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MCP Integrations Google Vertex AI
MCP & AI Agent Integration

Google Vertex AI
automation.

5 AI agent actions for Google Vertex AI — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Google Vertex AI to chain AI operations, process data, and build multi-model pipelines. Full governance, audit trail, and dry-run safety on every execution.

Connect Google Vertex AI free Browse all integrations →
No credit card required
Live in production environments
<200ms median execution
Dry-run before production
Execution trace
live
5
actions
100%
governed
<200ms
latency
5
AI agent actions
3
Read operations
2
Write operations
0
High-risk actions (approval gated)
AI & ML Google Vertex AI is a AI & ML integration — use it to automate AI model calls, data processing, and ML pipelines from any AI agent or MCP-compatible runtime.
Actions

What you can do
with Google Vertex AI.

Every action below is available as an MCP tool and a verb in Cerebral OS — callable from any AI agent, Claude, Cursor, Windsurf, or your own runtime via the BYOA API. All executions are governed, audited, and dry-run safe.

Analyze Image/Video
google_vertex_ai:analyze_image_video
Examines an image or video following given instructions. Results will contain the analysis findings
Read Low risk
Analyze Text Sentiment
google_vertex_ai:analyze_text_sentiment
Analyzes a specified text for its underlying sentiment
Read Low risk
Classify Text
google_vertex_ai:classify_text
Groups a provided text into predefined categories
Read Low risk
Generate Video from Image
google_vertex_ai:generate_video_from_image
Generate a video from an image with optional text prompt using Google Vertex AI Veo models
Write Medium risk
Generate Video from Text
google_vertex_ai:generate_video_from_text
Generate a video from a text prompt using Google Vertex AI Veo models
Write Medium risk
MCP & Runtime API

Call Google Vertex AI
from any AI agent.

Any AI agent — Claude, Cursor, LangChain, AutoGen, or your own — can call Google Vertex AI actions through the Cerebral OS Runtime API. Governance, credentials, and audit trail fire automatically.

google_vertex_ai:analyze_image_video READ
# Call via Runtime API
curl
-X POST \
  "https://api.cerebralos.com/v1/runtime/actions/run"
  -H "X-API-Key: YOUR_KEY" \
  -d '{
    "verb": "google_vertex_ai:analyze_image_video",
    "args": {},
    "execution_id": "agent-001"
  }'
google_vertex_ai:generate_video_from_image WRITE
# Dry-run first — no production risk
curl
-X POST \
  "https://api.cerebralos.com/v1/runtime/actions/run"
  -H "X-API-Key: YOUR_KEY" \
  -d '{
    "verb": "google_vertex_ai:generate_video_from_image",
    "args": {},
    "execution_id": "agent-001",
    "metadata": {"dryRun": true}
  }'
Get your Runtime API key at app.cerebralos.com/signup — 1,000 free executions, no credit card required.
AI agent examples

What your AI agent
can do with Google Vertex AI.

Real patterns your AI agent can execute via MCP or the Runtime API. Every action governed, dry-run safe, and fully audited.

Trigger
AI agent needs Google Vertex AI data
Call google_vertex_ai:analyze_image_video via MCP or Runtime API
AI processes result and takes next action
Full execution logged to audit trail automatically
Trigger
Workflow needs to write to Google Vertex AI
Dry-run validates google_vertex_ai:generate_video_from_image before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
Event in Google Vertex AI
Process with AI agent
Take governed action
Log to audit trail
How it works

Every Google Vertex AI action
governed end-to-end.

Cerebral OS isn't a connector. It's the execution layer that sits in front of Google Vertex AI — adding governance, dry-run safety, and a full audit trail to every operation.

Governance first
Every verb carries a risk classification. High-risk writes require explicit approval gates before they execute in production.
Dry-run safe
Simulate any Google Vertex AI action before it touches production. See exactly what would happen before a single real call is made.
Immutable audit trail
Every Google Vertex AI action is logged — what ran, what changed, who approved it, when it happened. Full history on every verb, forever.
Connect with

Google Vertex AI works best
alongside these.

Build multi-step workflows that connect Google Vertex AI to the rest of your stack. All governed. All audited.

Slack Notion Github Google Sheets Airtable
Google Vertex AI integration

Start free.
No credit card required.

Start free with 1,000 runs — no credit card required. Connect Google Vertex AI in minutes, dry-run every action before it touches production, full audit trail on everything.

Start free — 1,000 runs Browse all integrations →