc272fc0efeace69d1ef5b6e13c3cd332
server version pa-ai-models-mcp-server

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 37 → 38
2026-08-12outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:58:24Zok_tools200492025-06-18
2026-08-12T05:33:39Zok_tools200432025-06-18

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.picsart.api/gen-ai.svg)](https://robinsaige.com/s/com.picsart.api/gen-ai)

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